com.zype.mcp/server - MCP Verify

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com.zype.mcp/server

Manage videos, playlists, analytics, and monetization for OTT streaming services.

JSON report • History API • Manage this server • Global feed

Status

Failing

Score

55.1

Transport

streamable-http

Tools

Production readiness

Verdict

Needs remediation

Current validation evidence shows operational or discovery gaps that should be fixed first.

Critical alerts

Production verdicts degrade quickly when critical alerts are active.

Evidence confidence

Confidence score

55.0

Based on 20 recent validations, 26 captured checks, and validation age of 62.9 hours.

Live checks captured

More direct checks increase trust in the current verdict.

Validation age

62.9h

Lower age means fresher evidence.

Recommended for

No recommendation profile is available yet.

Client readiness verdicts

Ready for ChatGPT custom connector

Blocked

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed.; Transport compliance should be in good shape.; OAuth interoperability should be strong.

Confidence: medium (55.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • Auth Required
tools_list • Error
transport_compliance_probe • Error
step_up_auth_probe • Warning
connector_replay_probe • Missing — Frozen tool snapshots must survive refresh.
request_association_probe • Missing — Roots, sampling, and elicitation should stay request-scoped.

Ready for Claude remote MCP

Blocked

tools/list must succeed.; Transport behavior should match Claude-compatible HTTP expectations.; A useful Claude integration needs at least one exposed tool.

Confidence: medium (55.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • Auth Required
tools_list • Error
transport_compliance_probe • Error

Unsafe for write actions

Current write surface is bounded enough for cautious review.

Confidence: medium (55.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history

Disagreements: none

action_safety_probe • OK

Snapshot churn risk

Low

No material tool-surface churn detected in the latest comparison.

Confidence: medium (55.0)

Evidence provenance

Winner: history

Supporting sources: history, live_validation

Disagreements: none

tool_snapshot_probe • Missing
connector_replay_probe • Missing

Why not ready by client

ChatGPT custom connector

Blocked

Remediation checklist

No explicit blockers recorded.

Claude remote MCP

Blocked

Remediation checklist

No explicit blockers recorded.

Write-safe publishing

Ready

Remediation checklist

No explicit blockers recorded.

Verdict traces

Production verdict

Needs remediation

Current validation evidence shows operational or discovery gaps that should be fixed first.

Confidence: medium (55.0)

Winning source: live_validation

Triggering alerts

validation_stale • medium • Validation evidence is stale
server_failing • critical • Latest validation is failing

Client verdict trace table

Verdict	Status	Checks	Winning source	Conflicts
`openai_connectors`	Blocked	initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe	live_validation	none
`claude_desktop`	Blocked	initialize, tools_list, transport_compliance_probe	live_validation	none
`unsafe_for_write_actions`	No	action_safety_probe	live_validation	none
`snapshot_churn_risk`	Low	tool_snapshot_probe, connector_replay_probe	history	none

Publishability policy profiles

ChatGPT custom connector publishability

Caution

Search Fetch Only: No
Write Actions Present: No
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: No
Safe For Messages Api Remote Mcp: No

Claude remote MCP publishability

Caution

tools/list must succeed.; Transport behavior should match Claude-compatible HTTP expectations.; A useful Claude integration needs at least one exposed tool.

Search Fetch Only: No
Write Actions Present: No
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: No
Safe For Messages Api Remote Mcp: No

Compatibility fixtures

ChatGPT custom connector fixture

Degraded

remote_http_endpoint: Passes
oauth_discovery: Degraded
frozen_tool_snapshot_refresh: Passes
request_association: Passes

Anthropic remote MCP fixture

Degraded

tools/list must succeed.; Transport behavior should match Claude-compatible HTTP expectations.; A useful Claude integration needs at least one exposed tool.

remote_transport: Passes
tool_discovery: Likely to fail
auth_connect: Passes
safe_write_review: Passes

Authenticated validation sessions

Latest profile

remote_mcp

Authenticated session used

Public score isolation

✓

Preview endpoint

/v1/verify

CI preview endpoint

/v1/ci/preview

Public server reputation

Validation success 7d

0.0

Validation success 30d

0.0

Mean time to recover

n/a

Breaking diffs 30d

Registry drift frequency 30d

Snapshot changes 30d

Incident & change feed

Timestamp	Event	Details
May 01, 2026 03:01:06 PM UTC	Latest validation: failing	Score 55.1 with status failing.

Capabilities

OAuth: ✕
DCR/CIMD: ✕
Prompts: ✕
Homepage: none
Docs: none
Support: none
Icon: none
Remote endpoint: https://mcp.zype.com/mcp
Server card: none

Use-case taxonomy

other

Security posture

Tools analyzed

High-risk tools

Destructive tools

Exec tools

Egress tools

Secret tools

Bulk-access tools

Risk distribution

none

Tool capability & risk inventory

No tool inventory available from the latest validation run.

Write-action governance

Governance status

Safe to publish

✓

Auth boundary

oauth_or_auth_required

Blast radius

Low

High-risk tools

Confirmation signals

none

Safeguard count

Status detail: No unsafe write-action governance gaps detected on the latest validation.

Tool	Risk	Flags	Safeguards
No high-risk tools were detected on the latest run.

Action-controls diff

Need at least two validation runs before diffing action controls.

Why this score?

Access & Protocol

22.26/44

Connectivity, auth, and transport expectations for common clients.

Interface Quality

17.86/56

How well the tool/resource interface communicates and behaves under automation.

Security Posture

24/36

How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.

Reliability & Trust

16.17/24

Operational stability, consistency, and trustworthiness over time.

Discovery & Governance

22.5/28

How well the server is documented, listed, and governed in public registries.

Adoption & Market

5.15/8

Adoption clues and public evidence that the server is intended for external use.

Algorithmic score breakdown

Auth Operability

3/4

Measures whether auth discovery and protected access behave predictably for clients.

Error Contract Quality

1.6/4

Grades machine-readable error structure, status alignment, and remediation hints.

Rate-Limit Semantics

2/4

Checks whether quota/throttle responses are deterministic and automation-friendly.

Schema Completeness

0/4

Completeness of tool descriptions, parameter docs, examples, and schema shape.

Backward Compatibility

4/4

Stability score across tool schema/name drift relative to prior validations.

SLO Health

3/4

Availability, latency, and burst-failure profile across recent validation history.

Security Hygiene

2/4

HTTPS posture, endpoint hygiene, and response-surface hardening checks.

Task Success

1.7/4

Can an agent reliably initialize, enumerate tools, and execute core MCP flows?

Trust Confidence

2/4

Confidence-adjusted reliability score that penalizes low evidence volume.

Abuse/Noise Resilience

2.5/4

How well the server preserves core behavior in the presence of noisy traffic patterns.

Prompt Contract

2/4

Quality of prompt metadata, argument shape, and prompt discoverability for clients.

Resource Contract

2/4

How completely resources and resource templates describe URIs, types, and usage shape.

Discovery Metadata

3/4

Homepage, docs, icon, repository, support, and license coverage for directory consumers.

Registry Consistency

2/4

Agreement between stored registry metadata, live server-card data, and current validation output.

Installability

1.8/4

How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.

Session Semantics

1/4

Determinism and state behavior across repeated MCP calls, including sticky-session surprises.

Tool Surface Design

0/4

Naming clarity, schema ergonomics, and parameter complexity across the tool surface.

Result Shape Stability

0/4

Stability of declared output schemas across validations, with penalties for drift or missing shapes.

OAuth Interop

1.5/4

Depth and client compatibility of OAuth/OIDC metadata beyond the minimal protected-resource check.

Recovery Semantics

1.3/4

Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.

Maintenance Signal

3/4

Versioning, update recency, and historical validation cadence that indicate active stewardship.

Adoption Signal

2/4

Directory presence and distribution clues that suggest the server is intended for external use.

Freshness Confidence

3/4

Confidence that recent validations are current enough and dense enough to trust operationally.

Transport Fidelity

3/4

Whether declared transport metadata matches the observed endpoint behavior and response formats.

Spec Recency

2/4

How close the server’s claimed MCP protocol version is to the latest known public revision.

Session Resume

3/4

Whether Streamable HTTP session identifiers and resumed requests behave cleanly for real clients.

Step-Up Auth

2/4

Whether OAuth metadata and WWW-Authenticate challenges support granular, incremental consent instead of broad upfront scopes.

Transport Compliance

0/4

Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.

Utility Coverage

3/4

Signals support for completions, pagination, and task-oriented utility surfaces that larger clients increasingly expect.

Advanced Capability Coverage

3/4

Coverage of newer MCP surfaces like roots, sampling, elicitation, structured output, and related metadata.

Connector Publishability

3.1/4

How ready the server looks for client catalogs and managed connector programs.

Tool Snapshot Churn

0/4

Stability of the tool surface across recent validations, including add/remove and output-shape drift.

Connector Replay

3/4

Whether a previously published frozen connector snapshot would remain backward compatible after the latest tool refresh.

Request Association

3/4

Whether roots, sampling, and elicitation appear tied to active client requests instead of arriving unsolicited on idle sessions.

Interactive Flow Safety

3/4

Whether prompts and docs steer users toward safe auth flows instead of pasting secrets directly.

Action Safety

3/4

Risk-weighted view of destructive, exec, egress, and confirmation semantics across the tool surface.

Official Registry Presence

4/4

Whether the server appears directly or indirectly in the official MCP registry.

Provenance Divergence

4/4

How closely official registry metadata, the live server card, and public repo/package signals agree with each other.

Safety Transparency

4/4

Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.

Tool Capability Clarity

0/4

How clearly the tool surface communicates whether each action reads, writes, deletes, executes, or exports data.

Destructive Operation Safety

3/4

Penalizes delete/revoke/destroy style tools unless auth and safeguards reduce blast radius.

Egress / SSRF Resilience

3/4

Assesses arbitrary URL fetch, crawl, webhook, and remote-request exposure on the tool surface.

Execution / Sandbox Safety

4/4

Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.

Data Exfiltration Resilience

3/4

Assesses export, dump, backup, and bulk-read behavior against the surrounding auth and safeguard signals.

Least Privilege Scope

2/4

Rewards scoped auth metadata and penalizes broad or missing scopes around privileged tools.

Secret Handling Hygiene

3/4

Assesses secret-bearing tools, token leakage risk, and whether the public surface avoids obvious secret exposure.

Supply Chain Signal

2.5/4

Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.

Input Sanitization Safety

0/4

Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.

Tool Namespace Clarity

0/4

Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.

Compatibility profiles

OpenAI Connectors

44.4

blocked

Connector URL: https://mcp.zype.com/mcp
# No OAuth metadata detected.
# Server: com.zype.mcp/server

Claude Desktop

50.0

blocked

tools/list must succeed.; Transport behavior should match Claude-compatible HTTP expectations.; A useful Claude integration needs at least one exposed tool.

{
  "mcpServers": {
    "server": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.zype.com/mcp"]
    }
  }
}

Smithery

60.0

partial

Tool discovery must succeed.; Machine-readable failure semantics should be present.

smithery mcp add "https://mcp.zype.com/mcp"

Generic Streamable HTTP

66.7

partial

tools/list must succeed.; Session behavior should be predictable.

curl -sS https://mcp.zype.com/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Actionable remediation

Severity	Remediation	Why it matters	Recommended action
Critical	Ensure tools/list succeeds consistently	Tools discovery is the minimum viable contract for most MCP clients and directories.	Make tools/list succeed unauthenticated when possible, or document the auth flow in the server card. Playbook Make `tools/list` deterministic across repeated calls. Document or relax auth requirements for discovery routes. Check that tool names, descriptions, and schemas remain stable across deploys.
Critical	Make initialize deterministic and client-friendly	If initialize fails or requires undocumented auth, many MCP clients cannot connect.	Allow initialize to succeed consistently, or return a deterministic auth-required response with clear metadata. Playbook Allow `initialize` to succeed unauthenticated when possible. If auth is required, return a deterministic auth-required response and matching metadata. Retest against `https://mcp.zype.com/mcp` from a clean client session.
Critical	Respond to latest validation is failing	Core MCP flows did not validate successfully on the latest run.	Fix the failing checks first, then revalidate to confirm the recovery path. Playbook Fix the failing checks first. Review the latest incident feed and validation diff for the first regression. Revalidate once the remediation lands.
High	Align session and protocol behavior with Streamable HTTP expectations	Clients increasingly rely on MCP-Protocol-Version, session teardown, and expired-session semantics.	Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec. Playbook Return `Mcp-Session-Id` and `Mcp-Protocol-Version` headers consistently on streamable HTTP responses. Honor `DELETE` session teardown and return `404` when a deleted session is reused. Reject invalid protocol-version headers with `400 Bad Request`.
High	Associate roots, sampling, and elicitation with active client requests	Modern MCP guidance expects roots, sampling, and elicitation traffic to be tied to an active client request instead of arriving unsolicited on idle sessions.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
High	Expose /.well-known/oauth-protected-resource	Without a protected-resource document, OAuth clients cannot discover auth requirements reliably.	Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata. Playbook Serve `/.well-known/oauth-protected-resource` from the same host as the MCP endpoint. Point it at the authorization server metadata URL. Confirm clients receive consistent auth hints before tool execution.
High	Keep connector refreshes backward compatible	Managed connector clients freeze tool snapshots, so removed tools, new required args, and breaking output changes can break published integrations after refresh.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
High	Publish OAuth authorization-server metadata	Clients need authorization-server metadata to discover issuer, endpoints, and DCR support.	Publish /.well-known/oauth-authorization-server from your issuer and include registration_endpoint when supported. Playbook Publish `/.well-known/oauth-authorization-server` from the issuer. Add `registration_endpoint` if DCR is supported. Verify issuer, authorization, token, and jwks metadata are all reachable.
High	Stop asking users to paste secrets directly	Public MCP servers should prefer OAuth or browser-based auth guidance over in-band secret collection.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Adopt a current MCP protocol revision	Older protocol revisions reduce compatibility with newer clients and registry programs.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Close connector-publishing gaps	Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Document minimal scopes and return cleaner auth challenges	Modern clients expect granular scopes and step-up auth signals such as WWW-Authenticate scope hints.	Return granular scopes and WWW-Authenticate challenge hints instead of forcing overly broad auth upfront. Playbook Advertise the narrowest viable scopes in OAuth metadata. Return `WWW-Authenticate` challenges with scope or insufficient-scope hints when additional consent is needed. Revalidate with both public discovery and auth-required flows.
Medium	Publish OpenID configuration	OIDC metadata improves token validation and client compatibility.	Expose /.well-known/openid-configuration with issuer, jwks_uri, and supported grants. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Raise Interface Quality score	How well the tool/resource interface communicates and behaves under automation.	Improve schemas, error contracts, and recovery messages so agents can reason about the surface automatically. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Reduce tool-surface churn	Frequent add/remove or output-shape drift makes published connectors and cached tool snapshots brittle.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Repair prompts/list or stop advertising prompts	Prompt metadata should either work live or be removed from the advertised capability set.	Only advertise prompts if prompts/list works and prompt arguments are documented. Playbook Only advertise prompts that are actually accessible. Add prompt descriptions and argument docs. Run a live `prompts/list` check after any prompt changes.
Medium	Repair resources/list or stop advertising resources	Resource metadata should either work live or be removed from the advertised capability set.	Only advertise resources if resources/list works and resources expose stable URIs/types. Playbook Only advertise resources with stable URIs and read semantics. Add MIME/type hints where possible. Run a live `resources/list` and `resources/read` check after updates.
Medium	Respond to validation evidence is stale	Latest validation is 62.9 hours old.	Trigger a fresh validation run or increase scheduler priority for this server. Playbook Queue a new validation run now. Inspect whether the scheduler priority should be raised for this server. Do not rely on stale evidence for production decisions.
Medium	Support resumable HTTP sessions cleanly	Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Low	Publish newer MCP capability signals	Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.

Point loss breakdown

Component	Current	Points missing
Transport Compliance	0/4	-4.0
Tool Surface Design	0/4	-4.0
Tool Snapshot Churn	0/4	-4.0
Tool Namespace Clarity	0/4	-4.0
Tool Capability Clarity	0/4	-4.0
Schema Completeness	0/4	-4.0
Result Shape Stability	0/4	-4.0
Input Sanitization Safety	0/4	-4.0
Session Semantics	1/4	-3.0
Recovery Semantics	1.3/4	-2.7
OAUTH Interop	1.5/4	-2.5
Error Contract	1.6/4	-2.4

Validation diff

Score delta

Summary changed

Tool delta

Prompt delta

Auth mode changed

Write surface expanded

Protocol regressed

Registry drift changed

Regressed checks: none

Improved checks: none

Component	Previous	Latest	Delta
No component deltas between the latest two runs.

Tool snapshot diff & changelog

Need at least two validation runs before building a tool changelog.

Connector replay

Status

Missing

Backward compatible

Would break after refresh

Added tools

none

Removed tools

none

Additive output changes

none

Required-argument replay breaks

Tool	Added required args	Removed required args
No required-argument replay breaks detected.

Output-schema replay breaks

Tool	Removed properties	Added properties
No output-schema replay breaks detected.

Transport compliance drilldown

Probe status

Error

Transport

streamable-http

Session header

Protocol header

Bad protocol response

401

DELETE teardown

n/a

Expired session retry

n/a

Last-Event-ID visible

Issues: missing_protocol_header, bad_protocol_not_rejected

Request association

Status

Missing

Advertised capabilities

none

Observed idle methods

none

Violating methods

none

Probe HTTP status

n/a

Issues

none

Utility coverage

Probe status

Completions

advertised

Completion probe target: none

Pagination

supported

No nextCursor evidence.

Tasks

Auth Required

Advertised: no

Benchmark tasks

Benchmark task	Status	Evidence
Discover tools	Likely to fail	`initialize` • Auth Required `tools_list` • Error
Read-only fetch flow	Likely to fail	`resource_read` • Missing `read_only_tool_surface` • Missing
OAuth-required connect	Degraded	`oauth_protected_resource` • Error `step_up_auth_probe` • Warning
Safe write flow with confirmation	Passes	`action_safety_probe` • OK

Registry & provenance divergence

Probe status

Direct official match

yes

Drift fields

none

Field	Registry	Live server card
Title	n/a	Zype Video Platform
Version	n/a	0.5.3
Homepage	n/a	n/a

Active alerts

Validation evidence is stale (medium)
Latest validation is 62.9 hours old.
Latest validation is failing (critical)
Core MCP flows did not validate successfully on the latest run.

Aliases & registry graph

Identifier	Source	Canonical	Score
`com.zype.mcp/server`	official_registry	yes	55.07

Alias consolidation

Canonical identifier

com.zype.mcp/server

Duplicate aliases

Registry sources

official_registry

Remote URLs

https://mcp.zype.com/mcp

Homepages

none

Source disagreements

Field	What differs	Observed values
No source disagreements detected.

Install snippets

Openai Connectors

Connector URL: https://mcp.zype.com/mcp
# No OAuth metadata detected.
# Server: com.zype.mcp/server

Claude Desktop

{
  "mcpServers": {
    "server": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.zype.com/mcp"]
    }
  }
}

Smithery

smithery mcp add "https://mcp.zype.com/mcp"

Generic Http

curl -sS https://mcp.zype.com/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Agent access & tool surface

Live server tools

No live tool surface captured yet.

Observed from the latest live validation against https://mcp.zype.com/mcp. This is the target server surface, not Verify's own inspection tools.

Live capability counts

0 tools • 0 prompts • 0 resources

Counts come from the latest tools/list, prompts/list, and resources/list checks.

Inspect with Verify

search_servers recommend_servers get_server_report compare_servers

Use Verify itself to search, recommend, compare, and fetch the full report for com.zype.mcp/server.

Direct machine links

JSON report • Compare this server • Verify MCP API

Claims & monitoring

Server ownership

No verified maintainer claim recorded.

Watch subscriptions

Teams: none

Alert routing

Active watches

Generic webhooks

Slack routes

Teams routes

Email routes

Watch	Team	Channels	Minimum severity
No active watch destinations.

Maintainer analytics

Validation Run Count

Average Latency Ms

432.71

Healthy Run Ratio Recent

0.0

Registry Presence Count

Active Alert Count

Watcher Count

Verified Claim

False

Taxonomy Tags

other

Score Trend

55.07, 55.07, 55.07, 55.07, 55.07, 55.07, 55.07, 55.07, 55.07, 55.07

Remediation Count

High Risk Tool Count

Destructive Tool Count

Exec Tool Count

Maintainer response quality

Score

16.67

Verified claim

Support contact

Changelog present

Incident notes present

Tool changes documented

✓

Annotation history

Annotation count

Maintainer annotations

No maintainer annotations have been recorded yet.

Maintainer rebuttals & expected behavior

No maintainer rebuttals or expected-behavior overrides are recorded yet.

Latest validation evidence

Latest summary

Failing

Validation profile

remote_mcp

Started

May 01, 2026 03:01:05 PM UTC

Latency

428.5 ms

Failures

initialize Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
oauth_authorization_server no authorization server
oauth_protected_resource Client error '404 Not Found' for url 'https://mcp.zype.com/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
openid_configuration no authorization server
tools_list Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
transport_compliance_probe Issues: missing protocol header, bad protocol not rejected (bad protocol=401).

Checks

Check	Status	Latency	Evidence
`action_safety_probe`	OK	n/a	No high-risk write, destructive, or exec tools detected.
`advanced_capabilities_probe`	Warning	n/a	Only 3 capability signal(s): completions, prompts, resources.
`connector_publishability_probe`	Error	n/a	Publishability blockers: tools list, protocol version, transport compliance, tool surface, +1 more.
`connector_replay_probe`	Missing	n/a	No connector replay evidence recorded.
`determinism_probe`	Missing	n/a	tools list unavailable
`initialize`	Auth Required	13.8 ms	Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
`interactive_flow_probe`	Missing	n/a	Check completed
`oauth_authorization_server`	Missing	n/a	no authorization server
`oauth_protected_resource`	Error	3.8 ms	Client error '404 Not Found' for url 'https://mcp.zype.com/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
`official_registry_probe`	OK	n/a	Check completed
`openid_configuration`	Missing	n/a	no authorization server
`probe_noise_resilience`	OK	14.3 ms	Fetched https://mcp.zype.com/robots.txt
`prompt_get`	Missing	n/a	not advertised
`prompts_list`	Auth Required	15.9 ms	Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
`protocol_version_probe`	Missing	n/a	No protocol version was advertised.
`provenance_divergence_probe`	OK	n/a	Check completed
`request_association_probe`	Missing	n/a	No request-association capabilities were advertised.
`resource_read`	Missing	n/a	not advertised
`resources_list`	Auth Required	24.4 ms	Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
`server_card`	OK	190.5 ms	0 prompt(s) exposed
`session_resume_probe`	Missing	n/a	no session id
`step_up_auth_probe`	Warning	n/a	No step-up challenge hints.
`tool_snapshot_probe`	Missing	n/a	no tools
`tools_list`	Error	14.0 ms	Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
`transport_compliance_probe`	Error	6.2 ms	Issues: missing protocol header, bad protocol not rejected (bad protocol=401).
`utility_coverage_probe`	OK	5.0 ms	Completions advertised; pagination supported; tasks auth required.

Raw evidence view

Show raw JSON evidence

{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": true,
        "confirmation_signals": [],
        "safeguard_count": 0,
        "summary": {
          "bulk_access_tools": 0,
          "capability_distribution": {},
          "destructive_tools": 0,
          "egress_tools": 0,
          "exec_tools": 0,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 0,
            "medium": 0
          },
          "secret_tools": 0,
          "tool_count": 0
        }
      },
      "latency_ms": null,
      "status": "ok"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": true,
          "elicitation": false,
          "prompts": true,
          "resource_links": false,
          "resources": true,
          "roots": false,
          "sampling": false,
          "structured_outputs": false
        },
        "enabled": [
          "completions",
          "prompts",
          "resources"
        ],
        "enabled_count": 3,
        "initialize_capability_keys": []
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "tools_list",
          "protocol_version",
          "transport_compliance",
          "tool_surface",
          "auth_flow"
        ],
        "criteria": {
          "action_safety": true,
          "auth_flow": false,
          "connector_replay": true,
          "initialize": true,
          "protocol_version": false,
          "remote_transport": true,
          "request_association": true,
          "server_card": true,
          "session_resume": true,
          "step_up_auth": true,
          "tool_surface": false,
          "tools_list": false,
          "transport_compliance": false
        },
        "high_risk_tools": 0,
        "tool_count": 0,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "error"
    },
    "connector_replay_probe": {
      "details": {
        "reason": "no_tools"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "determinism_probe": {
      "details": {
        "reason": "tools_list_unavailable"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "initialize": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 401,
        "payload": {},
        "url": "https://mcp.zype.com/mcp"
      },
      "latency_ms": 13.83,
      "status": "auth_required"
    },
    "interactive_flow_probe": {
      "details": {
        "oauth_supported": false,
        "prompt_available": false,
        "risk_hits": [],
        "safe_hits": []
      },
      "latency_ms": null,
      "status": "missing"
    },
    "oauth_authorization_server": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "oauth_protected_resource": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://mcp.zype.com/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://mcp.zype.com/.well-known/oauth-protected-resource"
      },
      "latency_ms": 3.77,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": true,
        "official_peer_count": 1,
        "registry_identifier": "com.zype.mcp/server",
        "registry_source": "official_registry"
      },
      "latency_ms": null,
      "status": "ok"
    },
    "openid_configuration": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 404,
        "url": "https://mcp.zype.com/robots.txt"
      },
      "latency_ms": 14.32,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 401,
        "payload": {},
        "reason": "auth_required",
        "url": "https://mcp.zype.com/mcp"
      },
      "latency_ms": 15.94,
      "status": "auth_required"
    },
    "protocol_version_probe": {
      "details": {
        "latest_known_version": "2025-11-25",
        "reason": "no_protocol_version",
        "validator_protocol_version": "2025-03-26"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "provenance_divergence_probe": {
      "details": {
        "direct_official_match": true,
        "drift_fields": [],
        "metadata_document_count": 2,
        "registry_homepage": null,
        "registry_repository": null,
        "registry_title": null,
        "registry_version": null,
        "server_card_homepage": null,
        "server_card_repository": null,
        "server_card_title": "Zype Video Platform",
        "server_card_version": "0.5.3"
      },
      "latency_ms": null,
      "status": "ok"
    },
    "request_association_probe": {
      "details": {
        "reason": "no_request_association_capabilities_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resource_read": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resources_list": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 401,
        "payload": {},
        "reason": "auth_required",
        "url": "https://mcp.zype.com/mcp"
      },
      "latency_ms": 24.43,
      "status": "auth_required"
    },
    "server_card": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "set-cookie": "zype-mcp-route=ddab30f27db35f31984908f43142855f|d9a993b1b39bfbf493baf8fe5062f58f; Expires=Fri, 01-May-26 16:01:06 GMT; Max-Age=3600; Path=/; Secure; HttpOnly",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "payload": {
          "authentication": {
            "description": "Requires X-Zype-API-Key header with your Zype Admin API key",
            "required": true,
            "schemes": [
              "apiKey"
            ]
          },
          "prompts": [],
          "resources": [],
          "serverInfo": {
            "name": "Zype Video Platform",
            "version": "0.5.3"
          },
          "tools": [
            {
              "description": "List videos from your Zype library with comprehensive filtering.\n\n**FILTERING STRATEGY - Use precise filters over text search:**\n- For category-based queries (e.g., \"SNL videos\", \"premium content\", \"action movies\"):\n  \u2192 Use `category` filter: {\"category\": {\"YouTube Channel\": \"Saturday Night Live\"}}\n  \u2192 First call list_categories to see available category names and values\n- For monetization queries (e.g., \"subscription videos\", \"free content\"):\n  \u2192 Use monetization filters: subscription_required, pass_required, purchase_required\n- For series/episodic content:\n  \u2192 Use series_id, season, episode filters\n- For batch operations on known videos:\n  \u2192 Use `id` array filter instead of searching\n- Use `q` (text search) only for fuzzy title/description matching when exact filters don't apply\n\n**Available Filters:**\n- Pagination: page, per_page (max 500)\n- Text search: q (searches title, source_id, zobject title - use as last resort)\n- Status: active, on_air, featured, mature_content, friendly_title, keyword\n- Dates: created_at_gte/lte, published_at_gte/lte, updated_at_gte/lte\n- Monetization: subscription_required, pass_required, rental_required, purchase_required\n- Categories: category object (e.g., {\"Genre\": \"Action\", \"Premium\": \"true\"})\n- Series: series_id, season\n- Source: source_id, dpt_enabled, country\n- External IDs: youtube_id, vimeo_id, crunchyroll_id, hulu_id\n- Batch: id (array of video IDs)",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Filter by active status",
                    "enum": [
                      "true",
                      "false",
                      "all"
                    ],
                    "type": "string"
                  },
                  "category": {
                    "description": "Filter by category values (e.g., {\"Premium\": \"true\", \"Genre\": \"Action\"})",
                    "type": "object"
                  },
                  "country": {
                    "description": "Filter by country code",
                    "type": "string"
                  },
                  "created_at_gte": {
                    "description": "Created at or after (ISO8601)",
                    "type": "string"
                  },
                  "created_at_lte": {
                    "description": "Created at or before (ISO8601)",
                    "type": "string"
                  },
                  "crunchyroll_id": {
                    "description": "Filter by Crunchyroll ID",
                    "type": "string"
                  },
                  "dpt_enabled": {
                    "description": "Filter by Dynamic Player Technology",
                    "type": "boolean"
                  },
                  "featured": {
                    "description": "Filter featured videos",
                    "type": "boolean"
                  },
                  "friendly_title": {
                    "description": "Filter by URL slug (exact match)",
                    "type": "string"
                  },
                  "hulu_id": {
                    "description": "Filter by Hulu ID",
                    "type": "string"
                  },
                  "id": {
                    "description": "Filter by specific video IDs (batch lookup)",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "keyword": {
                    "description": "Filter by keyword/tag",
                    "type": "string"
                  },
                  "mature_content": {
                    "description": "Filter mature content",
                    "type": "boolean"
                  },
                  "on_air": {
                    "description": "Filter by on-air/broadcasting status",
                    "type": "boolean"
                  },
                  "order": {
                    "description": "Sort order",
                    "enum": [
                      "asc",
                      "desc"
                    ],
                    "type": "string"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "pass_required": {
                    "description": "Filter pass-gated videos",
                    "type": "boolean"
                  },
                  "per_page": {
                    "description": "Results per page (default: 10, max: 500)",
                    "type": "number"
                  },
                  "published_at_gte": {
                    "description": "Published at or after (ISO8601)",
                    "type": "string"
                  },
                  "published_at_lte": {
                    "description": "Published at or before (ISO8601)",
                    "type": "string"
                  },
                  "purchase_required": {
                    "description": "Filter purchasable videos",
                    "type": "boolean"
                  },
                  "q": {
                    "description": "Search query (searches title, source_id, id, zobject title)",
                    "type": "string"
                  },
                  "rental_required": {
                    "description": "Filter rental videos",
                    "type": "boolean"
                  },
                  "season": {
                    "description": "Filter by season number",
                    "type": "number"
                  },
                  "series_id": {
                    "description": "Filter by series ID",
                    "type": "string"
                  },
                  "sort": {
                    "description": "Field to sort by (created_at, published_at, title, updated_at)",
                    "type": "string"
                  },
                  "source_id": {
                    "description": "Filter by video source ID",
                    "type": "string"
                  },
                  "subscription_required": {
                    "description": "Filter subscription-gated videos",
                    "type": "boolean"
                  },
                  "updated_at_gte": {
                    "description": "Updated at or after (ISO8601) - for sync/delta",
                    "type": "string"
                  },
                  "updated_at_lte": {
                    "description": "Updated at or before (ISO8601)",
                    "type": "string"
                  },
                  "vimeo_id": {
                    "description": "Filter by Vimeo ID",
                    "type": "string"
                  },
                  "youtube_id": {
                    "description": "Filter by YouTube ID",
                    "type": "string"
                  },
                  "zobject_id": {
                    "description": "Filter by zobject association",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_videos"
            },
            {
              "description": "Get comprehensive metadata for a video including status, scheduling, monetization, series info, categories, and external IDs.",
              "inputSchema": {
                "properties": {
                  "video_id": {
                    "description": "The unique ID of the video",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "get_video"
            },
            {
              "description": "Create a new video record with full metadata support. Supports:\n- Basic metadata (title, description, keywords)\n- Status flags (active, featured, on_air, mature_content)\n- Scheduling (published_at, enable_at, disable_at, on_air_at, off_air_at)\n- Series/Episode (series_id, season, episode)\n- Localization (country, language)\n- Classification (genre, rating, parental_guidelines_rating)\n- Monetization (subscription_required, purchase_price, rental_price, plan_ids)\n- Categories via array: [{\"title\": \"Premium\", \"value\": [\"true\"]}]\n- AI features (transcriptions_enabled)\n- External IDs (youtube_id, vimeo_id, etc.)\n\nThis creates the metadata record. Add video sources separately.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Active in library",
                    "type": "boolean"
                  },
                  "categories": {
                    "description": "Category assignments: [{\"category_id\": \"6439b285101efc0001a067aa\", \"value\": [\"true\"]}]",
                    "items": {
                      "properties": {
                        "category_id": {
                          "description": "Category ID",
                          "type": "string"
                        },
                        "value": {
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        }
                      },
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "country": {
                    "description": "Country code (e.g., \"US\")",
                    "type": "string"
                  },
                  "description": {
                    "description": "Full description",
                    "type": "string"
                  },
                  "disable_at": {
                    "description": "Auto-disable date (ISO8601)",
                    "type": "string"
                  },
                  "enable_at": {
                    "description": "Auto-enable date (ISO8601)",
                    "type": "string"
                  },
                  "episode": {
                    "description": "Episode number",
                    "type": "number"
                  },
                  "featured": {
                    "description": "Featured/highlighted",
                    "type": "boolean"
                  },
                  "friendly_title": {
                    "description": "URL-friendly slug",
                    "type": "string"
                  },
                  "genre": {
                    "description": "Genre",
                    "type": "string"
                  },
                  "keywords": {
                    "description": "Keywords/tags",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "language": {
                    "description": "Language code (e.g., \"en\")",
                    "type": "string"
                  },
                  "mature_content": {
                    "description": "Contains mature content",
                    "type": "boolean"
                  },
                  "on_air": {
                    "description": "Currently broadcasting",
                    "type": "boolean"
                  },
                  "ott_description": {
                    "description": "OTT-specific description",
                    "type": "string"
                  },
                  "published_at": {
                    "description": "Publish date (ISO8601)",
                    "type": "string"
                  },
                  "purchase_price": {
                    "description": "Purchase price",
                    "type": "string"
                  },
                  "purchase_required": {
                    "description": "Require purchase",
                    "type": "boolean"
                  },
                  "rating": {
                    "description": "Content rating",
                    "type": "string"
                  },
                  "rental_duration": {
                    "description": "Rental duration (hours)",
                    "type": "number"
                  },
                  "rental_price": {
                    "description": "Rental price",
                    "type": "string"
                  },
                  "rental_required": {
                    "description": "Require rental",
                    "type": "boolean"
                  },
                  "season": {
                    "description": "Season number",
                    "type": "number"
                  },
                  "series_id": {
                    "description": "Series ID for episodic content",
                    "type": "string"
                  },
                  "short_description": {
                    "description": "Short description for listings",
                    "type": "string"
                  },
                  "subscription_required": {
                    "description": "Require subscription",
                    "type": "boolean"
                  },
                  "title": {
                    "description": "Video title (required)",
                    "type": "string"
                  },
                  "transcriptions_enabled": {
                    "description": "Enable AI transcription",
                    "type": "boolean"
                  }
                },
                "required": [
                  "title"
                ],
                "type": "object"
              },
              "name": "create_video"
            },
            {
              "description": "Update a video's metadata. Only provided fields are updated. Supports all fields from create_video plus:\n- To update categories: provide categories array with {category_id, value} objects (call list_categories first to get the category_id)\n- To schedule auto-enable/disable: use enable_at, disable_at\n- To set monetization: subscription_required, purchase_price, etc.\n- To link to series: series_id, season, episode\n\nExample category update: {\"video_id\": \"...\", \"categories\": [{\"category_id\": \"6439b285101efc0001a067aa\", \"value\": [\"true\"]}]}",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Active status",
                    "type": "boolean"
                  },
                  "categories": {
                    "description": "Category assignments: [{\"category_id\": \"6439b285101efc0001a067aa\", \"value\": [\"true\"]}]",
                    "items": {
                      "properties": {
                        "category_id": {
                          "description": "Category ID",
                          "type": "string"
                        },
                        "value": {
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        }
                      },
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "country": {
                    "description": "Country code",
                    "type": "string"
                  },
                  "custom_attributes": {
                    "description": "Custom key-value attributes",
                    "type": "object"
                  },
                  "description": {
                    "description": "Full description",
                    "type": "string"
                  },
                  "disable_at": {
                    "description": "Auto-disable date",
                    "type": "string"
                  },
                  "enable_at": {
                    "description": "Auto-enable date",
                    "type": "string"
                  },
                  "episode": {
                    "description": "Episode number",
                    "type": "number"
                  },
                  "featured": {
                    "description": "Featured status",
                    "type": "boolean"
                  },
                  "friendly_title": {
                    "description": "URL slug",
                    "type": "string"
                  },
                  "genre": {
                    "description": "Genre",
                    "type": "string"
                  },
                  "keywords": {
                    "description": "Keywords/tags",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "language": {
                    "description": "Language code",
                    "type": "string"
                  },
                  "mature_content": {
                    "description": "Mature content flag",
                    "type": "boolean"
                  },
                  "off_air_at": {
                    "description": "Scheduled on-air end",
                    "type": "string"
                  },
                  "on_air": {
                    "description": "On-air status",
                    "type": "boolean"
                  },
                  "on_air_at": {
                    "description": "Scheduled on-air start",
                    "type": "string"
                  },
                  "ott_description": {
                    "description": "OTT description",
                    "type": "string"
                  },
                  "parental_guidelines_rating": {
                    "description": "Parental rating",
                    "type": "string"
                  },
                  "pass_required": {
                    "description": "Require pass",
                    "type": "boolean"
                  },
                  "plan_ids": {
                    "description": "Plan IDs granting access",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "published_at": {
                    "description": "Publish date (ISO8601)",
                    "type": "string"
                  },
                  "purchase_price": {
                    "description": "Purchase price",
                    "type": "string"
                  },
                  "purchase_required": {
                    "description": "Require purchase",
                    "type": "boolean"
                  },
                  "rating": {
                    "description": "Content rating",
                    "type": "string"
                  },
                  "rental_duration": {
                    "description": "Rental duration (hours)",
                    "type": "number"
                  },
                  "rental_price": {
                    "description": "Rental price",
                    "type": "string"
                  },
                  "rental_required": {
                    "description": "Require rental",
                    "type": "boolean"
                  },
                  "season": {
                    "description": "Season number",
                    "type": "number"
                  },
                  "series_id": {
                    "description": "Series ID",
                    "type": "string"
                  },
                  "short_description": {
                    "description": "Short description",
                    "type": "string"
                  },
                  "subscription_ads_enabled": {
                    "description": "Show ads for subscribers",
                    "type": "boolean"
                  },
                  "subscription_required": {
                    "description": "Require subscription",
                    "type": "boolean"
                  },
                  "title": {
                    "description": "Video title",
                    "type": "string"
                  },
                  "transcriptions_enabled": {
                    "description": "AI transcription",
                    "type": "boolean"
                  },
                  "video_id": {
                    "description": "Video ID to update (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "update_video"
            },
            {
              "description": "Permanently delete a video from Zype. This action cannot be undone.",
              "inputSchema": {
                "properties": {
                  "confirm": {
                    "description": "Set to true to confirm deletion (required in safe mode)",
                    "type": "boolean"
                  },
                  "video_id": {
                    "description": "The unique ID of the video to delete (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "delete_video"
            },
            {
              "description": "Get the mezzanine/source file download URL for a video. Returns { url, filesize } when the original source file is available. Returns an error if no mezzanine file exists (e.g., for YouTube-sourced videos).",
              "inputSchema": {
                "properties": {
                  "video_id": {
                    "description": "The unique ID of the video (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "download_video"
            },
            {
              "description": "List playlists from your Zype library with pagination and filters.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Filter by active status",
                    "enum": [
                      "true",
                      "false",
                      "all"
                    ],
                    "type": "string"
                  },
                  "friendly_title": {
                    "description": "Filter by friendly title (slug)",
                    "type": "string"
                  },
                  "order": {
                    "description": "Sort order",
                    "enum": [
                      "asc",
                      "desc"
                    ],
                    "type": "string"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page (default: 10, max: 500)",
                    "type": "number"
                  },
                  "q": {
                    "description": "Search by keyword",
                    "type": "string"
                  },
                  "sort": {
                    "description": "Field to sort by",
                    "type": "string"
                  },
                  "title": {
                    "description": "Filter by title",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_playlists"
            },
            {
              "description": "Get detailed information about a specific playlist by its ID.",
              "inputSchema": {
                "properties": {
                  "playlist_id": {
                    "description": "The unique ID of the playlist",
                    "type": "string"
                  }
                },
                "required": [
                  "playlist_id"
                ],
                "type": "object"
              },
              "name": "get_playlist"
            },
            {
              "description": "Create a new playlist in Zype.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Whether the playlist is active (default: true)",
                    "type": "boolean"
                  },
                  "categories": {
                    "description": "Assign category values",
                    "items": {
                      "properties": {
                        "category_id": {
                          "description": "Category ID",
                          "type": "string"
                        },
                        "value": {
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        }
                      },
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "description": {
                    "description": "Description of the playlist",
                    "type": "string"
                  },
                  "friendly_title": {
                    "description": "URL-friendly title (slug)",
                    "type": "string"
                  },
                  "match_type": {
                    "description": "For category playlists: match all or any of the specified category values (default: all)",
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  },
                  "parent_id": {
                    "description": "Parent playlist ID for nested playlists",
                    "type": "string"
                  },
                  "playlist_type": {
                    "description": "Playlist type: manual (hand-picked videos) or category (dynamic playlist based on category values)",
                    "enum": [
                      "manual",
                      "category"
                    ],
                    "type": "string"
                  },
                  "priority": {
                    "description": "Priority for ordering",
                    "type": "number"
                  },
                  "title": {
                    "description": "Title of the playlist (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "title"
                ],
                "type": "object"
              },
              "name": "create_playlist"
            },
            {
              "description": "Update an existing playlist's metadata.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Set active status",
                    "type": "boolean"
                  },
                  "categories": {
                    "description": "Update category values",
                    "items": {
                      "properties": {
                        "category_id": {
                          "description": "Category ID",
                          "type": "string"
                        },
                        "value": {
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        }
                      },
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "description": {
                    "description": "New description",
                    "type": "string"
                  },
                  "friendly_title": {
                    "description": "New URL-friendly title",
                    "type": "string"
                  },
                  "match_type": {
                    "description": "For category playlists: match all or any of the specified category values",
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  },
                  "playlist_id": {
                    "description": "The unique ID of the playlist to update (required)",
                    "type": "string"
                  },
                  "playlist_type": {
                    "description": "Change playlist type: manual or category",
                    "enum": [
                      "manual",
                      "category"
                    ],
                    "type": "string"
                  },
                  "priority": {
                    "description": "New priority",
                    "type": "number"
                  },
                  "title": {
                    "description": "New title",
                    "type": "string"
                  }
                },
                "required": [
                  "playlist_id"
                ],
                "type": "object"
              },
              "name": "update_playlist"
            },
            {
              "description": "Permanently delete a playlist from Zype. This action cannot be undone.",
              "inputSchema": {
                "properties": {
                  "confirm": {
                    "description": "Set to true to confirm deletion (required in safe mode)",
                    "type": "boolean"
                  },
                  "playlist_id": {
                    "description": "The unique ID of the playlist to delete (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "playlist_id"
                ],
                "type": "object"
              },
              "name": "delete_playlist"
            },
            {
              "description": "List all videos in a specific playlist.",
              "inputSchema": {
                "properties": {
                  "page": {
                    "description": "Page number",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page",
                    "type": "number"
                  },
                  "playlist_id": {
                    "description": "The unique ID of the playlist (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "playlist_id"
                ],
                "type": "object"
              },
              "name": "list_playlist_videos"
            },
            {
              "description": "Add one or more videos to a playlist.",
              "inputSchema": {
                "properties": {
                  "playlist_id": {
                    "description": "The unique ID of the playlist (required)",
                    "type": "string"
                  },
                  "video_ids": {
                    "description": "Array of video IDs to add (required)",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "playlist_id",
                  "video_ids"
                ],
                "type": "object"
              },
              "name": "add_videos_to_playlist"
            },
            {
              "description": "Remove one or more videos from a playlist.",
              "inputSchema": {
                "properties": {
                  "playlist_id": {
                    "description": "The unique ID of the playlist (required)",
                    "type": "string"
                  },
                  "video_ids": {
                    "description": "Array of video IDs to remove (required)",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "playlist_id",
                  "video_ids"
                ],
                "type": "object"
              },
              "name": "remove_videos_from_playlist"
            },
            {
              "description": "List all categories in your Zype library. **Call this FIRST when filtering videos by category.**\n\nCategories organize videos by attributes like Genre, Premium status, YouTube Channel, etc.\nEach category has a title and list of possible values.\n\n**Workflow for category-based video queries:**\n1. Call list_categories to see available category titles and their values\n2. Use list_videos with category filter: {\"category\": {\"CategoryTitle\": \"value\"}}\n\nExample: To find \"Saturday Night Live\" videos:\n1. list_categories \u2192 shows \"YouTube Channel\" category with \"Saturday Night Live\" as a value\n2. list_videos with {\"category\": {\"YouTube Channel\": \"Saturday Night Live\"}}",
              "inputSchema": {
                "properties": {
                  "friendly_title": {
                    "description": "Filter by friendly title (slug)",
                    "type": "string"
                  },
                  "order": {
                    "description": "Sort order",
                    "enum": [
                      "asc",
                      "desc"
                    ],
                    "type": "string"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page (default: 10, max: 500)",
                    "type": "number"
                  },
                  "sort": {
                    "description": "Field to sort by",
                    "type": "string"
                  },
                  "title": {
                    "description": "Filter by title",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_categories"
            },
            {
              "description": "Get detailed information about a specific category by its ID.",
              "inputSchema": {
                "properties": {
                  "category_id": {
                    "description": "The unique ID of the category",
                    "type": "string"
                  }
                },
                "required": [
                  "category_id"
                ],
                "type": "object"
              },
              "name": "get_category"
            },
            {
              "description": "Create a new category in Zype. Categories help organize videos by attributes like genre, season, etc.",
              "inputSchema": {
                "properties": {
                  "friendly_title": {
                    "description": "URL-friendly title (slug)",
                    "type": "string"
                  },
                  "title": {
                    "description": "Title of the category (required)",
                    "type": "string"
                  },
                  "values": {
                    "description": "Array of possible values for this category",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "title"
                ],
                "type": "object"
              },
              "name": "create_category"
            },
            {
              "description": "Update an existing category.",
              "inputSchema": {
                "properties": {
                  "category_id": {
                    "description": "The unique ID of the category to update (required)",
                    "type": "string"
                  },
                  "friendly_title": {
                    "description": "New URL-friendly title",
                    "type": "string"
                  },
                  "title": {
                    "description": "New title",
                    "type": "string"
                  },
                  "values": {
                    "description": "New array of possible values",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "category_id"
                ],
                "type": "object"
              },
              "name": "update_category"
            },
            {
              "description": "Permanently delete a category from Zype. This action cannot be undone.",
              "inputSchema": {
                "properties": {
                  "category_id": {
                    "description": "The unique ID of the category to delete (required)",
                    "type": "string"
                  },
                  "confirm": {
                    "description": "Set to true to confirm deletion (required in safe mode)",
                    "type": "boolean"
                  }
                },
                "required": [
                  "category_id"
                ],
                "type": "object"
              },
              "name": "delete_category"
            },
            {
              "description": "List all subtitles for a specific video.",
              "inputSchema": {
                "properties": {
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page (default: 10, max: 500)",
                    "type": "number"
                  },
                  "video_id": {
                    "description": "The video ID to list subtitles for (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "list_subtitles"
            },
            {
              "description": "Get detailed information about a specific subtitle.",
              "inputSchema": {
                "properties": {
                  "subtitle_id": {
                    "description": "The unique ID of the subtitle (required)",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id",
                  "subtitle_id"
                ],
                "type": "object"
              },
              "name": "get_subtitle"
            },
            {
              "description": "Create/add a new subtitle for a video.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Whether the subtitle is active (default: true)",
                    "type": "boolean"
                  },
                  "language": {
                    "description": "Language code, e.g., \"en\", \"es\", \"fr\" (required)",
                    "type": "string"
                  },
                  "url": {
                    "description": "URL to the subtitle file (SRT, VTT)",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID to add subtitle to (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id",
                  "language"
                ],
                "type": "object"
              },
              "name": "create_subtitle"
            },
            {
              "description": "Update an existing subtitle.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Set active status",
                    "type": "boolean"
                  },
                  "language": {
                    "description": "New language code",
                    "type": "string"
                  },
                  "subtitle_id": {
                    "description": "The unique ID of the subtitle to update (required)",
                    "type": "string"
                  },
                  "url": {
                    "description": "New URL to the subtitle file",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id",
                  "subtitle_id"
                ],
                "type": "object"
              },
              "name": "update_subtitle"
            },
            {
              "description": "Create a subtitle playlist for HLS streaming. This generates segmented subtitle files.",
              "inputSchema": {
                "properties": {
                  "subtitle_id": {
                    "description": "The subtitle ID (required)",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id",
                  "subtitle_id"
                ],
                "type": "object"
              },
              "name": "create_subtitle_playlist"
            },
            {
              "description": "Delete a subtitle playlist.",
              "inputSchema": {
                "properties": {
                  "confirm": {
                    "description": "Set to true to confirm deletion (required in safe mode)",
                    "type": "boolean"
                  },
                  "subtitle_id": {
                    "description": "The subtitle ID (required)",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id",
                  "subtitle_id"
                ],
                "type": "object"
              },
              "name": "delete_subtitle_playlist"
            },
            {
              "description": "Permanently delete a subtitle from a video. This action cannot be undone.",
              "inputSchema": {
                "properties": {
                  "confirm": {
                    "description": "Set to true to confirm deletion (required in safe mode)",
                    "type": "boolean"
                  },
                  "subtitle_id": {
                    "description": "The subtitle ID to delete (required)",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id",
                  "subtitle_id"
                ],
                "type": "object"
              },
              "name": "delete_subtitle"
            },
            {
              "description": "Get video play counts - how many times content was played. \n\nUSAGE:\n- By video: group_by=[\"video_id\"] or group_by=[\"video_id\",\"video_title\"]\n- By country: group_by=[\"country\"]\n- By platform: group_by=[\"platform\"]\n- Daily trend: interval=\"day\"\n- For specific video: video_id=\"...\"\n\nSORTING: Use sort_by (e.g., \"day_desc\", \"video_id_asc\"). NOTE: Cannot sort by play count - for \"top N videos by plays\", fetch with group_by=[\"video_id\"] and sort results client-side.\n\nData limited to last 90 days. Defaults to last 2 weeks if no dates specified.",
              "inputSchema": {
                "properties": {
                  "country": {
                    "description": "Filter by country code (e.g., \"US\", \"GB\", \"CA\")",
                    "type": "string"
                  },
                  "group_by": {
                    "description": "Group results by fields. Options: video_id, video_title, playlist_id, playlist_name, platform, consumer_id, country, domain, app_id, app_name, content_type",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "interval": {
                    "description": "Time interval for grouping data (default: day)",
                    "enum": [
                      "hour",
                      "day",
                      "month"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results to return (default: 200, max: 500)",
                    "type": "number"
                  },
                  "offset": {
                    "description": "Offset for pagination",
                    "type": "number"
                  },
                  "platform": {
                    "description": "Filter by platform (e.g., \"ios\", \"android\", \"web\", \"roku\")",
                    "type": "string"
                  },
                  "playlist_id": {
                    "description": "Filter by playlist ID",
                    "type": "string"
                  },
                  "sort_by": {
                    "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
                    "enum": [
                      "day_desc",
                      "day_asc",
                      "hour_desc",
                      "hour_asc",
                      "month_desc",
                      "month_asc",
                      "video_id_desc",
                      "video_id_asc",
                      "video_title_desc",
                      "video_title_asc",
                      "platform_desc",
                      "platform_asc",
                      "country_desc",
                      "country_asc",
                      "playlist_id_desc",
                      "playlist_id_asc"
                    ],
                    "type": "string"
                  },
                  "start_date_gte": {
                    "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
                    "type": "string"
                  },
                  "start_date_lte": {
                    "description": "End date filter (YYYY-MM-DD). Defaults to today.",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "Filter by specific video ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "get_plays"
            },
            {
              "description": "Get unique viewer counts over time.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- By country: group_by=[\"country\"]\n- Daily trend: interval=\"day\"\n\nSORTING: Use sort_by (e.g., \"day_desc\"). Cannot sort by viewer count.\n\nData limited to last 90 days.",
              "inputSchema": {
                "properties": {
                  "country": {
                    "description": "Filter by country code (e.g., \"US\", \"GB\", \"CA\")",
                    "type": "string"
                  },
                  "group_by": {
                    "description": "Group results by fields. Options: video_id, video_title, playlist_id, playlist_name, platform, consumer_id, country, domain, app_id, app_name, content_type",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "interval": {
                    "description": "Time interval for grouping data (default: day)",
                    "enum": [
                      "hour",
                      "day",
                      "month"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results to return (default: 200, max: 500)",
                    "type": "number"
                  },
                  "offset": {
                    "description": "Offset for pagination",
                    "type": "number"
                  },
                  "platform": {
                    "description": "Filter by platform (e.g., \"ios\", \"android\", \"web\", \"roku\")",
                    "type": "string"
                  },
                  "playlist_id": {
                    "description": "Filter by playlist ID",
                    "type": "string"
                  },
                  "sort_by": {
                    "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
                    "enum": [
                      "day_desc",
                      "day_asc",
                      "hour_desc",
                      "hour_asc",
                      "month_desc",
                      "month_asc",
                      "video_id_desc",
                      "video_id_asc",
                      "video_title_desc",
                      "video_title_asc",
                      "platform_desc",
                      "platform_asc",
                      "country_desc",
                      "country_asc",
                      "playlist_id_desc",
                      "playlist_id_asc"
                    ],
                    "type": "string"
                  },
                  "start_date_gte": {
                    "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
                    "type": "string"
                  },
                  "start_date_lte": {
                    "description": "End date filter (YYYY-MM-DD). Defaults to today.",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "Filter by specific video ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "get_viewers"
            },
            {
              "description": "Get total hours of content watched.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- By platform: group_by=[\"platform\"]\n- Daily trend: interval=\"day\"\n\nSORTING: Use sort_by (e.g., \"day_desc\"). Cannot sort by hours watched.\n\nData limited to last 90 days.",
              "inputSchema": {
                "properties": {
                  "country": {
                    "description": "Filter by country code (e.g., \"US\", \"GB\", \"CA\")",
                    "type": "string"
                  },
                  "group_by": {
                    "description": "Group results by fields. Options: video_id, video_title, playlist_id, playlist_name, platform, consumer_id, country, domain, app_id, app_name, content_type",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "interval": {
                    "description": "Time interval for grouping data (default: day)",
                    "enum": [
                      "hour",
                      "day",
                      "month"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results to return (default: 200, max: 500)",
                    "type": "number"
                  },
                  "offset": {
                    "description": "Offset for pagination",
                    "type": "number"
                  },
                  "platform": {
                    "description": "Filter by platform (e.g., \"ios\", \"android\", \"web\", \"roku\")",
                    "type": "string"
                  },
                  "playlist_id": {
                    "description": "Filter by playlist ID",
                    "type": "string"
                  },
                  "sort_by": {
                    "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
                    "enum": [
                      "day_desc",
                      "day_asc",
                      "hour_desc",
                      "hour_asc",
                      "month_desc",
                      "month_asc",
                      "video_id_desc",
                      "video_id_asc",
                      "video_title_desc",
                      "video_title_asc",
                      "platform_desc",
                      "platform_asc",
                      "country_desc",
                      "country_asc",
                      "playlist_id_desc",
                      "playlist_id_asc"
                    ],
                    "type": "string"
                  },
                  "start_date_gte": {
                    "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
                    "type": "string"
                  },
                  "start_date_lte": {
                    "description": "End date filter (YYYY-MM-DD). Defaults to today.",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "Filter by specific video ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "get_hours_watched"
            },
            {
              "description": "Get average view time and completion metrics.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- By platform: group_by=[\"platform\"]\n- Daily trend: interval=\"day\"\n\nSORTING: Use sort_by (e.g., \"day_desc\"). Cannot sort by view time value.\n\nData limited to last 90 days.",
              "inputSchema": {
                "properties": {
                  "country": {
                    "description": "Filter by country code (e.g., \"US\", \"GB\", \"CA\")",
                    "type": "string"
                  },
                  "group_by": {
                    "description": "Group results by fields. Options: video_id, video_title, playlist_id, playlist_name, platform, consumer_id, country, domain, app_id, app_name, content_type",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "interval": {
                    "description": "Time interval for grouping data (default: day)",
                    "enum": [
                      "hour",
                      "day",
                      "month"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results to return (default: 200, max: 500)",
                    "type": "number"
                  },
                  "offset": {
                    "description": "Offset for pagination",
                    "type": "number"
                  },
                  "platform": {
                    "description": "Filter by platform (e.g., \"ios\", \"android\", \"web\", \"roku\")",
                    "type": "string"
                  },
                  "playlist_id": {
                    "description": "Filter by playlist ID",
                    "type": "string"
                  },
                  "sort_by": {
                    "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
                    "enum": [
                      "day_desc",
                      "day_asc",
                      "hour_desc",
                      "hour_asc",
                      "month_desc",
                      "month_asc",
                      "video_id_desc",
                      "video_id_asc",
                      "video_title_desc",
                      "video_title_asc",
                      "platform_desc",
                      "platform_asc",
                      "country_desc",
                      "country_asc",
                      "playlist_id_desc",
                      "playlist_id_asc"
                    ],
                    "type": "string"
                  },
                  "start_date_gte": {
                    "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
                    "type": "string"
                  },
                  "start_date_lte": {
                    "description": "End date filter (YYYY-MM-DD). Defaults to today.",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "Filter by specific video ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "get_view_time"
            },
            {
              "description": "Get total streaming/delivery hours across the platform.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- Daily trend: interval=\"day\"\n\nData limited to last 90 days.",
              "inputSchema": {
                "properties": {
                  "country": {
                    "description": "Filter by country code",
                    "type": "string"
                  },
                  "group_by": {
                    "description": "Group by fields: video_id, video_title, country, platform",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "interval": {
                    "description": "Time interval for grouping data (default: day)",
                    "enum": [
                      "hour",
                      "day",
                      "month"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results to return (default: 200, max: 500)",
                    "type": "number"
                  },
                  "offset": {
                    "description": "Offset for pagination",
                    "type": "number"
                  },
                  "platform": {
                    "description": "Filter by platform",
                    "type": "string"
                  },
                  "sort_by": {
                    "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
                    "enum": [
                      "day_desc",
                      "day_asc",
                      "hour_desc",
                      "hour_asc",
                      "month_desc",
                      "month_asc",
                      "video_id_desc",
                      "video_id_asc",
                      "video_title_desc",
                      "video_title_asc",
                      "platform_desc",
                      "platform_asc",
                      "country_desc",
                      "country_asc",
                      "playlist_id_desc",
                      "playlist_id_asc"
                    ],
                    "type": "string"
                  },
                  "start_date_gte": {
                    "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
                    "type": "string"
                  },
                  "start_date_lte": {
                    "description": "End date filter (YYYY-MM-DD). Defaults to today.",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "Filter by video ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_stream_hours"
            },
            {
              "description": "Get video player load/request counts.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- Daily trend: interval=\"day\"\n- By platform: group_by=[\"platform\"]\n\nData limited to last 90 days.",
              "inputSchema": {
                "properties": {
                  "country": {
                    "description": "Filter by country code",
                    "type": "string"
                  },
                  "group_by": {
                    "description": "Group by fields: video_id, video_title, country, platform",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "interval": {
                    "description": "Time interval for grouping data (default: day)",
                    "enum": [
                      "hour",
                      "day",
                      "month"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results to return (default: 200, max: 500)",
                    "type": "number"
                  },
                  "offset": {
                    "description": "Offset for pagination",
                    "type": "number"
                  },
                  "platform": {
                    "description": "Filter by platform",
                    "type": "string"
                  },
                  "sort_by": {
                    "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
                    "enum": [
                      "day_desc",
                      "day_asc",
                      "hour_desc",
                      "hour_asc",
                      "month_desc",
                      "month_asc",
                      "video_id_desc",
                      "video_id_asc",
                      "video_title_desc",
                      "video_title_asc",
                      "platform_desc",
                      "platform_asc",
                      "country_desc",
                      "country_asc",
                      "playlist_id_desc",
                      "playlist_id_asc"
                    ],
                    "type": "string"
                  },
                  "start_date_gte": {
                    "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
                    "type": "string"
                  },
                  "start_date_lte": {
                    "description": "End date filter (YYYY-MM-DD). Defaults to today.",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "Filter by video ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_player_requests"
            },
            {
              "description": "Get new subscription sign-up counts.\n\nUSAGE:\n- By plan: group_by=[\"plan_id\",\"plan_name\"]\n- Daily trend: interval=\"day\"\n- By country: group_by=[\"country\"]\n\nSORTING: Cannot sort by subscription count.\n\nData limited to last 90 days.",
              "inputSchema": {
                "properties": {
                  "country": {
                    "description": "Filter by country code (e.g., \"US\", \"GB\")",
                    "type": "string"
                  },
                  "group_by": {
                    "description": "Group results by fields. Options: plan_id, plan_name, country, platform",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "interval": {
                    "description": "Time interval for grouping data (default: day)",
                    "enum": [
                      "hour",
                      "day",
                      "month"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results to return (default: 200, max: 500)",
                    "type": "number"
                  },
                  "offset": {
                    "description": "Offset for pagination",
                    "type": "number"
                  },
                  "plan_id": {
                    "description": "Filter by subscription plan ID",
                    "type": "string"
                  },
                  "platform": {
                    "description": "Filter by platform",
                    "type": "string"
                  },
                  "sort_by": {
                    "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
                    "enum": [
                      "day_desc",
                      "day_asc",
                      "hour_desc",
                      "hour_asc",
                      "month_desc",
                      "month_asc",
                      "video_id_desc",
                      "video_id_asc",
                      "video_title_desc",
                      "video_title_asc",
                      "platform_desc",
                      "platform_asc",
                      "country_desc",
                      "country_asc",
                      "playlist_id_desc",
                      "playlist_id_asc"
                    ],
                    "type": "string"
                  },
                  "start_date_gte": {
                    "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
                    "type": "string"
                  },
                  "start_date_lte": {
                    "description": "End date filter (YYYY-MM-DD). Defaults to today.",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_new_subscriptions"
            },
            {
              "description": "Get subscription revenue data.\n\nUSAGE:\n- By plan: group_by=[\"plan_id\",\"plan_name\"]\n- Daily trend: interval=\"day\"\n- By country: group_by=[\"country\"]\n\nSORTING: Cannot sort by revenue amount.\n\nData limited to last 90 days.",
              "inputSchema": {
                "properties": {
                  "country": {
                    "description": "Filter by country code (e.g., \"US\", \"GB\")",
                    "type": "string"
                  },
                  "group_by": {
                    "description": "Group results by fields. Options: plan_id, plan_name, country, platform",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "interval": {
                    "description": "Time interval for grouping data (default: day)",
                    "enum": [
                      "hour",
                      "day",
                      "month"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results to return (default: 200, max: 500)",
                    "type": "number"
                  },
                  "offset": {
                    "description": "Offset for pagination",
                    "type": "number"
                  },
                  "plan_id": {
                    "description": "Filter by subscription plan ID",
                    "type": "string"
                  },
                  "platform": {
                    "description": "Filter by platform",
                    "type": "string"
                  },
                  "sort_by": {
                    "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
                    "enum": [
                      "day_desc",
                      "day_asc",
                      "hour_desc",
                      "hour_asc",
                      "month_desc",
                      "month_asc",
                      "video_id_desc",
                      "video_id_asc",
                      "video_title_desc",
                      "video_title_asc",
                      "platform_desc",
                      "platform_asc",
                      "country_desc",
                      "country_asc",
                      "playlist_id_desc",
                      "playlist_id_asc"
                    ],
                    "type": "string"
                  },
                  "start_date_gte": {
                    "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
                    "type": "string"
                  },
                  "start_date_lte": {
                    "description": "End date filter (YYYY-MM-DD). Defaults to today.",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_subscription_revenue"
            },
            {
              "description": "List subscriptions with optional filtering by plan, consumer, or payment provider.",
              "inputSchema": {
                "properties": {
                  "consumer_id": {
                    "description": "Filter by consumer ID",
                    "type": "string"
                  },
                  "order": {
                    "description": "Sort order",
                    "enum": [
                      "asc",
                      "desc"
                    ],
                    "type": "string"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "payment_provider": {
                    "description": "Filter by payment provider",
                    "enum": [
                      "stripe",
                      "braintree",
                      "recurly",
                      "redemption",
                      "third_party",
                      "amazon_fire",
                      "google_play",
                      "itunes",
                      "samsung",
                      "tizen",
                      "roku"
                    ],
                    "type": "string"
                  },
                  "per_page": {
                    "description": "Results per page (default: 10, max: 500)",
                    "type": "number"
                  },
                  "plan_id": {
                    "description": "Filter by plan ID",
                    "type": "string"
                  },
                  "q": {
                    "description": "Search by keyword",
                    "type": "string"
                  },
                  "sort": {
                    "description": "Field to sort by",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_subscriptions"
            },
            {
              "description": "Get detailed information about a specific subscription.",
              "inputSchema": {
                "properties": {
                  "subscription_id": {
                    "description": "The subscription ID",
                    "type": "string"
                  }
                },
                "required": [
                  "subscription_id"
                ],
                "type": "object"
              },
              "name": "get_subscription"
            },
            {
              "description": "Create a new subscription for a consumer.",
              "inputSchema": {
                "properties": {
                  "consumer_id": {
                    "description": "ID of the consumer",
                    "type": "string"
                  },
                  "coupon_code": {
                    "description": "Coupon code to apply",
                    "type": "string"
                  },
                  "plan_id": {
                    "description": "ID of the subscription plan",
                    "type": "string"
                  },
                  "trial_period_days": {
                    "description": "Trial period in days",
                    "type": "number"
                  }
                },
                "required": [
                  "consumer_id",
                  "plan_id"
                ],
                "type": "object"
              },
              "name": "create_subscription"
            },
            {
              "description": "Cancel an existing subscription.",
              "inputSchema": {
                "properties": {
                  "subscription_id": {
                    "description": "The subscription ID to cancel",
                    "type": "string"
                  }
                },
                "required": [
                  "subscription_id"
                ],
                "type": "object"
              },
              "name": "cancel_subscription"
            },
            {
              "description": "List subscription plans with optional filtering.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Filter by active status",
                    "type": "boolean"
                  },
                  "interval": {
                    "description": "Filter by billing interval",
                    "enum": [
                      "month",
                      "year"
                    ],
                    "type": "string"
                  },
                  "order": {
                    "description": "Sort order",
                    "enum": [
                      "asc",
                      "desc"
                    ],
                    "type": "string"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page",
                    "type": "number"
                  },
                  "q": {
                    "description": "Search by keyword",
                    "type": "string"
                  },
                  "sort": {
                    "description": "Field to sort by",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_plans"
            },
            {
              "description": "Get detailed information about a specific subscription plan.",
              "inputSchema": {
                "properties": {
                  "plan_id": {
                    "description": "The plan ID",
                    "type": "string"
                  }
                },
                "required": [
                  "plan_id"
                ],
                "type": "object"
              },
              "name": "get_plan"
            },
            {
              "description": "Create a new subscription plan.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Whether the plan is active",
                    "type": "boolean"
                  },
                  "amount": {
                    "description": "Plan price (e.g., \"9.99\")",
                    "type": "string"
                  },
                  "currency": {
                    "description": "Currency code (default: USD)",
                    "type": "string"
                  },
                  "description": {
                    "description": "Plan description",
                    "type": "string"
                  },
                  "interval": {
                    "description": "Billing interval",
                    "enum": [
                      "month",
                      "year"
                    ],
                    "type": "string"
                  },
                  "interval_count": {
                    "description": "Number of intervals (default: 1)",
                    "type": "number"
                  },
                  "name": {
                    "description": "Plan name",
                    "type": "string"
                  },
                  "trial_period_days": {
                    "description": "Trial period in days",
                    "type": "number"
                  }
                },
                "required": [
                  "name",
                  "amount",
                  "interval"
                ],
                "type": "object"
              },
              "name": "create_plan"
            },
            {
              "description": "Update an existing subscription plan.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Set active status",
                    "type": "boolean"
                  },
                  "amount": {
                    "description": "New price",
                    "type": "string"
                  },
                  "description": {
                    "description": "New description",
                    "type": "string"
                  },
                  "name": {
                    "description": "New plan name",
                    "type": "string"
                  },
                  "plan_id": {
                    "description": "The plan ID to update",
                    "type": "string"
                  }
                },
                "required": [
                  "plan_id"
                ],
                "type": "object"
              },
              "name": "update_plan"
            },
            {
              "description": "Delete a subscription plan.",
              "inputSchema": {
                "properties": {
                  "plan_id": {
                    "description": "The plan ID to delete",
                    "type": "string"
                  }
                },
                "required": [
                  "plan_id"
                ],
                "type": "object"
              },
              "name": "delete_plan"
            },
            {
              "description": "List transactions with optional filtering by consumer, video, or type.",
              "inputSchema": {
                "properties": {
                  "consumer_id": {
                    "description": "Filter by consumer ID",
                    "type": "string"
                  },
                  "order": {
                    "description": "Sort order",
                    "enum": [
                      "asc",
                      "desc"
                    ],
                    "type": "string"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page",
                    "type": "number"
                  },
                  "playlist_id": {
                    "description": "Filter by playlist ID",
                    "type": "string"
                  },
                  "q": {
                    "description": "Search by keyword",
                    "type": "string"
                  },
                  "sort": {
                    "description": "Field to sort by",
                    "type": "string"
                  },
                  "transaction_type": {
                    "description": "Filter by transaction type",
                    "enum": [
                      "purchase",
                      "rental",
                      "pass"
                    ],
                    "type": "string"
                  },
                  "video_id": {
                    "description": "Filter by video ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_transactions"
            },
            {
              "description": "Get detailed information about a specific transaction.",
              "inputSchema": {
                "properties": {
                  "transaction_id": {
                    "description": "The transaction ID",
                    "type": "string"
                  }
                },
                "required": [
                  "transaction_id"
                ],
                "type": "object"
              },
              "name": "get_transaction"
            },
            {
              "description": "List redemption codes with optional filtering by plan, video, or redemption status.",
              "inputSchema": {
                "properties": {
                  "expired": {
                    "description": "Filter by expired status",
                    "type": "boolean"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page",
                    "type": "number"
                  },
                  "plan_id": {
                    "description": "Filter by plan ID",
                    "type": "string"
                  },
                  "playlist_id": {
                    "description": "Filter by playlist ID",
                    "type": "string"
                  },
                  "redeemed": {
                    "description": "Filter by redeemed status",
                    "type": "boolean"
                  },
                  "video_id": {
                    "description": "Filter by video ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_redemption_codes"
            },
            {
              "description": "Get detailed information about a specific redemption code.",
              "inputSchema": {
                "properties": {
                  "code_id": {
                    "description": "The redemption code ID",
                    "type": "string"
                  }
                },
                "required": [
                  "code_id"
                ],
                "type": "object"
              },
              "name": "get_redemption_code"
            },
            {
              "description": "List ad tags (VAST/VMAP) configured for your account.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Filter by active status",
                    "type": "boolean"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page",
                    "type": "number"
                  }
                },
                "type": "object"
              },
              "name": "list_ad_tags"
            },
            {
              "description": "Get detailed information about a specific ad tag.",
              "inputSchema": {
                "properties": {
                  "ad_tag_id": {
                    "description": "The ad tag ID",
                    "type": "string"
                  }
                },
                "required": [
                  "ad_tag_id"
                ],
                "type": "object"
              },
              "name": "get_ad_tag"
            },
            {
              "description": "Create a new VAST/VMAP ad tag.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Whether the ad tag is active (default: true)",
                    "type": "boolean"
                  },
                  "name": {
                    "description": "Ad tag name",
                    "type": "string"
                  },
                  "scope": {
                    "description": "Ad tag scope",
                    "enum": [
                      "library",
                      "video",
                      "playlist"
                    ],
                    "type": "string"
                  },
                  "tag": {
                    "description": "The VAST/VMAP ad tag URL",
                    "type": "string"
                  },
                  "vmap": {
                    "description": "Whether this is a VMAP tag",
                    "type": "boolean"
                  }
                },
                "required": [
                  "name",
                  "tag"
                ],
                "type": "object"
              },
              "name": "create_ad_tag"
            },
            {
              "description": "Update an existing ad tag.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Set active status",
                    "type": "boolean"
                  },
                  "ad_tag_id": {
                    "description": "The ad tag ID to update",
                    "type": "string"
                  },
                  "name": {
                    "description": "New name",
                    "type": "string"
                  },
                  "tag": {
                    "description": "New ad tag URL",
                    "type": "string"
                  }
                },
                "required": [
                  "ad_tag_id"
                ],
                "type": "object"
              },
              "name": "update_ad_tag"
            },
            {
              "description": "Delete an ad tag.",
              "inputSchema": {
                "properties": {
                  "ad_tag_id": {
                    "description": "The ad tag ID to delete",
                    "type": "string"
                  }
                },
                "required": [
                  "ad_tag_id"
                ],
                "type": "object"
              },
              "name": "delete_ad_tag"
            },
            {
              "description": "List available revenue models (AVOD, SVOD, TVOD, etc.).",
              "inputSchema": {
                "properties": {
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page",
                    "type": "number"
                  }
                },
                "type": "object"
              },
              "name": "list_revenue_models"
            },
            {
              "description": "Get detailed information about a specific revenue model.",
              "inputSchema": {
                "properties": {
                  "revenue_model_id": {
                    "description": "The revenue model ID",
                    "type": "string"
                  }
                },
                "required": [
                  "revenue_model_id"
                ],
                "type": "object"
              },
              "name": "get_revenue_model"
            },
            {
              "description": "List all zobject types in your Zype library. Zobject types define custom metadata schemas (e.g., actors, directors, genres).",
              "inputSchema": {
                "properties": {
                  "order": {
                    "description": "Sort order",
                    "enum": [
                      "asc",
                      "desc"
                    ],
                    "type": "string"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page (default: 10, max: 500)",
                    "type": "number"
                  },
                  "q": {
                    "description": "Filter by keyword",
                    "type": "string"
                  },
                  "sort": {
                    "description": "Field to sort by",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_zobject_types"
            },
            {
              "description": "Get detailed information about a specific zobject type, including its custom attributes.",
              "inputSchema": {
                "properties": {
                  "zobject_type_id": {
                    "description": "The unique ID of the zobject type",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_type_id"
                ],
                "type": "object"
              },
              "name": "get_zobject_type"
            },
            {
              "description": "Create a new zobject type (custom metadata schema). Define custom attributes for your content metadata like actors, directors, etc.",
              "inputSchema": {
                "properties": {
                  "description": {
                    "description": "Description of the zobject type",
                    "type": "string"
                  },
                  "playlists_enabled": {
                    "description": "Allow associating playlists with zobjects of this type (default: false)",
                    "type": "boolean"
                  },
                  "title": {
                    "description": "Title of the zobject type (must be unique, required)",
                    "type": "string"
                  },
                  "videos_enabled": {
                    "description": "Allow associating videos with zobjects of this type (default: true)",
                    "type": "boolean"
                  },
                  "zobject_attributes_attributes": {
                    "description": "Custom attributes/fields for this zobject type",
                    "items": {
                      "properties": {
                        "attribute_type": {
                          "description": "Data type of the attribute",
                          "enum": [
                            "String",
                            "Text",
                            "Integer",
                            "Float",
                            "Date",
                            "Time",
                            "Boolean",
                            "Array",
                            "Id"
                          ],
                          "type": "string"
                        },
                        "description": {
                          "description": "Description of the attribute",
                          "type": "string"
                        },
                        "name": {
                          "description": "Name of the attribute",
                          "type": "string"
                        }
                      },
                      "required": [
                        "name",
                        "attribute_type"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "title"
                ],
                "type": "object"
              },
              "name": "create_zobject_type"
            },
            {
              "description": "Update an existing zobject type.",
              "inputSchema": {
                "properties": {
                  "description": {
                    "description": "New description",
                    "type": "string"
                  },
                  "playlists_enabled": {
                    "description": "Allow associating playlists",
                    "type": "boolean"
                  },
                  "title": {
                    "description": "New title",
                    "type": "string"
                  },
                  "videos_enabled": {
                    "description": "Allow associating videos",
                    "type": "boolean"
                  },
                  "zobject_attributes_attributes": {
                    "description": "Updated custom attributes (replaces existing)",
                    "items": {
                      "properties": {
                        "attribute_type": {
                          "enum": [
                            "String",
                            "Text",
                            "Integer",
                            "Float",
                            "Date",
                            "Time",
                            "Boolean",
                            "Array",
                            "Id"
                          ],
                          "type": "string"
                        },
                        "description": {
                          "type": "string"
                        },
                        "name": {
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "zobject_type_id": {
                    "description": "The unique ID of the zobject type to update (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_type_id"
                ],
                "type": "object"
              },
              "name": "update_zobject_type"
            },
            {
              "description": "Permanently delete a zobject type. This action cannot be undone and may affect associated zobjects.",
              "inputSchema": {
                "properties": {
                  "confirm": {
                    "description": "Set to true to confirm deletion (required in safe mode)",
                    "type": "boolean"
                  },
                  "zobject_type_id": {
                    "description": "The unique ID of the zobject type to delete (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_type_id"
                ],
                "type": "object"
              },
              "name": "delete_zobject_type"
            },
            {
              "description": "List zobjects (custom metadata instances) with optional filtering by type. Returns full API response including all custom attributes defined on the zobject type (e.g., pictures, keywords, stadium info for teams, biography for actors). Custom attributes are returned as top-level fields. Examples: list all actors, directors, teams.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Filter by active status",
                    "type": "boolean"
                  },
                  "order": {
                    "description": "Sort order",
                    "enum": [
                      "asc",
                      "desc"
                    ],
                    "type": "string"
                  },
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page (default: 10, max: 500)",
                    "type": "number"
                  },
                  "q": {
                    "description": "Search by keyword",
                    "type": "string"
                  },
                  "sort": {
                    "description": "Field to sort by",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "Filter by zobject type title (e.g., \"actor\", \"director\", \"teams\")",
                    "type": "string"
                  },
                  "zobject_type_id": {
                    "description": "Filter by zobject type ID",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "list_zobjects"
            },
            {
              "description": "Get detailed information about a specific zobject, including all custom attributes, associated videos and playlists. Returns full API response with custom attributes as top-level fields (e.g., pictures array, keywords, stadium_name, team_abbreviation, biography, etc. depending on zobject type schema).",
              "inputSchema": {
                "properties": {
                  "zobject_id": {
                    "description": "The unique ID of the zobject",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type title (e.g., \"actor\", \"director\", \"teams\")",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type"
                ],
                "type": "object"
              },
              "name": "get_zobject"
            },
            {
              "description": "Create a new zobject (custom metadata instance). Must specify which zobject_type it belongs to.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Whether the zobject is active (default: true)",
                    "type": "boolean"
                  },
                  "custom": {
                    "description": "Custom attributes as key-value pairs",
                    "type": "object"
                  },
                  "description": {
                    "description": "Description",
                    "type": "string"
                  },
                  "friendly_title": {
                    "description": "URL-friendly title (slug)",
                    "type": "string"
                  },
                  "playlist_ids": {
                    "description": "Array of playlist IDs to associate",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "title": {
                    "description": "Title of the zobject (required)",
                    "type": "string"
                  },
                  "video_ids": {
                    "description": "Array of video IDs to associate",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "zobject_type_id": {
                    "description": "ID of the zobject type this zobject belongs to (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_type_id",
                  "title"
                ],
                "type": "object"
              },
              "name": "create_zobject"
            },
            {
              "description": "Update an existing zobject. Only provide the fields you want to change.",
              "inputSchema": {
                "properties": {
                  "active": {
                    "description": "Set active status",
                    "type": "boolean"
                  },
                  "custom": {
                    "description": "Update custom attributes",
                    "type": "object"
                  },
                  "description": {
                    "description": "New description",
                    "type": "string"
                  },
                  "friendly_title": {
                    "description": "New URL-friendly title",
                    "type": "string"
                  },
                  "playlist_ids": {
                    "description": "Replace playlist associations",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "title": {
                    "description": "New title",
                    "type": "string"
                  },
                  "video_ids": {
                    "description": "Replace video associations",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "zobject_id": {
                    "description": "The unique ID of the zobject to update (required)",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type"
                ],
                "type": "object"
              },
              "name": "update_zobject"
            },
            {
              "description": "Permanently delete a zobject. This action cannot be undone.",
              "inputSchema": {
                "properties": {
                  "confirm": {
                    "description": "Set to true to confirm deletion (required in safe mode)",
                    "type": "boolean"
                  },
                  "zobject_id": {
                    "description": "The unique ID of the zobject to delete (required)",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type"
                ],
                "type": "object"
              },
              "name": "delete_zobject"
            },
            {
              "description": "Add one or more videos to a zobject (e.g., associate videos with an actor).",
              "inputSchema": {
                "properties": {
                  "video_ids": {
                    "description": "Array of video IDs to add (required)",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "zobject_id": {
                    "description": "The unique ID of the zobject (required)",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type",
                  "video_ids"
                ],
                "type": "object"
              },
              "name": "add_videos_to_zobject"
            },
            {
              "description": "Remove one or more videos from a zobject.",
              "inputSchema": {
                "properties": {
                  "video_ids": {
                    "description": "Array of video IDs to remove (required)",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "zobject_id": {
                    "description": "The unique ID of the zobject (required)",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type",
                  "video_ids"
                ],
                "type": "object"
              },
              "name": "remove_videos_from_zobject"
            },
            {
              "description": "List all videos associated with a zobject.",
              "inputSchema": {
                "properties": {
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page",
                    "type": "number"
                  },
                  "zobject_id": {
                    "description": "The unique ID of the zobject (required)",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type"
                ],
                "type": "object"
              },
              "name": "get_zobject_videos"
            },
            {
              "description": "Add one or more playlists to a zobject.",
              "inputSchema": {
                "properties": {
                  "playlist_ids": {
                    "description": "Array of playlist IDs to add (required)",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "zobject_id": {
                    "description": "The unique ID of the zobject (required)",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type",
                  "playlist_ids"
                ],
                "type": "object"
              },
              "name": "add_playlists_to_zobject"
            },
            {
              "description": "Remove one or more playlists from a zobject.",
              "inputSchema": {
                "properties": {
                  "playlist_ids": {
                    "description": "Array of playlist IDs to remove (required)",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "zobject_id": {
                    "description": "The unique ID of the zobject (required)",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type",
                  "playlist_ids"
                ],
                "type": "object"
              },
              "name": "remove_playlists_from_zobject"
            },
            {
              "description": "List all playlists associated with a zobject.",
              "inputSchema": {
                "properties": {
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page",
                    "type": "number"
                  },
                  "zobject_id": {
                    "description": "The unique ID of the zobject (required)",
                    "type": "string"
                  },
                  "zobject_type": {
                    "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "zobject_id",
                  "zobject_type"
                ],
                "type": "object"
              },
              "name": "get_zobject_playlists"
            },
            {
              "description": "List all transcriptions and translations for a video.\n\nReturns both original transcriptions and any translations, with their status (pending, processing, completed, failed).\nUse this to check the status of async transcription/translation operations.",
              "inputSchema": {
                "properties": {
                  "page": {
                    "description": "Page number (default: 1)",
                    "type": "number"
                  },
                  "per_page": {
                    "description": "Results per page (default: 10, max: 500)",
                    "type": "number"
                  },
                  "video_id": {
                    "description": "The video ID to list transcriptions for (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "list_transcriptions"
            },
            {
              "description": "Get a single transcription or translation with full details.\n\nReturns complete text content and download URLs for SRT/VTT subtitle files.\nUse the transcription_id from list_transcriptions.",
              "inputSchema": {
                "properties": {
                  "transcription_id": {
                    "description": "The transcription ID (required)",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id",
                  "transcription_id"
                ],
                "type": "object"
              },
              "name": "get_transcription"
            },
            {
              "description": "Initiate AI transcription for a video.\n\n**IMPORTANT:** This is an ASYNC operation. The transcription processes in the background.\n- Returns immediately with a pending status\n- Use list_transcriptions or get_transcription to check progress\n- Video must have a playable source file (mezzanine)\n- Once complete, provides full text and SRT/VTT download URLs",
              "inputSchema": {
                "properties": {
                  "video_id": {
                    "description": "The video ID to transcribe (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "transcribe_video"
            },
            {
              "description": "Initiate AI translation for a video to a target language.\n\n**IMPORTANT:** This is an ASYNC operation. The translation processes in the background.\n- Requires an existing transcription (transcribe first if none exists)\n- Use list_translation_languages to see available target languages\n- Use list_transcriptions or get_transcription to check progress\n- Once complete, provides translated text and SRT/VTT download URLs",
              "inputSchema": {
                "properties": {
                  "language": {
                    "description": "Target language code, e.g., \"es\", \"fr\", \"de\" (required). Use list_translation_languages to see options.",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID to translate (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id",
                  "language"
                ],
                "type": "object"
              },
              "name": "translate_video"
            },
            {
              "description": "List available translation languages for a video. Returns language codes that can be used with translate_video.",
              "inputSchema": {
                "properties": {
                  "video_id": {
                    "description": "The video ID (required)",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "list_translation_languages"
            },
            {
              "description": "Get player embed code or raw player data for a video.\n\n**Formats:**\n- `json`: Returns raw player data including JavaScript player code, and response metadata. Best for inspecting player behavior.\n- `html`: Returns a complete HTML page with embedded player - ready to use as an iframe src or for inspection.\n- `js`: Returns JavaScript embed code to include in a webpage.\n\n**Use cases:**\n- Generate embed codes for web pages\n- Get the full HTML player page for iframe embedding\n- Inspect player JavaScript code\n- Debug playback issues",
              "inputSchema": {
                "properties": {
                  "audio_only": {
                    "description": "Audio-only playback (default: false)",
                    "type": "boolean"
                  },
                  "autoplay": {
                    "description": "Enable autoplay (default: false)",
                    "type": "boolean"
                  },
                  "format": {
                    "default": "json",
                    "description": "Player format: \"html\" for full HTML page, \"js\" for JavaScript embed, \"json\" for player data",
                    "enum": [
                      "html",
                      "js",
                      "json"
                    ],
                    "type": "string"
                  },
                  "player_key": {
                    "description": "Player API key (uses server API key if not provided)",
                    "type": "string"
                  },
                  "video_id": {
                    "description": "The video ID to get the player for",
                    "type": "string"
                  }
                },
                "required": [
                  "video_id"
                ],
                "type": "object"
              },
              "name": "get_player"
            }
          ]
        },
        "url": "https://mcp.zype.com/.well-known/mcp/server-card.json"
      },
      "latency_ms": 190.48,
      "status": "ok"
    },
    "session_resume_probe": {
      "details": {
        "protocol_version": null,
        "reason": "no_session_id",
        "resume_expected": false,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "step_up_auth_probe": {
      "details": {
        "auth_required_checks": [
          "initialize",
          "prompts_list",
          "resources_list"
        ],
        "broad_scopes": [],
        "challenge_headers": [],
        "minimal_scope_documented": false,
        "oauth_present": false,
        "scope_specificity_ratio": 0.0,
        "step_up_signals": [],
        "supported_scopes": []
      },
      "latency_ms": null,
      "status": "warning"
    },
    "tool_snapshot_probe": {
      "details": {
        "reason": "no_tools"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "tools_list": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 401,
        "payload": {},
        "url": "https://mcp.zype.com/mcp"
      },
      "latency_ms": 13.97,
      "status": "error"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "bad_protocol_payload": {
          "error": "Missing authentication. Provide X-Zype-API-Key header or Authorization: Bearer <token>"
        },
        "bad_protocol_status_code": 401,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_protocol_header",
          "bad_protocol_not_rejected"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": false,
        "transport": "streamable-http"
      },
      "latency_ms": 6.21,
      "status": "error"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": true,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [],
        "pagination": {
          "metadata_signal": true,
          "next_cursor_methods": [],
          "supported": true
        },
        "tasks": {
          "advertised": false,
          "http_status": 401,
          "probe_status": "auth_required"
        }
      },
      "latency_ms": 4.95,
      "status": "ok"
    }
  },
  "failures": {
    "initialize": {
      "error": "Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
      "headers": {
        "content-type": "application/json",
        "strict-transport-security": "max-age=31536000; includeSubDomains"
      },
      "http_status": 401,
      "payload": {},
      "url": "https://mcp.zype.com/mcp"
    },
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 Not Found' for url 'https://mcp.zype.com/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.zype.com/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "tools_list": {
      "error": "Client error '401 Unauthorized' for url 'https://mcp.zype.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
      "headers": {
        "content-type": "application/json",
        "strict-transport-security": "max-age=31536000; includeSubDomains"
      },
      "http_status": 401,
      "payload": {},
      "url": "https://mcp.zype.com/mcp"
    },
    "transport_compliance_probe": {
      "bad_protocol_error": null,
      "bad_protocol_headers": {
        "content-type": "application/json",
        "strict-transport-security": "max-age=31536000; includeSubDomains"
      },
      "bad_protocol_payload": {
        "error": "Missing authentication. Provide X-Zype-API-Key header or Authorization: Bearer <token>"
      },
      "bad_protocol_status_code": 401,
      "delete_error": null,
      "delete_status_code": null,
      "expired_session_error": null,
      "expired_session_status_code": null,
      "issues": [
        "missing_protocol_header",
        "bad_protocol_not_rejected"
      ],
      "last_event_id_visible": false,
      "protocol_header_present": false,
      "requested_protocol_version": "2025-03-26",
      "session_id_present": false,
      "transport": "streamable-http"
    }
  },
  "remote_url": "https://mcp.zype.com/mcp",
  "server_card_payload": {
    "authentication": {
      "description": "Requires X-Zype-API-Key header with your Zype Admin API key",
      "required": true,
      "schemes": [
        "apiKey"
      ]
    },
    "prompts": [],
    "resources": [],
    "serverInfo": {
      "name": "Zype Video Platform",
      "version": "0.5.3"
    },
    "tools": [
      {
        "description": "List videos from your Zype library with comprehensive filtering.\n\n**FILTERING STRATEGY - Use precise filters over text search:**\n- For category-based queries (e.g., \"SNL videos\", \"premium content\", \"action movies\"):\n  \u2192 Use `category` filter: {\"category\": {\"YouTube Channel\": \"Saturday Night Live\"}}\n  \u2192 First call list_categories to see available category names and values\n- For monetization queries (e.g., \"subscription videos\", \"free content\"):\n  \u2192 Use monetization filters: subscription_required, pass_required, purchase_required\n- For series/episodic content:\n  \u2192 Use series_id, season, episode filters\n- For batch operations on known videos:\n  \u2192 Use `id` array filter instead of searching\n- Use `q` (text search) only for fuzzy title/description matching when exact filters don't apply\n\n**Available Filters:**\n- Pagination: page, per_page (max 500)\n- Text search: q (searches title, source_id, zobject title - use as last resort)\n- Status: active, on_air, featured, mature_content, friendly_title, keyword\n- Dates: created_at_gte/lte, published_at_gte/lte, updated_at_gte/lte\n- Monetization: subscription_required, pass_required, rental_required, purchase_required\n- Categories: category object (e.g., {\"Genre\": \"Action\", \"Premium\": \"true\"})\n- Series: series_id, season\n- Source: source_id, dpt_enabled, country\n- External IDs: youtube_id, vimeo_id, crunchyroll_id, hulu_id\n- Batch: id (array of video IDs)",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Filter by active status",
              "enum": [
                "true",
                "false",
                "all"
              ],
              "type": "string"
            },
            "category": {
              "description": "Filter by category values (e.g., {\"Premium\": \"true\", \"Genre\": \"Action\"})",
              "type": "object"
            },
            "country": {
              "description": "Filter by country code",
              "type": "string"
            },
            "created_at_gte": {
              "description": "Created at or after (ISO8601)",
              "type": "string"
            },
            "created_at_lte": {
              "description": "Created at or before (ISO8601)",
              "type": "string"
            },
            "crunchyroll_id": {
              "description": "Filter by Crunchyroll ID",
              "type": "string"
            },
            "dpt_enabled": {
              "description": "Filter by Dynamic Player Technology",
              "type": "boolean"
            },
            "featured": {
              "description": "Filter featured videos",
              "type": "boolean"
            },
            "friendly_title": {
              "description": "Filter by URL slug (exact match)",
              "type": "string"
            },
            "hulu_id": {
              "description": "Filter by Hulu ID",
              "type": "string"
            },
            "id": {
              "description": "Filter by specific video IDs (batch lookup)",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "keyword": {
              "description": "Filter by keyword/tag",
              "type": "string"
            },
            "mature_content": {
              "description": "Filter mature content",
              "type": "boolean"
            },
            "on_air": {
              "description": "Filter by on-air/broadcasting status",
              "type": "boolean"
            },
            "order": {
              "description": "Sort order",
              "enum": [
                "asc",
                "desc"
              ],
              "type": "string"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "pass_required": {
              "description": "Filter pass-gated videos",
              "type": "boolean"
            },
            "per_page": {
              "description": "Results per page (default: 10, max: 500)",
              "type": "number"
            },
            "published_at_gte": {
              "description": "Published at or after (ISO8601)",
              "type": "string"
            },
            "published_at_lte": {
              "description": "Published at or before (ISO8601)",
              "type": "string"
            },
            "purchase_required": {
              "description": "Filter purchasable videos",
              "type": "boolean"
            },
            "q": {
              "description": "Search query (searches title, source_id, id, zobject title)",
              "type": "string"
            },
            "rental_required": {
              "description": "Filter rental videos",
              "type": "boolean"
            },
            "season": {
              "description": "Filter by season number",
              "type": "number"
            },
            "series_id": {
              "description": "Filter by series ID",
              "type": "string"
            },
            "sort": {
              "description": "Field to sort by (created_at, published_at, title, updated_at)",
              "type": "string"
            },
            "source_id": {
              "description": "Filter by video source ID",
              "type": "string"
            },
            "subscription_required": {
              "description": "Filter subscription-gated videos",
              "type": "boolean"
            },
            "updated_at_gte": {
              "description": "Updated at or after (ISO8601) - for sync/delta",
              "type": "string"
            },
            "updated_at_lte": {
              "description": "Updated at or before (ISO8601)",
              "type": "string"
            },
            "vimeo_id": {
              "description": "Filter by Vimeo ID",
              "type": "string"
            },
            "youtube_id": {
              "description": "Filter by YouTube ID",
              "type": "string"
            },
            "zobject_id": {
              "description": "Filter by zobject association",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_videos"
      },
      {
        "description": "Get comprehensive metadata for a video including status, scheduling, monetization, series info, categories, and external IDs.",
        "inputSchema": {
          "properties": {
            "video_id": {
              "description": "The unique ID of the video",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "get_video"
      },
      {
        "description": "Create a new video record with full metadata support. Supports:\n- Basic metadata (title, description, keywords)\n- Status flags (active, featured, on_air, mature_content)\n- Scheduling (published_at, enable_at, disable_at, on_air_at, off_air_at)\n- Series/Episode (series_id, season, episode)\n- Localization (country, language)\n- Classification (genre, rating, parental_guidelines_rating)\n- Monetization (subscription_required, purchase_price, rental_price, plan_ids)\n- Categories via array: [{\"title\": \"Premium\", \"value\": [\"true\"]}]\n- AI features (transcriptions_enabled)\n- External IDs (youtube_id, vimeo_id, etc.)\n\nThis creates the metadata record. Add video sources separately.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Active in library",
              "type": "boolean"
            },
            "categories": {
              "description": "Category assignments: [{\"category_id\": \"6439b285101efc0001a067aa\", \"value\": [\"true\"]}]",
              "items": {
                "properties": {
                  "category_id": {
                    "description": "Category ID",
                    "type": "string"
                  },
                  "value": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "country": {
              "description": "Country code (e.g., \"US\")",
              "type": "string"
            },
            "description": {
              "description": "Full description",
              "type": "string"
            },
            "disable_at": {
              "description": "Auto-disable date (ISO8601)",
              "type": "string"
            },
            "enable_at": {
              "description": "Auto-enable date (ISO8601)",
              "type": "string"
            },
            "episode": {
              "description": "Episode number",
              "type": "number"
            },
            "featured": {
              "description": "Featured/highlighted",
              "type": "boolean"
            },
            "friendly_title": {
              "description": "URL-friendly slug",
              "type": "string"
            },
            "genre": {
              "description": "Genre",
              "type": "string"
            },
            "keywords": {
              "description": "Keywords/tags",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "language": {
              "description": "Language code (e.g., \"en\")",
              "type": "string"
            },
            "mature_content": {
              "description": "Contains mature content",
              "type": "boolean"
            },
            "on_air": {
              "description": "Currently broadcasting",
              "type": "boolean"
            },
            "ott_description": {
              "description": "OTT-specific description",
              "type": "string"
            },
            "published_at": {
              "description": "Publish date (ISO8601)",
              "type": "string"
            },
            "purchase_price": {
              "description": "Purchase price",
              "type": "string"
            },
            "purchase_required": {
              "description": "Require purchase",
              "type": "boolean"
            },
            "rating": {
              "description": "Content rating",
              "type": "string"
            },
            "rental_duration": {
              "description": "Rental duration (hours)",
              "type": "number"
            },
            "rental_price": {
              "description": "Rental price",
              "type": "string"
            },
            "rental_required": {
              "description": "Require rental",
              "type": "boolean"
            },
            "season": {
              "description": "Season number",
              "type": "number"
            },
            "series_id": {
              "description": "Series ID for episodic content",
              "type": "string"
            },
            "short_description": {
              "description": "Short description for listings",
              "type": "string"
            },
            "subscription_required": {
              "description": "Require subscription",
              "type": "boolean"
            },
            "title": {
              "description": "Video title (required)",
              "type": "string"
            },
            "transcriptions_enabled": {
              "description": "Enable AI transcription",
              "type": "boolean"
            }
          },
          "required": [
            "title"
          ],
          "type": "object"
        },
        "name": "create_video"
      },
      {
        "description": "Update a video's metadata. Only provided fields are updated. Supports all fields from create_video plus:\n- To update categories: provide categories array with {category_id, value} objects (call list_categories first to get the category_id)\n- To schedule auto-enable/disable: use enable_at, disable_at\n- To set monetization: subscription_required, purchase_price, etc.\n- To link to series: series_id, season, episode\n\nExample category update: {\"video_id\": \"...\", \"categories\": [{\"category_id\": \"6439b285101efc0001a067aa\", \"value\": [\"true\"]}]}",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Active status",
              "type": "boolean"
            },
            "categories": {
              "description": "Category assignments: [{\"category_id\": \"6439b285101efc0001a067aa\", \"value\": [\"true\"]}]",
              "items": {
                "properties": {
                  "category_id": {
                    "description": "Category ID",
                    "type": "string"
                  },
                  "value": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "country": {
              "description": "Country code",
              "type": "string"
            },
            "custom_attributes": {
              "description": "Custom key-value attributes",
              "type": "object"
            },
            "description": {
              "description": "Full description",
              "type": "string"
            },
            "disable_at": {
              "description": "Auto-disable date",
              "type": "string"
            },
            "enable_at": {
              "description": "Auto-enable date",
              "type": "string"
            },
            "episode": {
              "description": "Episode number",
              "type": "number"
            },
            "featured": {
              "description": "Featured status",
              "type": "boolean"
            },
            "friendly_title": {
              "description": "URL slug",
              "type": "string"
            },
            "genre": {
              "description": "Genre",
              "type": "string"
            },
            "keywords": {
              "description": "Keywords/tags",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "language": {
              "description": "Language code",
              "type": "string"
            },
            "mature_content": {
              "description": "Mature content flag",
              "type": "boolean"
            },
            "off_air_at": {
              "description": "Scheduled on-air end",
              "type": "string"
            },
            "on_air": {
              "description": "On-air status",
              "type": "boolean"
            },
            "on_air_at": {
              "description": "Scheduled on-air start",
              "type": "string"
            },
            "ott_description": {
              "description": "OTT description",
              "type": "string"
            },
            "parental_guidelines_rating": {
              "description": "Parental rating",
              "type": "string"
            },
            "pass_required": {
              "description": "Require pass",
              "type": "boolean"
            },
            "plan_ids": {
              "description": "Plan IDs granting access",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "published_at": {
              "description": "Publish date (ISO8601)",
              "type": "string"
            },
            "purchase_price": {
              "description": "Purchase price",
              "type": "string"
            },
            "purchase_required": {
              "description": "Require purchase",
              "type": "boolean"
            },
            "rating": {
              "description": "Content rating",
              "type": "string"
            },
            "rental_duration": {
              "description": "Rental duration (hours)",
              "type": "number"
            },
            "rental_price": {
              "description": "Rental price",
              "type": "string"
            },
            "rental_required": {
              "description": "Require rental",
              "type": "boolean"
            },
            "season": {
              "description": "Season number",
              "type": "number"
            },
            "series_id": {
              "description": "Series ID",
              "type": "string"
            },
            "short_description": {
              "description": "Short description",
              "type": "string"
            },
            "subscription_ads_enabled": {
              "description": "Show ads for subscribers",
              "type": "boolean"
            },
            "subscription_required": {
              "description": "Require subscription",
              "type": "boolean"
            },
            "title": {
              "description": "Video title",
              "type": "string"
            },
            "transcriptions_enabled": {
              "description": "AI transcription",
              "type": "boolean"
            },
            "video_id": {
              "description": "Video ID to update (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "update_video"
      },
      {
        "description": "Permanently delete a video from Zype. This action cannot be undone.",
        "inputSchema": {
          "properties": {
            "confirm": {
              "description": "Set to true to confirm deletion (required in safe mode)",
              "type": "boolean"
            },
            "video_id": {
              "description": "The unique ID of the video to delete (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "delete_video"
      },
      {
        "description": "Get the mezzanine/source file download URL for a video. Returns { url, filesize } when the original source file is available. Returns an error if no mezzanine file exists (e.g., for YouTube-sourced videos).",
        "inputSchema": {
          "properties": {
            "video_id": {
              "description": "The unique ID of the video (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "download_video"
      },
      {
        "description": "List playlists from your Zype library with pagination and filters.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Filter by active status",
              "enum": [
                "true",
                "false",
                "all"
              ],
              "type": "string"
            },
            "friendly_title": {
              "description": "Filter by friendly title (slug)",
              "type": "string"
            },
            "order": {
              "description": "Sort order",
              "enum": [
                "asc",
                "desc"
              ],
              "type": "string"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page (default: 10, max: 500)",
              "type": "number"
            },
            "q": {
              "description": "Search by keyword",
              "type": "string"
            },
            "sort": {
              "description": "Field to sort by",
              "type": "string"
            },
            "title": {
              "description": "Filter by title",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_playlists"
      },
      {
        "description": "Get detailed information about a specific playlist by its ID.",
        "inputSchema": {
          "properties": {
            "playlist_id": {
              "description": "The unique ID of the playlist",
              "type": "string"
            }
          },
          "required": [
            "playlist_id"
          ],
          "type": "object"
        },
        "name": "get_playlist"
      },
      {
        "description": "Create a new playlist in Zype.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Whether the playlist is active (default: true)",
              "type": "boolean"
            },
            "categories": {
              "description": "Assign category values",
              "items": {
                "properties": {
                  "category_id": {
                    "description": "Category ID",
                    "type": "string"
                  },
                  "value": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "description": {
              "description": "Description of the playlist",
              "type": "string"
            },
            "friendly_title": {
              "description": "URL-friendly title (slug)",
              "type": "string"
            },
            "match_type": {
              "description": "For category playlists: match all or any of the specified category values (default: all)",
              "enum": [
                "all",
                "any"
              ],
              "type": "string"
            },
            "parent_id": {
              "description": "Parent playlist ID for nested playlists",
              "type": "string"
            },
            "playlist_type": {
              "description": "Playlist type: manual (hand-picked videos) or category (dynamic playlist based on category values)",
              "enum": [
                "manual",
                "category"
              ],
              "type": "string"
            },
            "priority": {
              "description": "Priority for ordering",
              "type": "number"
            },
            "title": {
              "description": "Title of the playlist (required)",
              "type": "string"
            }
          },
          "required": [
            "title"
          ],
          "type": "object"
        },
        "name": "create_playlist"
      },
      {
        "description": "Update an existing playlist's metadata.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Set active status",
              "type": "boolean"
            },
            "categories": {
              "description": "Update category values",
              "items": {
                "properties": {
                  "category_id": {
                    "description": "Category ID",
                    "type": "string"
                  },
                  "value": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "description": {
              "description": "New description",
              "type": "string"
            },
            "friendly_title": {
              "description": "New URL-friendly title",
              "type": "string"
            },
            "match_type": {
              "description": "For category playlists: match all or any of the specified category values",
              "enum": [
                "all",
                "any"
              ],
              "type": "string"
            },
            "playlist_id": {
              "description": "The unique ID of the playlist to update (required)",
              "type": "string"
            },
            "playlist_type": {
              "description": "Change playlist type: manual or category",
              "enum": [
                "manual",
                "category"
              ],
              "type": "string"
            },
            "priority": {
              "description": "New priority",
              "type": "number"
            },
            "title": {
              "description": "New title",
              "type": "string"
            }
          },
          "required": [
            "playlist_id"
          ],
          "type": "object"
        },
        "name": "update_playlist"
      },
      {
        "description": "Permanently delete a playlist from Zype. This action cannot be undone.",
        "inputSchema": {
          "properties": {
            "confirm": {
              "description": "Set to true to confirm deletion (required in safe mode)",
              "type": "boolean"
            },
            "playlist_id": {
              "description": "The unique ID of the playlist to delete (required)",
              "type": "string"
            }
          },
          "required": [
            "playlist_id"
          ],
          "type": "object"
        },
        "name": "delete_playlist"
      },
      {
        "description": "List all videos in a specific playlist.",
        "inputSchema": {
          "properties": {
            "page": {
              "description": "Page number",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page",
              "type": "number"
            },
            "playlist_id": {
              "description": "The unique ID of the playlist (required)",
              "type": "string"
            }
          },
          "required": [
            "playlist_id"
          ],
          "type": "object"
        },
        "name": "list_playlist_videos"
      },
      {
        "description": "Add one or more videos to a playlist.",
        "inputSchema": {
          "properties": {
            "playlist_id": {
              "description": "The unique ID of the playlist (required)",
              "type": "string"
            },
            "video_ids": {
              "description": "Array of video IDs to add (required)",
              "items": {
                "type": "string"
              },
              "type": "array"
            }
          },
          "required": [
            "playlist_id",
            "video_ids"
          ],
          "type": "object"
        },
        "name": "add_videos_to_playlist"
      },
      {
        "description": "Remove one or more videos from a playlist.",
        "inputSchema": {
          "properties": {
            "playlist_id": {
              "description": "The unique ID of the playlist (required)",
              "type": "string"
            },
            "video_ids": {
              "description": "Array of video IDs to remove (required)",
              "items": {
                "type": "string"
              },
              "type": "array"
            }
          },
          "required": [
            "playlist_id",
            "video_ids"
          ],
          "type": "object"
        },
        "name": "remove_videos_from_playlist"
      },
      {
        "description": "List all categories in your Zype library. **Call this FIRST when filtering videos by category.**\n\nCategories organize videos by attributes like Genre, Premium status, YouTube Channel, etc.\nEach category has a title and list of possible values.\n\n**Workflow for category-based video queries:**\n1. Call list_categories to see available category titles and their values\n2. Use list_videos with category filter: {\"category\": {\"CategoryTitle\": \"value\"}}\n\nExample: To find \"Saturday Night Live\" videos:\n1. list_categories \u2192 shows \"YouTube Channel\" category with \"Saturday Night Live\" as a value\n2. list_videos with {\"category\": {\"YouTube Channel\": \"Saturday Night Live\"}}",
        "inputSchema": {
          "properties": {
            "friendly_title": {
              "description": "Filter by friendly title (slug)",
              "type": "string"
            },
            "order": {
              "description": "Sort order",
              "enum": [
                "asc",
                "desc"
              ],
              "type": "string"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page (default: 10, max: 500)",
              "type": "number"
            },
            "sort": {
              "description": "Field to sort by",
              "type": "string"
            },
            "title": {
              "description": "Filter by title",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_categories"
      },
      {
        "description": "Get detailed information about a specific category by its ID.",
        "inputSchema": {
          "properties": {
            "category_id": {
              "description": "The unique ID of the category",
              "type": "string"
            }
          },
          "required": [
            "category_id"
          ],
          "type": "object"
        },
        "name": "get_category"
      },
      {
        "description": "Create a new category in Zype. Categories help organize videos by attributes like genre, season, etc.",
        "inputSchema": {
          "properties": {
            "friendly_title": {
              "description": "URL-friendly title (slug)",
              "type": "string"
            },
            "title": {
              "description": "Title of the category (required)",
              "type": "string"
            },
            "values": {
              "description": "Array of possible values for this category",
              "items": {
                "type": "string"
              },
              "type": "array"
            }
          },
          "required": [
            "title"
          ],
          "type": "object"
        },
        "name": "create_category"
      },
      {
        "description": "Update an existing category.",
        "inputSchema": {
          "properties": {
            "category_id": {
              "description": "The unique ID of the category to update (required)",
              "type": "string"
            },
            "friendly_title": {
              "description": "New URL-friendly title",
              "type": "string"
            },
            "title": {
              "description": "New title",
              "type": "string"
            },
            "values": {
              "description": "New array of possible values",
              "items": {
                "type": "string"
              },
              "type": "array"
            }
          },
          "required": [
            "category_id"
          ],
          "type": "object"
        },
        "name": "update_category"
      },
      {
        "description": "Permanently delete a category from Zype. This action cannot be undone.",
        "inputSchema": {
          "properties": {
            "category_id": {
              "description": "The unique ID of the category to delete (required)",
              "type": "string"
            },
            "confirm": {
              "description": "Set to true to confirm deletion (required in safe mode)",
              "type": "boolean"
            }
          },
          "required": [
            "category_id"
          ],
          "type": "object"
        },
        "name": "delete_category"
      },
      {
        "description": "List all subtitles for a specific video.",
        "inputSchema": {
          "properties": {
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page (default: 10, max: 500)",
              "type": "number"
            },
            "video_id": {
              "description": "The video ID to list subtitles for (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "list_subtitles"
      },
      {
        "description": "Get detailed information about a specific subtitle.",
        "inputSchema": {
          "properties": {
            "subtitle_id": {
              "description": "The unique ID of the subtitle (required)",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id",
            "subtitle_id"
          ],
          "type": "object"
        },
        "name": "get_subtitle"
      },
      {
        "description": "Create/add a new subtitle for a video.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Whether the subtitle is active (default: true)",
              "type": "boolean"
            },
            "language": {
              "description": "Language code, e.g., \"en\", \"es\", \"fr\" (required)",
              "type": "string"
            },
            "url": {
              "description": "URL to the subtitle file (SRT, VTT)",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID to add subtitle to (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id",
            "language"
          ],
          "type": "object"
        },
        "name": "create_subtitle"
      },
      {
        "description": "Update an existing subtitle.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Set active status",
              "type": "boolean"
            },
            "language": {
              "description": "New language code",
              "type": "string"
            },
            "subtitle_id": {
              "description": "The unique ID of the subtitle to update (required)",
              "type": "string"
            },
            "url": {
              "description": "New URL to the subtitle file",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id",
            "subtitle_id"
          ],
          "type": "object"
        },
        "name": "update_subtitle"
      },
      {
        "description": "Create a subtitle playlist for HLS streaming. This generates segmented subtitle files.",
        "inputSchema": {
          "properties": {
            "subtitle_id": {
              "description": "The subtitle ID (required)",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id",
            "subtitle_id"
          ],
          "type": "object"
        },
        "name": "create_subtitle_playlist"
      },
      {
        "description": "Delete a subtitle playlist.",
        "inputSchema": {
          "properties": {
            "confirm": {
              "description": "Set to true to confirm deletion (required in safe mode)",
              "type": "boolean"
            },
            "subtitle_id": {
              "description": "The subtitle ID (required)",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id",
            "subtitle_id"
          ],
          "type": "object"
        },
        "name": "delete_subtitle_playlist"
      },
      {
        "description": "Permanently delete a subtitle from a video. This action cannot be undone.",
        "inputSchema": {
          "properties": {
            "confirm": {
              "description": "Set to true to confirm deletion (required in safe mode)",
              "type": "boolean"
            },
            "subtitle_id": {
              "description": "The subtitle ID to delete (required)",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id",
            "subtitle_id"
          ],
          "type": "object"
        },
        "name": "delete_subtitle"
      },
      {
        "description": "Get video play counts - how many times content was played. \n\nUSAGE:\n- By video: group_by=[\"video_id\"] or group_by=[\"video_id\",\"video_title\"]\n- By country: group_by=[\"country\"]\n- By platform: group_by=[\"platform\"]\n- Daily trend: interval=\"day\"\n- For specific video: video_id=\"...\"\n\nSORTING: Use sort_by (e.g., \"day_desc\", \"video_id_asc\"). NOTE: Cannot sort by play count - for \"top N videos by plays\", fetch with group_by=[\"video_id\"] and sort results client-side.\n\nData limited to last 90 days. Defaults to last 2 weeks if no dates specified.",
        "inputSchema": {
          "properties": {
            "country": {
              "description": "Filter by country code (e.g., \"US\", \"GB\", \"CA\")",
              "type": "string"
            },
            "group_by": {
              "description": "Group results by fields. Options: video_id, video_title, playlist_id, playlist_name, platform, consumer_id, country, domain, app_id, app_name, content_type",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "interval": {
              "description": "Time interval for grouping data (default: day)",
              "enum": [
                "hour",
                "day",
                "month"
              ],
              "type": "string"
            },
            "limit": {
              "description": "Max results to return (default: 200, max: 500)",
              "type": "number"
            },
            "offset": {
              "description": "Offset for pagination",
              "type": "number"
            },
            "platform": {
              "description": "Filter by platform (e.g., \"ios\", \"android\", \"web\", \"roku\")",
              "type": "string"
            },
            "playlist_id": {
              "description": "Filter by playlist ID",
              "type": "string"
            },
            "sort_by": {
              "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
              "enum": [
                "day_desc",
                "day_asc",
                "hour_desc",
                "hour_asc",
                "month_desc",
                "month_asc",
                "video_id_desc",
                "video_id_asc",
                "video_title_desc",
                "video_title_asc",
                "platform_desc",
                "platform_asc",
                "country_desc",
                "country_asc",
                "playlist_id_desc",
                "playlist_id_asc"
              ],
              "type": "string"
            },
            "start_date_gte": {
              "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
              "type": "string"
            },
            "start_date_lte": {
              "description": "End date filter (YYYY-MM-DD). Defaults to today.",
              "type": "string"
            },
            "video_id": {
              "description": "Filter by specific video ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "get_plays"
      },
      {
        "description": "Get unique viewer counts over time.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- By country: group_by=[\"country\"]\n- Daily trend: interval=\"day\"\n\nSORTING: Use sort_by (e.g., \"day_desc\"). Cannot sort by viewer count.\n\nData limited to last 90 days.",
        "inputSchema": {
          "properties": {
            "country": {
              "description": "Filter by country code (e.g., \"US\", \"GB\", \"CA\")",
              "type": "string"
            },
            "group_by": {
              "description": "Group results by fields. Options: video_id, video_title, playlist_id, playlist_name, platform, consumer_id, country, domain, app_id, app_name, content_type",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "interval": {
              "description": "Time interval for grouping data (default: day)",
              "enum": [
                "hour",
                "day",
                "month"
              ],
              "type": "string"
            },
            "limit": {
              "description": "Max results to return (default: 200, max: 500)",
              "type": "number"
            },
            "offset": {
              "description": "Offset for pagination",
              "type": "number"
            },
            "platform": {
              "description": "Filter by platform (e.g., \"ios\", \"android\", \"web\", \"roku\")",
              "type": "string"
            },
            "playlist_id": {
              "description": "Filter by playlist ID",
              "type": "string"
            },
            "sort_by": {
              "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
              "enum": [
                "day_desc",
                "day_asc",
                "hour_desc",
                "hour_asc",
                "month_desc",
                "month_asc",
                "video_id_desc",
                "video_id_asc",
                "video_title_desc",
                "video_title_asc",
                "platform_desc",
                "platform_asc",
                "country_desc",
                "country_asc",
                "playlist_id_desc",
                "playlist_id_asc"
              ],
              "type": "string"
            },
            "start_date_gte": {
              "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
              "type": "string"
            },
            "start_date_lte": {
              "description": "End date filter (YYYY-MM-DD). Defaults to today.",
              "type": "string"
            },
            "video_id": {
              "description": "Filter by specific video ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "get_viewers"
      },
      {
        "description": "Get total hours of content watched.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- By platform: group_by=[\"platform\"]\n- Daily trend: interval=\"day\"\n\nSORTING: Use sort_by (e.g., \"day_desc\"). Cannot sort by hours watched.\n\nData limited to last 90 days.",
        "inputSchema": {
          "properties": {
            "country": {
              "description": "Filter by country code (e.g., \"US\", \"GB\", \"CA\")",
              "type": "string"
            },
            "group_by": {
              "description": "Group results by fields. Options: video_id, video_title, playlist_id, playlist_name, platform, consumer_id, country, domain, app_id, app_name, content_type",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "interval": {
              "description": "Time interval for grouping data (default: day)",
              "enum": [
                "hour",
                "day",
                "month"
              ],
              "type": "string"
            },
            "limit": {
              "description": "Max results to return (default: 200, max: 500)",
              "type": "number"
            },
            "offset": {
              "description": "Offset for pagination",
              "type": "number"
            },
            "platform": {
              "description": "Filter by platform (e.g., \"ios\", \"android\", \"web\", \"roku\")",
              "type": "string"
            },
            "playlist_id": {
              "description": "Filter by playlist ID",
              "type": "string"
            },
            "sort_by": {
              "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
              "enum": [
                "day_desc",
                "day_asc",
                "hour_desc",
                "hour_asc",
                "month_desc",
                "month_asc",
                "video_id_desc",
                "video_id_asc",
                "video_title_desc",
                "video_title_asc",
                "platform_desc",
                "platform_asc",
                "country_desc",
                "country_asc",
                "playlist_id_desc",
                "playlist_id_asc"
              ],
              "type": "string"
            },
            "start_date_gte": {
              "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
              "type": "string"
            },
            "start_date_lte": {
              "description": "End date filter (YYYY-MM-DD). Defaults to today.",
              "type": "string"
            },
            "video_id": {
              "description": "Filter by specific video ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "get_hours_watched"
      },
      {
        "description": "Get average view time and completion metrics.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- By platform: group_by=[\"platform\"]\n- Daily trend: interval=\"day\"\n\nSORTING: Use sort_by (e.g., \"day_desc\"). Cannot sort by view time value.\n\nData limited to last 90 days.",
        "inputSchema": {
          "properties": {
            "country": {
              "description": "Filter by country code (e.g., \"US\", \"GB\", \"CA\")",
              "type": "string"
            },
            "group_by": {
              "description": "Group results by fields. Options: video_id, video_title, playlist_id, playlist_name, platform, consumer_id, country, domain, app_id, app_name, content_type",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "interval": {
              "description": "Time interval for grouping data (default: day)",
              "enum": [
                "hour",
                "day",
                "month"
              ],
              "type": "string"
            },
            "limit": {
              "description": "Max results to return (default: 200, max: 500)",
              "type": "number"
            },
            "offset": {
              "description": "Offset for pagination",
              "type": "number"
            },
            "platform": {
              "description": "Filter by platform (e.g., \"ios\", \"android\", \"web\", \"roku\")",
              "type": "string"
            },
            "playlist_id": {
              "description": "Filter by playlist ID",
              "type": "string"
            },
            "sort_by": {
              "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
              "enum": [
                "day_desc",
                "day_asc",
                "hour_desc",
                "hour_asc",
                "month_desc",
                "month_asc",
                "video_id_desc",
                "video_id_asc",
                "video_title_desc",
                "video_title_asc",
                "platform_desc",
                "platform_asc",
                "country_desc",
                "country_asc",
                "playlist_id_desc",
                "playlist_id_asc"
              ],
              "type": "string"
            },
            "start_date_gte": {
              "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
              "type": "string"
            },
            "start_date_lte": {
              "description": "End date filter (YYYY-MM-DD). Defaults to today.",
              "type": "string"
            },
            "video_id": {
              "description": "Filter by specific video ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "get_view_time"
      },
      {
        "description": "Get total streaming/delivery hours across the platform.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- Daily trend: interval=\"day\"\n\nData limited to last 90 days.",
        "inputSchema": {
          "properties": {
            "country": {
              "description": "Filter by country code",
              "type": "string"
            },
            "group_by": {
              "description": "Group by fields: video_id, video_title, country, platform",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "interval": {
              "description": "Time interval for grouping data (default: day)",
              "enum": [
                "hour",
                "day",
                "month"
              ],
              "type": "string"
            },
            "limit": {
              "description": "Max results to return (default: 200, max: 500)",
              "type": "number"
            },
            "offset": {
              "description": "Offset for pagination",
              "type": "number"
            },
            "platform": {
              "description": "Filter by platform",
              "type": "string"
            },
            "sort_by": {
              "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
              "enum": [
                "day_desc",
                "day_asc",
                "hour_desc",
                "hour_asc",
                "month_desc",
                "month_asc",
                "video_id_desc",
                "video_id_asc",
                "video_title_desc",
                "video_title_asc",
                "platform_desc",
                "platform_asc",
                "country_desc",
                "country_asc",
                "playlist_id_desc",
                "playlist_id_asc"
              ],
              "type": "string"
            },
            "start_date_gte": {
              "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
              "type": "string"
            },
            "start_date_lte": {
              "description": "End date filter (YYYY-MM-DD). Defaults to today.",
              "type": "string"
            },
            "video_id": {
              "description": "Filter by video ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_stream_hours"
      },
      {
        "description": "Get video player load/request counts.\n\nUSAGE:\n- By video: group_by=[\"video_id\",\"video_title\"]\n- Daily trend: interval=\"day\"\n- By platform: group_by=[\"platform\"]\n\nData limited to last 90 days.",
        "inputSchema": {
          "properties": {
            "country": {
              "description": "Filter by country code",
              "type": "string"
            },
            "group_by": {
              "description": "Group by fields: video_id, video_title, country, platform",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "interval": {
              "description": "Time interval for grouping data (default: day)",
              "enum": [
                "hour",
                "day",
                "month"
              ],
              "type": "string"
            },
            "limit": {
              "description": "Max results to return (default: 200, max: 500)",
              "type": "number"
            },
            "offset": {
              "description": "Offset for pagination",
              "type": "number"
            },
            "platform": {
              "description": "Filter by platform",
              "type": "string"
            },
            "sort_by": {
              "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
              "enum": [
                "day_desc",
                "day_asc",
                "hour_desc",
                "hour_asc",
                "month_desc",
                "month_asc",
                "video_id_desc",
                "video_id_asc",
                "video_title_desc",
                "video_title_asc",
                "platform_desc",
                "platform_asc",
                "country_desc",
                "country_asc",
                "playlist_id_desc",
                "playlist_id_asc"
              ],
              "type": "string"
            },
            "start_date_gte": {
              "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
              "type": "string"
            },
            "start_date_lte": {
              "description": "End date filter (YYYY-MM-DD). Defaults to today.",
              "type": "string"
            },
            "video_id": {
              "description": "Filter by video ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_player_requests"
      },
      {
        "description": "Get new subscription sign-up counts.\n\nUSAGE:\n- By plan: group_by=[\"plan_id\",\"plan_name\"]\n- Daily trend: interval=\"day\"\n- By country: group_by=[\"country\"]\n\nSORTING: Cannot sort by subscription count.\n\nData limited to last 90 days.",
        "inputSchema": {
          "properties": {
            "country": {
              "description": "Filter by country code (e.g., \"US\", \"GB\")",
              "type": "string"
            },
            "group_by": {
              "description": "Group results by fields. Options: plan_id, plan_name, country, platform",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "interval": {
              "description": "Time interval for grouping data (default: day)",
              "enum": [
                "hour",
                "day",
                "month"
              ],
              "type": "string"
            },
            "limit": {
              "description": "Max results to return (default: 200, max: 500)",
              "type": "number"
            },
            "offset": {
              "description": "Offset for pagination",
              "type": "number"
            },
            "plan_id": {
              "description": "Filter by subscription plan ID",
              "type": "string"
            },
            "platform": {
              "description": "Filter by platform",
              "type": "string"
            },
            "sort_by": {
              "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
              "enum": [
                "day_desc",
                "day_asc",
                "hour_desc",
                "hour_asc",
                "month_desc",
                "month_asc",
                "video_id_desc",
                "video_id_asc",
                "video_title_desc",
                "video_title_asc",
                "platform_desc",
                "platform_asc",
                "country_desc",
                "country_asc",
                "playlist_id_desc",
                "playlist_id_asc"
              ],
              "type": "string"
            },
            "start_date_gte": {
              "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
              "type": "string"
            },
            "start_date_lte": {
              "description": "End date filter (YYYY-MM-DD). Defaults to today.",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_new_subscriptions"
      },
      {
        "description": "Get subscription revenue data.\n\nUSAGE:\n- By plan: group_by=[\"plan_id\",\"plan_name\"]\n- Daily trend: interval=\"day\"\n- By country: group_by=[\"country\"]\n\nSORTING: Cannot sort by revenue amount.\n\nData limited to last 90 days.",
        "inputSchema": {
          "properties": {
            "country": {
              "description": "Filter by country code (e.g., \"US\", \"GB\")",
              "type": "string"
            },
            "group_by": {
              "description": "Group results by fields. Options: plan_id, plan_name, country, platform",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "interval": {
              "description": "Time interval for grouping data (default: day)",
              "enum": [
                "hour",
                "day",
                "month"
              ],
              "type": "string"
            },
            "limit": {
              "description": "Max results to return (default: 200, max: 500)",
              "type": "number"
            },
            "offset": {
              "description": "Offset for pagination",
              "type": "number"
            },
            "plan_id": {
              "description": "Filter by subscription plan ID",
              "type": "string"
            },
            "platform": {
              "description": "Filter by platform",
              "type": "string"
            },
            "sort_by": {
              "description": "Sort by field+direction. Default: day_desc. NOTE: Cannot sort by metric value - for top N by plays/views, fetch all and sort client-side.",
              "enum": [
                "day_desc",
                "day_asc",
                "hour_desc",
                "hour_asc",
                "month_desc",
                "month_asc",
                "video_id_desc",
                "video_id_asc",
                "video_title_desc",
                "video_title_asc",
                "platform_desc",
                "platform_asc",
                "country_desc",
                "country_asc",
                "playlist_id_desc",
                "playlist_id_asc"
              ],
              "type": "string"
            },
            "start_date_gte": {
              "description": "Start date filter (YYYY-MM-DD). Max 90 days ago. Defaults to 2 weeks ago.",
              "type": "string"
            },
            "start_date_lte": {
              "description": "End date filter (YYYY-MM-DD). Defaults to today.",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_subscription_revenue"
      },
      {
        "description": "List subscriptions with optional filtering by plan, consumer, or payment provider.",
        "inputSchema": {
          "properties": {
            "consumer_id": {
              "description": "Filter by consumer ID",
              "type": "string"
            },
            "order": {
              "description": "Sort order",
              "enum": [
                "asc",
                "desc"
              ],
              "type": "string"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "payment_provider": {
              "description": "Filter by payment provider",
              "enum": [
                "stripe",
                "braintree",
                "recurly",
                "redemption",
                "third_party",
                "amazon_fire",
                "google_play",
                "itunes",
                "samsung",
                "tizen",
                "roku"
              ],
              "type": "string"
            },
            "per_page": {
              "description": "Results per page (default: 10, max: 500)",
              "type": "number"
            },
            "plan_id": {
              "description": "Filter by plan ID",
              "type": "string"
            },
            "q": {
              "description": "Search by keyword",
              "type": "string"
            },
            "sort": {
              "description": "Field to sort by",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_subscriptions"
      },
      {
        "description": "Get detailed information about a specific subscription.",
        "inputSchema": {
          "properties": {
            "subscription_id": {
              "description": "The subscription ID",
              "type": "string"
            }
          },
          "required": [
            "subscription_id"
          ],
          "type": "object"
        },
        "name": "get_subscription"
      },
      {
        "description": "Create a new subscription for a consumer.",
        "inputSchema": {
          "properties": {
            "consumer_id": {
              "description": "ID of the consumer",
              "type": "string"
            },
            "coupon_code": {
              "description": "Coupon code to apply",
              "type": "string"
            },
            "plan_id": {
              "description": "ID of the subscription plan",
              "type": "string"
            },
            "trial_period_days": {
              "description": "Trial period in days",
              "type": "number"
            }
          },
          "required": [
            "consumer_id",
            "plan_id"
          ],
          "type": "object"
        },
        "name": "create_subscription"
      },
      {
        "description": "Cancel an existing subscription.",
        "inputSchema": {
          "properties": {
            "subscription_id": {
              "description": "The subscription ID to cancel",
              "type": "string"
            }
          },
          "required": [
            "subscription_id"
          ],
          "type": "object"
        },
        "name": "cancel_subscription"
      },
      {
        "description": "List subscription plans with optional filtering.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Filter by active status",
              "type": "boolean"
            },
            "interval": {
              "description": "Filter by billing interval",
              "enum": [
                "month",
                "year"
              ],
              "type": "string"
            },
            "order": {
              "description": "Sort order",
              "enum": [
                "asc",
                "desc"
              ],
              "type": "string"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page",
              "type": "number"
            },
            "q": {
              "description": "Search by keyword",
              "type": "string"
            },
            "sort": {
              "description": "Field to sort by",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_plans"
      },
      {
        "description": "Get detailed information about a specific subscription plan.",
        "inputSchema": {
          "properties": {
            "plan_id": {
              "description": "The plan ID",
              "type": "string"
            }
          },
          "required": [
            "plan_id"
          ],
          "type": "object"
        },
        "name": "get_plan"
      },
      {
        "description": "Create a new subscription plan.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Whether the plan is active",
              "type": "boolean"
            },
            "amount": {
              "description": "Plan price (e.g., \"9.99\")",
              "type": "string"
            },
            "currency": {
              "description": "Currency code (default: USD)",
              "type": "string"
            },
            "description": {
              "description": "Plan description",
              "type": "string"
            },
            "interval": {
              "description": "Billing interval",
              "enum": [
                "month",
                "year"
              ],
              "type": "string"
            },
            "interval_count": {
              "description": "Number of intervals (default: 1)",
              "type": "number"
            },
            "name": {
              "description": "Plan name",
              "type": "string"
            },
            "trial_period_days": {
              "description": "Trial period in days",
              "type": "number"
            }
          },
          "required": [
            "name",
            "amount",
            "interval"
          ],
          "type": "object"
        },
        "name": "create_plan"
      },
      {
        "description": "Update an existing subscription plan.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Set active status",
              "type": "boolean"
            },
            "amount": {
              "description": "New price",
              "type": "string"
            },
            "description": {
              "description": "New description",
              "type": "string"
            },
            "name": {
              "description": "New plan name",
              "type": "string"
            },
            "plan_id": {
              "description": "The plan ID to update",
              "type": "string"
            }
          },
          "required": [
            "plan_id"
          ],
          "type": "object"
        },
        "name": "update_plan"
      },
      {
        "description": "Delete a subscription plan.",
        "inputSchema": {
          "properties": {
            "plan_id": {
              "description": "The plan ID to delete",
              "type": "string"
            }
          },
          "required": [
            "plan_id"
          ],
          "type": "object"
        },
        "name": "delete_plan"
      },
      {
        "description": "List transactions with optional filtering by consumer, video, or type.",
        "inputSchema": {
          "properties": {
            "consumer_id": {
              "description": "Filter by consumer ID",
              "type": "string"
            },
            "order": {
              "description": "Sort order",
              "enum": [
                "asc",
                "desc"
              ],
              "type": "string"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page",
              "type": "number"
            },
            "playlist_id": {
              "description": "Filter by playlist ID",
              "type": "string"
            },
            "q": {
              "description": "Search by keyword",
              "type": "string"
            },
            "sort": {
              "description": "Field to sort by",
              "type": "string"
            },
            "transaction_type": {
              "description": "Filter by transaction type",
              "enum": [
                "purchase",
                "rental",
                "pass"
              ],
              "type": "string"
            },
            "video_id": {
              "description": "Filter by video ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_transactions"
      },
      {
        "description": "Get detailed information about a specific transaction.",
        "inputSchema": {
          "properties": {
            "transaction_id": {
              "description": "The transaction ID",
              "type": "string"
            }
          },
          "required": [
            "transaction_id"
          ],
          "type": "object"
        },
        "name": "get_transaction"
      },
      {
        "description": "List redemption codes with optional filtering by plan, video, or redemption status.",
        "inputSchema": {
          "properties": {
            "expired": {
              "description": "Filter by expired status",
              "type": "boolean"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page",
              "type": "number"
            },
            "plan_id": {
              "description": "Filter by plan ID",
              "type": "string"
            },
            "playlist_id": {
              "description": "Filter by playlist ID",
              "type": "string"
            },
            "redeemed": {
              "description": "Filter by redeemed status",
              "type": "boolean"
            },
            "video_id": {
              "description": "Filter by video ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_redemption_codes"
      },
      {
        "description": "Get detailed information about a specific redemption code.",
        "inputSchema": {
          "properties": {
            "code_id": {
              "description": "The redemption code ID",
              "type": "string"
            }
          },
          "required": [
            "code_id"
          ],
          "type": "object"
        },
        "name": "get_redemption_code"
      },
      {
        "description": "List ad tags (VAST/VMAP) configured for your account.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Filter by active status",
              "type": "boolean"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page",
              "type": "number"
            }
          },
          "type": "object"
        },
        "name": "list_ad_tags"
      },
      {
        "description": "Get detailed information about a specific ad tag.",
        "inputSchema": {
          "properties": {
            "ad_tag_id": {
              "description": "The ad tag ID",
              "type": "string"
            }
          },
          "required": [
            "ad_tag_id"
          ],
          "type": "object"
        },
        "name": "get_ad_tag"
      },
      {
        "description": "Create a new VAST/VMAP ad tag.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Whether the ad tag is active (default: true)",
              "type": "boolean"
            },
            "name": {
              "description": "Ad tag name",
              "type": "string"
            },
            "scope": {
              "description": "Ad tag scope",
              "enum": [
                "library",
                "video",
                "playlist"
              ],
              "type": "string"
            },
            "tag": {
              "description": "The VAST/VMAP ad tag URL",
              "type": "string"
            },
            "vmap": {
              "description": "Whether this is a VMAP tag",
              "type": "boolean"
            }
          },
          "required": [
            "name",
            "tag"
          ],
          "type": "object"
        },
        "name": "create_ad_tag"
      },
      {
        "description": "Update an existing ad tag.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Set active status",
              "type": "boolean"
            },
            "ad_tag_id": {
              "description": "The ad tag ID to update",
              "type": "string"
            },
            "name": {
              "description": "New name",
              "type": "string"
            },
            "tag": {
              "description": "New ad tag URL",
              "type": "string"
            }
          },
          "required": [
            "ad_tag_id"
          ],
          "type": "object"
        },
        "name": "update_ad_tag"
      },
      {
        "description": "Delete an ad tag.",
        "inputSchema": {
          "properties": {
            "ad_tag_id": {
              "description": "The ad tag ID to delete",
              "type": "string"
            }
          },
          "required": [
            "ad_tag_id"
          ],
          "type": "object"
        },
        "name": "delete_ad_tag"
      },
      {
        "description": "List available revenue models (AVOD, SVOD, TVOD, etc.).",
        "inputSchema": {
          "properties": {
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page",
              "type": "number"
            }
          },
          "type": "object"
        },
        "name": "list_revenue_models"
      },
      {
        "description": "Get detailed information about a specific revenue model.",
        "inputSchema": {
          "properties": {
            "revenue_model_id": {
              "description": "The revenue model ID",
              "type": "string"
            }
          },
          "required": [
            "revenue_model_id"
          ],
          "type": "object"
        },
        "name": "get_revenue_model"
      },
      {
        "description": "List all zobject types in your Zype library. Zobject types define custom metadata schemas (e.g., actors, directors, genres).",
        "inputSchema": {
          "properties": {
            "order": {
              "description": "Sort order",
              "enum": [
                "asc",
                "desc"
              ],
              "type": "string"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page (default: 10, max: 500)",
              "type": "number"
            },
            "q": {
              "description": "Filter by keyword",
              "type": "string"
            },
            "sort": {
              "description": "Field to sort by",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_zobject_types"
      },
      {
        "description": "Get detailed information about a specific zobject type, including its custom attributes.",
        "inputSchema": {
          "properties": {
            "zobject_type_id": {
              "description": "The unique ID of the zobject type",
              "type": "string"
            }
          },
          "required": [
            "zobject_type_id"
          ],
          "type": "object"
        },
        "name": "get_zobject_type"
      },
      {
        "description": "Create a new zobject type (custom metadata schema). Define custom attributes for your content metadata like actors, directors, etc.",
        "inputSchema": {
          "properties": {
            "description": {
              "description": "Description of the zobject type",
              "type": "string"
            },
            "playlists_enabled": {
              "description": "Allow associating playlists with zobjects of this type (default: false)",
              "type": "boolean"
            },
            "title": {
              "description": "Title of the zobject type (must be unique, required)",
              "type": "string"
            },
            "videos_enabled": {
              "description": "Allow associating videos with zobjects of this type (default: true)",
              "type": "boolean"
            },
            "zobject_attributes_attributes": {
              "description": "Custom attributes/fields for this zobject type",
              "items": {
                "properties": {
                  "attribute_type": {
                    "description": "Data type of the attribute",
                    "enum": [
                      "String",
                      "Text",
                      "Integer",
                      "Float",
                      "Date",
                      "Time",
                      "Boolean",
                      "Array",
                      "Id"
                    ],
                    "type": "string"
                  },
                  "description": {
                    "description": "Description of the attribute",
                    "type": "string"
                  },
                  "name": {
                    "description": "Name of the attribute",
                    "type": "string"
                  }
                },
                "required": [
                  "name",
                  "attribute_type"
                ],
                "type": "object"
              },
              "type": "array"
            }
          },
          "required": [
            "title"
          ],
          "type": "object"
        },
        "name": "create_zobject_type"
      },
      {
        "description": "Update an existing zobject type.",
        "inputSchema": {
          "properties": {
            "description": {
              "description": "New description",
              "type": "string"
            },
            "playlists_enabled": {
              "description": "Allow associating playlists",
              "type": "boolean"
            },
            "title": {
              "description": "New title",
              "type": "string"
            },
            "videos_enabled": {
              "description": "Allow associating videos",
              "type": "boolean"
            },
            "zobject_attributes_attributes": {
              "description": "Updated custom attributes (replaces existing)",
              "items": {
                "properties": {
                  "attribute_type": {
                    "enum": [
                      "String",
                      "Text",
                      "Integer",
                      "Float",
                      "Date",
                      "Time",
                      "Boolean",
                      "Array",
                      "Id"
                    ],
                    "type": "string"
                  },
                  "description": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "zobject_type_id": {
              "description": "The unique ID of the zobject type to update (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_type_id"
          ],
          "type": "object"
        },
        "name": "update_zobject_type"
      },
      {
        "description": "Permanently delete a zobject type. This action cannot be undone and may affect associated zobjects.",
        "inputSchema": {
          "properties": {
            "confirm": {
              "description": "Set to true to confirm deletion (required in safe mode)",
              "type": "boolean"
            },
            "zobject_type_id": {
              "description": "The unique ID of the zobject type to delete (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_type_id"
          ],
          "type": "object"
        },
        "name": "delete_zobject_type"
      },
      {
        "description": "List zobjects (custom metadata instances) with optional filtering by type. Returns full API response including all custom attributes defined on the zobject type (e.g., pictures, keywords, stadium info for teams, biography for actors). Custom attributes are returned as top-level fields. Examples: list all actors, directors, teams.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Filter by active status",
              "type": "boolean"
            },
            "order": {
              "description": "Sort order",
              "enum": [
                "asc",
                "desc"
              ],
              "type": "string"
            },
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page (default: 10, max: 500)",
              "type": "number"
            },
            "q": {
              "description": "Search by keyword",
              "type": "string"
            },
            "sort": {
              "description": "Field to sort by",
              "type": "string"
            },
            "zobject_type": {
              "description": "Filter by zobject type title (e.g., \"actor\", \"director\", \"teams\")",
              "type": "string"
            },
            "zobject_type_id": {
              "description": "Filter by zobject type ID",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "list_zobjects"
      },
      {
        "description": "Get detailed information about a specific zobject, including all custom attributes, associated videos and playlists. Returns full API response with custom attributes as top-level fields (e.g., pictures array, keywords, stadium_name, team_abbreviation, biography, etc. depending on zobject type schema).",
        "inputSchema": {
          "properties": {
            "zobject_id": {
              "description": "The unique ID of the zobject",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type title (e.g., \"actor\", \"director\", \"teams\")",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type"
          ],
          "type": "object"
        },
        "name": "get_zobject"
      },
      {
        "description": "Create a new zobject (custom metadata instance). Must specify which zobject_type it belongs to.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Whether the zobject is active (default: true)",
              "type": "boolean"
            },
            "custom": {
              "description": "Custom attributes as key-value pairs",
              "type": "object"
            },
            "description": {
              "description": "Description",
              "type": "string"
            },
            "friendly_title": {
              "description": "URL-friendly title (slug)",
              "type": "string"
            },
            "playlist_ids": {
              "description": "Array of playlist IDs to associate",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "title": {
              "description": "Title of the zobject (required)",
              "type": "string"
            },
            "video_ids": {
              "description": "Array of video IDs to associate",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "zobject_type_id": {
              "description": "ID of the zobject type this zobject belongs to (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_type_id",
            "title"
          ],
          "type": "object"
        },
        "name": "create_zobject"
      },
      {
        "description": "Update an existing zobject. Only provide the fields you want to change.",
        "inputSchema": {
          "properties": {
            "active": {
              "description": "Set active status",
              "type": "boolean"
            },
            "custom": {
              "description": "Update custom attributes",
              "type": "object"
            },
            "description": {
              "description": "New description",
              "type": "string"
            },
            "friendly_title": {
              "description": "New URL-friendly title",
              "type": "string"
            },
            "playlist_ids": {
              "description": "Replace playlist associations",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "title": {
              "description": "New title",
              "type": "string"
            },
            "video_ids": {
              "description": "Replace video associations",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "zobject_id": {
              "description": "The unique ID of the zobject to update (required)",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type"
          ],
          "type": "object"
        },
        "name": "update_zobject"
      },
      {
        "description": "Permanently delete a zobject. This action cannot be undone.",
        "inputSchema": {
          "properties": {
            "confirm": {
              "description": "Set to true to confirm deletion (required in safe mode)",
              "type": "boolean"
            },
            "zobject_id": {
              "description": "The unique ID of the zobject to delete (required)",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type"
          ],
          "type": "object"
        },
        "name": "delete_zobject"
      },
      {
        "description": "Add one or more videos to a zobject (e.g., associate videos with an actor).",
        "inputSchema": {
          "properties": {
            "video_ids": {
              "description": "Array of video IDs to add (required)",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "zobject_id": {
              "description": "The unique ID of the zobject (required)",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type",
            "video_ids"
          ],
          "type": "object"
        },
        "name": "add_videos_to_zobject"
      },
      {
        "description": "Remove one or more videos from a zobject.",
        "inputSchema": {
          "properties": {
            "video_ids": {
              "description": "Array of video IDs to remove (required)",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "zobject_id": {
              "description": "The unique ID of the zobject (required)",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type",
            "video_ids"
          ],
          "type": "object"
        },
        "name": "remove_videos_from_zobject"
      },
      {
        "description": "List all videos associated with a zobject.",
        "inputSchema": {
          "properties": {
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page",
              "type": "number"
            },
            "zobject_id": {
              "description": "The unique ID of the zobject (required)",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type"
          ],
          "type": "object"
        },
        "name": "get_zobject_videos"
      },
      {
        "description": "Add one or more playlists to a zobject.",
        "inputSchema": {
          "properties": {
            "playlist_ids": {
              "description": "Array of playlist IDs to add (required)",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "zobject_id": {
              "description": "The unique ID of the zobject (required)",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type",
            "playlist_ids"
          ],
          "type": "object"
        },
        "name": "add_playlists_to_zobject"
      },
      {
        "description": "Remove one or more playlists from a zobject.",
        "inputSchema": {
          "properties": {
            "playlist_ids": {
              "description": "Array of playlist IDs to remove (required)",
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "zobject_id": {
              "description": "The unique ID of the zobject (required)",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type",
            "playlist_ids"
          ],
          "type": "object"
        },
        "name": "remove_playlists_from_zobject"
      },
      {
        "description": "List all playlists associated with a zobject.",
        "inputSchema": {
          "properties": {
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page",
              "type": "number"
            },
            "zobject_id": {
              "description": "The unique ID of the zobject (required)",
              "type": "string"
            },
            "zobject_type": {
              "description": "The zobject type, e.g., \"actor\", \"director\" (required)",
              "type": "string"
            }
          },
          "required": [
            "zobject_id",
            "zobject_type"
          ],
          "type": "object"
        },
        "name": "get_zobject_playlists"
      },
      {
        "description": "List all transcriptions and translations for a video.\n\nReturns both original transcriptions and any translations, with their status (pending, processing, completed, failed).\nUse this to check the status of async transcription/translation operations.",
        "inputSchema": {
          "properties": {
            "page": {
              "description": "Page number (default: 1)",
              "type": "number"
            },
            "per_page": {
              "description": "Results per page (default: 10, max: 500)",
              "type": "number"
            },
            "video_id": {
              "description": "The video ID to list transcriptions for (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "list_transcriptions"
      },
      {
        "description": "Get a single transcription or translation with full details.\n\nReturns complete text content and download URLs for SRT/VTT subtitle files.\nUse the transcription_id from list_transcriptions.",
        "inputSchema": {
          "properties": {
            "transcription_id": {
              "description": "The transcription ID (required)",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id",
            "transcription_id"
          ],
          "type": "object"
        },
        "name": "get_transcription"
      },
      {
        "description": "Initiate AI transcription for a video.\n\n**IMPORTANT:** This is an ASYNC operation. The transcription processes in the background.\n- Returns immediately with a pending status\n- Use list_transcriptions or get_transcription to check progress\n- Video must have a playable source file (mezzanine)\n- Once complete, provides full text and SRT/VTT download URLs",
        "inputSchema": {
          "properties": {
            "video_id": {
              "description": "The video ID to transcribe (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "transcribe_video"
      },
      {
        "description": "Initiate AI translation for a video to a target language.\n\n**IMPORTANT:** This is an ASYNC operation. The translation processes in the background.\n- Requires an existing transcription (transcribe first if none exists)\n- Use list_translation_languages to see available target languages\n- Use list_transcriptions or get_transcription to check progress\n- Once complete, provides translated text and SRT/VTT download URLs",
        "inputSchema": {
          "properties": {
            "language": {
              "description": "Target language code, e.g., \"es\", \"fr\", \"de\" (required). Use list_translation_languages to see options.",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID to translate (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id",
            "language"
          ],
          "type": "object"
        },
        "name": "translate_video"
      },
      {
        "description": "List available translation languages for a video. Returns language codes that can be used with translate_video.",
        "inputSchema": {
          "properties": {
            "video_id": {
              "description": "The video ID (required)",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "list_translation_languages"
      },
      {
        "description": "Get player embed code or raw player data for a video.\n\n**Formats:**\n- `json`: Returns raw player data including JavaScript player code, and response metadata. Best for inspecting player behavior.\n- `html`: Returns a complete HTML page with embedded player - ready to use as an iframe src or for inspection.\n- `js`: Returns JavaScript embed code to include in a webpage.\n\n**Use cases:**\n- Generate embed codes for web pages\n- Get the full HTML player page for iframe embedding\n- Inspect player JavaScript code\n- Debug playback issues",
        "inputSchema": {
          "properties": {
            "audio_only": {
              "description": "Audio-only playback (default: false)",
              "type": "boolean"
            },
            "autoplay": {
              "description": "Enable autoplay (default: false)",
              "type": "boolean"
            },
            "format": {
              "default": "json",
              "description": "Player format: \"html\" for full HTML page, \"js\" for JavaScript embed, \"json\" for player data",
              "enum": [
                "html",
                "js",
                "json"
              ],
              "type": "string"
            },
            "player_key": {
              "description": "Player API key (uses server API key if not provided)",
              "type": "string"
            },
            "video_id": {
              "description": "The video ID to get the player for",
              "type": "string"
            }
          },
          "required": [
            "video_id"
          ],
          "type": "object"
        },
        "name": "get_player"
      }
    ]
  },
  "server_identifier": "com.zype.mcp/server"
}

Known versions

0.5.3

Validation history

7 day score delta

n/a

30 day score delta

n/a

Recent healthy ratio

Freshness

62.9h

Timestamp	Status	Score	Latency
May 01, 2026 03:01:06 PM UTC	Failing	55.1	428.5 ms
May 01, 2026 02:58:54 PM UTC	Failing	55.1	1578.2 ms
May 01, 2026 02:56:06 PM UTC	Failing	55.1	271.2 ms
May 01, 2026 02:54:05 PM UTC	Failing	55.1	379.4 ms
May 01, 2026 02:52:01 PM UTC	Failing	55.1	345.2 ms
May 01, 2026 02:48:52 PM UTC	Failing	55.1	276.2 ms
May 01, 2026 02:46:45 PM UTC	Failing	55.1	367.9 ms
May 01, 2026 02:44:38 PM UTC	Failing	55.1	282.6 ms

Validation timeline

Validated	Summary	Score	Protocol	Auth mode	Changes
May 01, 2026 03:01:06 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:58:54 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:56:06 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:54:05 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:52:01 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:48:52 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:46:45 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:44:38 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:43:25 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:41:36 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:39:49 PM UTC	Failing	55.1	unknown	unknown	none
May 01, 2026 02:38:33 PM UTC	Failing	55.1	unknown	unknown	none

Recent validation runs

Started	Status	Summary	Latency	Checks
May 01, 2026 03:01:05 PM UTC	Completed	Failing	428.5 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:58:52 PM UTC	Completed	Failing	1578.2 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:56:05 PM UTC	Completed	Failing	271.2 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:54:04 PM UTC	Completed	Failing	379.4 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:52:01 PM UTC	Completed	Failing	345.2 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:48:52 PM UTC	Completed	Failing	276.2 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:46:45 PM UTC	Completed	Failing	367.9 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:44:38 PM UTC	Completed	Failing	282.6 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:43:24 PM UTC	Completed	Failing	510.9 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
May 01, 2026 02:41:36 PM UTC	Completed	Failing	516.9 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe