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github-orristech/ccapi-mcp

OrrisTech/ccapi-mcp

CCAPI MCP server — image, video, music and text generation across 100+ models through one endpoint

DECISION SUMMARY

Allow With Approval

Score
66.8
Top 0.4% of 70,772 scored public servers
Confidence
Medium
Based on evidence completeness, recency, and validation density.
Evidence age
5.1h old
Freshness: fresh. Snapshot trustsnap_25a361d8afb74b7c.
Top risk drivers
  • Dependency Supply Chain Signal
  • Trust Confidence
  • Recovery Semantics
Recommended actions
  • Inspect the latest validation evidence and resolve the client-visible regression.
  • Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.
  • Inspect the latest validation evidence and resolve the client-visible regression.
Production decision
Allow with approval
exec-capable tools + no confirmation safeguards + high-risk tools need review
Current score
66.8
Snapshot trustsnap_25a361d8afb74b7c
Next action
export policy, require approval for writes, add authenticated validation
Claim the profile to add evidence, trigger validation, and configure monitoring.
Compare alternatives Export policy Open report JSON
Observed Attention
No observed attention
No observed attention in the current 30-day window.
  • No segmented attention signals observed in the current window.
Bucketed signal based on recent segmented Verify telemetry. Crawler and evaluator activity is not treated as confirmed human demand.
Status
Healthy
Score
66.8
Transport
streamable-http
Tools
11

Current trust snapshot

Snapshot ID
trustsnap_25a361d8afb74b7c
Use this ID to compare server page, report, policy, MCP, homepage, ranking, and shortlist surfaces.
Snapshot generated
Aug 02, 2026 10:26:57 PM UTC
All page, report, policy, and MCP surfaces use this same server-detail snapshot shape.
Last validated
Aug 02, 2026 05:20:30 PM UTC
Age: 5.11h • freshness band: Verified in last 24h • display score: 66.85
Production trust decision
Allow with approval
exec-capable tools + no confirmation safeguards + high-risk tools need review
Readiness class
Safe for evaluation
The server is suitable for evaluation, but remaining gaps should be resolved before broad production use.

Canonical machine links

SERVER OWNER FUNNEL

Own this MCP?

Claim ownership, prove control with a GitHub, DNS, HTTP, MCP metadata, or email-domain challenge, revalidate now, publish a badge, configure monitoring, and unlock a verified server profile.

1. Claim
unclaimed
with GitHub, DNS, or HTTP challenge instructions.
2. Revalidate
POST /v1/servers/github-orristech/ccapi-mcp/revalidate
Verified owners get priority queueing after proof succeeds.
3. Badge
Verified by MCP Verify badge
Verified by MCP Verify - score 66.8 - last checked Aug 2, 2026
4. Monitor
Continuous Verify plan is self-serve: choose a tier, configure watches, add authenticated validation, trigger revalidation, and use the badge.
Paid profile
Add verified publisher identity, security metadata, evidence packs, badge customization, and owner analytics without buying a better score.
Badge embed
[![Verified by MCP Verify](https://verify.sentinelsignal.io/badge/github-orristech/ccapi-mcp.svg)](https://verify.sentinelsignal.io/servers/github-orristech/ccapi-mcp)
PUBLISHER READINESS

Publisher readiness checklist

4/7 readiness checks currently pass. Paid status never changes the objective score; it can add evidence, monitoring, badge analytics, and authenticated validation.

Publisher readiness checks for this MCP server
CheckStatusHow to improve
Ownership verified Needs work Prove GitHub, DNS, HTTP, MCP metadata, or domain-email control.
Fresh validation Ready Keep public evidence inside the 48h publisher launch window.
Healthy endpoint Ready Remote endpoint should initialize and list tools reliably.
Score threshold Needs work Aim for score >= 70 before using production-readiness language.
Metadata complete Ready Publish description, homepage/docs, remote URL, and support metadata.
Risk posture reviewed Needs work Address OAuth, write-action, destructive-tool, and protocol findings.
Badge ready Ready Publish score and freshness badges only when current evidence exists.

Scan or claim this server Open badge kit

MCP TrustOps

TrustOps turns this report into operational controls: freshness SLAs, authenticated validation, semantic benchmarks, policy exports, alert subscriptions, badges, cost/compliance metadata, and runtime routing. Fresh trusted index decisions stay separate from long-tail inventory so stale scores do not masquerade as current evidence.

Freshness band
Verified in last 24h
Policy SLA: 168.0h • confidence-weighted score: 51.8 • stale score suppressed:
Policy exports
Formats: json, rego, yaml, github_action, gateway_config, client_report
Runtime routing
/v1/decide
Returns allowed tools, blocked tools, approval requirement, and reason.
Hosted runtime
Deploy trusted servers from GitHub with secrets, egress controls, releases, rollback, and audit events.
Authenticated validation
Premium publisher feature: paid authenticated runs verify scopes, write-action safeguards, and authorized tool execution.
Active trust badges
Freshly Validated Claude Remote MCP Compatible No Critical Risk
Semantic benchmarks
available
Templates cover GitHub, database, healthcare, web search, and CRM least-privilege jobs.
Supply chain
metadata signal
Deep scan checks are marked separately from public metadata signals.
Compliance metadata
Terms, privacy, SOC 2, HIPAA, GDPR, retention, deletion, and audit-log fields are tracked as enterprise metadata.
Alert subscription types
Status changes Score drops or recovers Freshness SLA breach Validation schema drift OAuth or auth behavior changes Tool surface changes New or changed write tool Supply-chain signal changes Legal or compliance metadata changes

MCP Runtime hosting

Verify Hosted MCP turns a trusted server report into a managed remote MCP endpoint with GitHub deployment provenance, sandbox policy, encrypted secrets, release history, rollback, and audit/usage events.

Activation readiness
Trusted hosted runtimes require fresh validation, a passing server state, a remote endpoint, and a minimum score.
Minimum tier
TrustOps
Publisher claim plus paid TrustOps tier are required before secrets or releases can be created.
Hosted endpoint
/hosted/{namespace}/{name}/mcp
The endpoint enforces egress allowlists and records audit/usage events.
Blockers
score_below_hosting_threshold
DeploymentStatusEndpointRelease
No hosted runtime deployments yet.

Production readiness class

Production readiness class
Safe for evaluation
The server is suitable for evaluation, but remaining gaps should be resolved before broad production use.
Critical alerts
3
Production verdicts degrade quickly when critical alerts are active.

Evidence confidence

Confidence score
77.5
Based on 2 recent validations, 26 captured checks, and validation age of 5.1 hours.
Live checks captured
26
More direct checks increase trust in the current verdict.
Validation age
5.1h
Lower age means fresher evidence.

Recommended for

Claude Desktop
Claude Desktop is marked compatible with score 100.
Smithery
Smithery is marked compatible with score 80.
Generic Streamable HTTP
Generic Streamable HTTP is marked compatible with score 100.

Client compatibility verdicts

Client compatibility only means the server shape can work with a client. Production trust decision and write-action publishing are evaluated separately so a client-compatible server can still be blocked for production.

Client compatibility: ChatGPT
Partially client-compatible
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.
Confidence: high (77.5)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
  • initializeOK
  • tools_listOK
  • transport_compliance_probeWarning
  • step_up_auth_probeWarning
  • connector_replay_probeMissing — Frozen tool snapshots must survive refresh.
  • request_association_probeMissing — Roots, sampling, and elicitation should stay request-scoped.
Client compatibility: Claude
Client-compatible
No major blockers detected.
Confidence: high (77.5)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
  • initializeOK
  • tools_listOK
  • transport_compliance_probeWarning
Write-action publishing
Publishing blocked
Blocked until safeguards and confirmation semantics are verified for write, exec, or destructive tools.
Confidence: high (77.5)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history
Disagreements: none
  • action_safety_probeError
Snapshot churn risk
Medium
The live tool surface changed between recent validations.
Confidence: high (77.5)
Evidence provenance
Winner: history
Supporting sources: history, live_validation
Disagreements: none
  • tool_snapshot_probeMissing
  • connector_replay_probeMissing

Why compatibility is limited by client

ChatGPT custom connector
Partially client-compatible
Remediation checklist
  • OpenAI connectors expect OAuth for remote server auth.
  • Dynamic client registration materially improves connector setup.
  • search fetch only is not yet satisfied
  • oauth configured is not yet satisfied
  • safe for company knowledge is not yet satisfied
  • safe for messages api remote mcp is not yet satisfied
Claude remote MCP
Client-compatible
Remediation checklist
  • search fetch only is not yet satisfied
  • oauth configured is not yet satisfied
  • safe for company knowledge is not yet satisfied
  • safe for messages api remote mcp is not yet satisfied
  • Transport compliance issues should be resolved before wider client rollout.
Write-safe publishing
Blocked
Remediation checklist
  • Add a clearer auth boundary around risky write actions.
  • Constrain or sandbox exec-capable tools before publishing broadly.

Verdict traces

Production verdict
Safe for evaluation
The server is suitable for evaluation, but remaining gaps should be resolved before broad production use.
Confidence: high (77.5)
Winning source: live_validation
Triggering alerts
  • tool_snapshot_changed • high • Tool snapshot changed
  • auth_mode_changed • high • Auth mode changed
  • write_action_surface_expanded • high • Write-action surface expanded
Client verdict trace table
VerdictStatusChecksWinning sourceConflicts
openai_connectors Partially client-compatible initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe live_validation none
claude_desktop Client-compatible initialize, tools_list, transport_compliance_probe live_validation none
unsafe_for_write_actions Publishing blocked action_safety_probe live_validation none
snapshot_churn_risk Medium tool_snapshot_probe, connector_replay_probe history none

Publishability policy profiles

ChatGPT custom connector compatibility
Compatible with review
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.
  • Search Fetch Only: No
  • Write Actions Present: Yes
  • Oauth Configured: No
  • Admin Refresh Required: Yes
  • Safe For Company Knowledge: No
  • Safe For Messages Api Remote Mcp: No
Claude remote MCP compatibility
Connector-compatible
Transport, discovery, and remote-MCP assumptions are satisfied. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.
  • Search Fetch Only: No
  • Write Actions Present: Yes
  • Oauth Configured: No
  • Admin Refresh Required: Yes
  • Safe For Company Knowledge: No
  • Safe For Messages Api Remote Mcp: No

Compatibility fixtures

ChatGPT custom connector fixture
Degraded
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.
  • remote_http_endpoint: Passes
  • oauth_discovery: Degraded
  • frozen_tool_snapshot_refresh: Passes
  • request_association: Passes
Anthropic remote MCP fixture
Passes
Remote MCP transport and discovery assumptions are satisfied.
  • remote_transport: Passes
  • tool_discovery: Passes
  • auth_connect: Passes
  • safe_write_review: Degraded

Authenticated validation sessions

Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.

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
0.5
Validation success 30d
0.5
Mean time to recover
10.6h
Breaking diffs 30d
1
Registry drift frequency 30d
0
Snapshot changes 30d
1

Incident & change feed

TimestampEventDetails
Aug 02, 2026 05:20:30 PM UTC Latest validation: healthy Score 66.8 with status healthy.
Aug 02, 2026 05:20:30 PM UTC Validation summary changed Summary moved from failing to healthy.
Aug 02, 2026 05:20:30 PM UTC Score changed Score delta +18.1 versus the previous run.
Aug 02, 2026 05:20:30 PM UTC Tool snapshot changed Added 11, removed 0, and changed 0 tool contracts.
Aug 02, 2026 05:20:30 PM UTC Auth mode changed Auth mode moved from unknown to public.

Capabilities

Use-case taxonomy
development communication productivity files

Security posture

Tools analyzed
11
High-risk tools
4
Destructive tools
2
Exec tools
1
Egress tools
3
Secret tools
1
Bulk-access tools
3
Risk distribution
low:2, medium:5, high:2, critical:2

Agent Commerce & Payment Readiness - Beta

Beta assessment. Verify separates commerce-adjacent context from observed payment execution. Usage, billing, pricing, card, wallet, or meter terms alone do not make a server payment-capable. This is not a certification of safety, compliance, or fraud prevention.

Overall
60
Auth posture
40
Payment readiness
80
Delegation safety
70
Tool risk
70
Commerce signal: moderate Payment capable: inferred Payment execution: no Billing/usage context: yes Quote/pricing context: yes Numeric price context: yes Commercial quote context: yes Checkout/charge signal: no Checkout term observed: no Human confirmation: yes Spending policy: yes Receipt support: unknown Auth required: partial Operator identity: declared Tool risk: administrative Delegation level: quote only
Detected payment rails
none detected
Purchase stages
usage_metering, quote
Evidence level
inferred
Confidence
medium

Warnings

Evidence

FieldValueSourceMatched termsConfidence
commerce_signalmoderatetool_schemalimit, quota, usage, amount, currency, balance, ratemedium

Recommended operator fixes

Tool capability & risk inventory

ToolCapabilitiesRiskFindingsNotes
chat_completion read write exec secrets High command execution secret material access No explicit safeguard hints detected.
edit_image read write delete network export Critical destructive operation arbitrary network egress bulk data access freeform input surface No explicit safeguard hints detected.
extend_music read Low freeform input surface No explicit safeguard hints detected.
generate_image read write delete network export Critical destructive operation arbitrary network egress bulk data access freeform input surface No explicit safeguard hints detected.
generate_lyrics read write admin Medium freeform input surface admin mutation No explicit safeguard hints detected.
generate_music read write Medium freeform input surface No explicit safeguard hints detected.
generate_video read write network admin Medium freeform input surface admin mutation Safeguards hinted in metadata.
get_balance read admin Medium none No explicit safeguard hints detected.
get_task read write Medium none No explicit safeguard hints detected.
list_models read Low none No explicit safeguard hints detected.
upscale_image write network filesystem export High arbitrary network egress bulk data access filesystem mutation No explicit safeguard hints detected.

Write-action governance

Governance status
Error
Safe to publish
Auth boundary
public_or_unclear
Blast radius
High
High-risk tools
4
Confirmation signals
generate_lyrics, generate_video
Safeguard count
1

Status detail: 4 high-risk tool(s), 2 destructive tool(s), 1 exec-capable tool(s) are exposed without a clear auth boundary; 1 safeguard(s) and 2 confirmation signal(s) detected.

ToolRiskFlagsSafeguards
chat_completion High command execution secret material access no
edit_image Critical destructive operation arbitrary network egress bulk data access freeform input surface no
generate_image Critical destructive operation arbitrary network egress bulk data access freeform input surface no
upscale_image High arbitrary network egress bulk data access filesystem mutation no

Action-controls diff

Snapshot changed
yes
Disabled-by-default candidates
chat_completion edit_image generate_image upscale_image
Manual review candidates
chat_completion edit_image generate_image upscale_image
New actions
ActionRiskFlags
chat_completionHighcommand execution secret material access
edit_imageCriticaldestructive operation arbitrary network egress bulk data access freeform input surface
extend_musicLowfreeform input surface
generate_imageCriticaldestructive operation arbitrary network egress bulk data access freeform input surface
generate_lyricsMediumfreeform input surface admin mutation
generate_musicMediumfreeform input surface
generate_videoMediumfreeform input surface admin mutation
get_balanceMediumnone
get_taskMediumnone
list_modelsLownone
upscale_imageHigharbitrary network egress bulk data access filesystem mutation
Changed actions
ActionChange typesRisk
No materially changed actions.

Why this score?

Access & Protocol
30/44
Connectivity, auth, and transport expectations for common clients.
Interface Quality
37.2/56
How well the tool/resource interface communicates and behaves under automation.
Security Posture
24.35/36
How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.
Reliability & Trust
16.46/24
Operational stability, consistency, and trustworthiness over time.
Discovery & Governance
18.02/28
How well the server is documented, listed, and governed in public registries.
Adoption & Market
5/8
Adoption clues and public evidence that the server is intended for external use.

Algorithmic score breakdown

Auth Operability
2/4
Measures whether auth discovery and protected access behave predictably for clients.
Error Contract Quality
1.2/4
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
3/4
Completeness of tool descriptions, parameter docs, examples, and schema shape.
Backward Compatibility
1.5/4
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
3/4
HTTPS posture, endpoint hygiene, and response-surface hardening checks.
Task Success
4/4
Can an agent reliably initialize, enumerate tools, and execute core MCP flows?
Trust Confidence
1/4
Confidence-adjusted reliability score that penalizes low evidence volume.
Abuse/Noise Resilience
4/4
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
4/4
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
3/4
How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.
Session Semantics
4/4
Determinism and state behavior across repeated MCP calls, including sticky-session surprises.
Tool Surface Design
4/4
Naming clarity, schema ergonomics, and parameter complexity across the tool surface.
Result Shape Stability
3/4
Stability of declared output schemas across validations, with penalties for drift or missing shapes.
OAuth Interop
3/4
Depth and client compatibility of OAuth/OIDC metadata beyond the minimal protected-resource check.
Recovery Semantics
1/4
Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.
Maintenance Signal
2.5/4
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
4/4
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
2/4
Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.
Utility Coverage
2/4
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
3/4
How ready the server looks for client catalogs and managed connector programs.
Tool Snapshot Churn
3/4
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
2/4
Risk-weighted view of destructive, exec, egress, and confirmation semantics across the tool surface.
Official Registry Presence
3/4
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
2/4
Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.
Tool Capability Clarity
4/4
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
2/4
Assesses arbitrary URL fetch, crawl, webhook, and remote-request exposure on the tool surface.
Execution / Sandbox Safety
2/4
Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.
Data Exfiltration Resilience
3.4/4
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
0.5/4
Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.
Input Sanitization Safety
3/4
Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.
Tool Namespace Clarity
4/4
Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.

Compatibility profiles

OpenAI Connectors
77.8
partial
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.
Connector URL: https://ccapi.ai/mcp
# No OAuth metadata detected.
# Server: github-orristech/ccapi-mcp
Claude Desktop
100.0
compatible
No major blockers detected.
{
  "mcpServers": {
    "ccapi-mcp": {
      "command": "npx",
      "args": ["mcp-remote", "https://ccapi.ai/mcp"]
    }
  }
}
Smithery
80.0
compatible
Machine-readable failure semantics should be present.
smithery mcp add "https://ccapi.ai/mcp"
Generic Streamable HTTP
100.0
compatible
No major blockers detected.
curl -sS https://ccapi.ai/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

SeverityRemediationWhy it mattersRecommended action
High Add confirmation and dry-run semantics for risky actions High-risk write, delete, exec, or egress tools should communicate safeguards clearly. 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 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 Publish a complete server card Missing or incomplete server-card metadata weakens discovery, documentation, and trust signals. Serve /.well-known/mcp/server-card.json and include tools, prompts/resources, homepage, and support links.
Playbook
  • Publish `/.well-known/mcp/server-card.json`.
  • Include homepage, repository, support, tools, prompts/resources, and auth metadata.
  • Revalidate the server after publishing the card.
High Respond to auth mode changed Auth mode changed from unknown to public. Document the new auth posture and confirm protected-resource and challenge metadata still match reality.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
High Respond to tool snapshot changed Tools were added, removed, or materially changed between the latest two validations. Publish a first-class changelog for tool additions, removals, and breaking schema changes.
Playbook
  • Review the tool snapshot diff for adds, removals, required-arg changes, and output-schema drift.
  • Publish a changelog before managed connector clients refresh their frozen tool snapshots.
  • Revalidate after the changelog and connector metadata are in sync.
High Respond to write-action surface expanded The number of high-risk write, delete, exec, or bulk-access tools increased on the latest run. Review the newly exposed write and destructive actions before publishing them broadly.
Playbook
  • Inspect the new write, delete, exec, or export tools for auth boundaries and confirmation semantics.
  • Add preview, dry-run, or explicit confirmation language where possible.
  • Delay public connector publication until the new blast radius is reviewed.
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 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 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.
Low Publish or reconcile the server in the official MCP registry Official registry presence improves discovery confidence and cross-source consistency. 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

ComponentCurrentPoints missing
Dependency Supply Chain Signal 0.5/4 -3.5
Trust Confidence 1/4 -3.0
Recovery Semantics 1/4 -3.0
Error Contract 1.2/4 -2.8
Backward Compatibility 1.5/4 -2.5
Utility Coverage 2/4 -2.0
Transport Compliance 2/4 -2.0
Step Up Auth 2/4 -2.0
Spec Recency 2/4 -2.0
Safety Transparency 2/4 -2.0
Resource Contract 2/4 -2.0
Registry Consistency 2/4 -2.0

Validation diff

Score delta
18.15
Summary changed
yes
Tool delta
11
Prompt delta
0
Auth mode changed
yes
Write surface expanded
yes
Protocol regressed
no
Registry drift changed
no

Regressed checks: action_safety_probe, oauth_protected_resource, prompts_list, resources_list, server_card

Improved checks: determinism_probe, initialize, probe_noise_resilience, provenance_divergence_probe, tools_list, utility_coverage_probe

ComponentPreviousLatestDelta
tool_capability_clarity_score4.04.0
tool_namespace_clarity_score4.04.0
tool_surface_design_score4.04.0
input_sanitization_safety_score3.03.0
result_shape_stability_score3.03.0
schema_completeness_score3.03.0
session_semantics_score1.04.03.0
tool_snapshot_churn_score3.03.0

Tool snapshot diff & changelog

Snapshot changed
yes
Added tools
chat_completion edit_image extend_music generate_image generate_lyrics generate_music generate_video get_balance get_task list_models upscale_image
Removed tools
none
Required-argument changes
ToolAdded required argsRemoved required args
No required-argument changes detected.
Output-schema drift
ToolPrevious propertiesLatest properties
No output-schema drift detected.

Connector replay

Status
Missing
Backward compatible
Would break after refresh
Added tools
none
Removed tools
none
Additive output changes
none
Required-argument replay breaks
ToolAdded required argsRemoved required args
No required-argument replay breaks detected.
Output-schema replay breaks
ToolRemoved propertiesAdded properties
No output-schema replay breaks detected.

Transport compliance drilldown

Probe status
Warning
Transport
streamable-http
Session header
no
Protocol header
no
Bad protocol response
400
DELETE teardown
n/a
Expired session retry
n/a
Last-Event-ID visible
no

Issues: missing_session_id, missing_protocol_header

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
OK
Completions
not detected
Completion probe target: none
Pagination
not detected
No nextCursor evidence.
Tasks
Auth Required
Advertised: no

Benchmark tasks

Benchmark taskStatusEvidence
Discover tools Passes
  • initializeOK
  • tools_listOK
Read-only fetch flow Degraded
  • resource_readMissing
  • read_only_tool_surfaceOK
OAuth-required connect Degraded
  • oauth_protected_resourceError
  • step_up_auth_probeWarning
Safe write flow with confirmation Likely to fail
  • action_safety_probeError

Registry & provenance divergence

Probe status
OK
Direct official match
no
Drift fields
none
FieldRegistryLive server card
Titlen/an/a
Versionn/an/a
Homepagen/an/a

Active alerts

Aliases & registry graph

IdentifierSourceCanonicalScore
github-orristech/ccapi-mcp github_topic_registry yes 66.85
ai.ccapi/mcp official_registry no 68.63

Alias consolidation

Canonical identifier
github-orristech/ccapi-mcp
Duplicate aliases
1
Registry sources
github_topic_registry official_registry
Source disagreements
FieldWhat differsObserved values
Registry source Multiple registries or registry sync paths claim this same canonical server. github_topic_registry official_registry
Remote URL Aliases currently point at different MCP endpoints, which can indicate mirrors, stale registry data, or a real endpoint split. https://api.ccapi.ai/mcp https://ccapi.ai/mcp
Registry identifier Different registry-specific identifiers resolve to the same canonical server record here. ai.ccapi/mcp github_topic_registry:OrrisTech/ccapi-mcp

Install snippets

Openai Connectors
Connector URL: https://ccapi.ai/mcp
# No OAuth metadata detected.
# Server: github-orristech/ccapi-mcp
Claude Desktop
{
  "mcpServers": {
    "ccapi-mcp": {
      "command": "npx",
      "args": ["mcp-remote", "https://ccapi.ai/mcp"]
    }
  }
}
Smithery
smithery mcp add "https://ccapi.ai/mcp"
Generic Http
curl -sS https://ccapi.ai/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
chat_completion edit_image extend_music generate_image generate_lyrics generate_music generate_video get_balance
Observed from the latest live validation against https://ccapi.ai/mcp. This is the target server surface, not Verify's own inspection tools.
Live capability counts
11 tools • 0 prompts • 0 resources
Counts come from the latest tools/list, prompts/list, and resources/list checks.
Inspect with Verify
search fetch search_servers recommend_servers get_server_report compare_servers
Use Verify itself to search, recommend, compare, and fetch the full report for github-orristech/ccapi-mcp.
Direct machine links

Claims & monitoring

Server ownership

No verified maintainer claim recorded.

Watch subscriptions
0
Teams: none

Alert routing

Active watches
0
Generic webhooks
0
Slack routes
0
Teams routes
0
Email routes
0
WatchTeamChannelsMinimum severity
No active watch destinations.

Maintainer analytics

Validation Run Count
2
Average Latency Ms
408.83
Healthy Run Ratio Recent
0.5
Registry Presence Count
2
Active Alert Count
3
Watcher Count
0
Verified Claim
False
Taxonomy Tags
development, communication, productivity, files
Score Trend
66.85, 48.7
Remediation Count
21
High Risk Tool Count
4
Destructive Tool Count
2
Exec Tool Count
1

Maintainer response quality

Score
16.67
Verified claim
Support contact
Changelog present
Incident notes present
Tool changes documented
Annotation history
Annotation count
0

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
Healthy
Validation profile
remote_mcp
Started
Aug 02, 2026 05:20:29 PM UTC
Latency
469.9 ms

Failures

Checks

CheckStatusLatencyEvidence
action_safety_probe Error n/a 4 high-risk, 2 destructive, 1 exec-capable tool(s); no clear auth boundary; safeguards=1; confirmation=generate lyrics, generate video.
advanced_capabilities_probe Warning n/a Only 3 capability signal(s): prompts, resources, structured outputs.
connector_publishability_probe Warning n/a Publishability blockers: action safety, server card.
connector_replay_probe Missing n/a No connector replay evidence recorded.
determinism_probe OK 19.3 ms Check completed
initialize OK 62.5 ms Protocol 2025-03-26
interactive_flow_probe Missing n/a Check completed
oauth_authorization_server Missing n/a no authorization server
oauth_protected_resource Error 41.4 ms Client error '404 Not Found' for url 'https://ccapi.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
official_registry_probe Warning n/a Check completed
openid_configuration Missing n/a no authorization server
probe_noise_resilience OK 52.2 ms Fetched https://ccapi.ai/robots.txt
prompt_get Missing n/a not advertised
prompts_list Auth Required 8.3 ms Client error '401 Unauthorized' for url 'https://ccapi.ai/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
protocol_version_probe Warning n/a Claims 2025-03-26; 2 release(s) behind 2025-11-25.
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 33.0 ms Client error '401 Unauthorized' for url 'https://ccapi.ai/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
server_card Error 150.1 ms Client error '404 Not Found' for url 'https://ccapi.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
session_resume_probe Warning n/a no session id
step_up_auth_probe Warning n/a No step-up challenge hints.
tool_snapshot_probe Missing n/a no historical snapshot
tools_list OK 32.3 ms 11 tool(s) exposed
transport_compliance_probe Warning 12.9 ms Issues: missing session id, missing protocol header (bad protocol=400).
utility_coverage_probe OK 24.6 ms No completions evidence; no pagination evidence; tasks auth required.

Raw evidence view

Show raw JSON evidence
{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": false,
        "confirmation_signals": [
          "generate_lyrics",
          "generate_video"
        ],
        "safeguard_count": 1,
        "summary": {
          "bulk_access_tools": 3,
          "capability_distribution": {
            "admin": 3,
            "delete": 2,
            "exec": 1,
            "export": 3,
            "filesystem": 1,
            "network": 4,
            "read": 10,
            "secrets": 1,
            "write": 8
          },
          "destructive_tools": 2,
          "egress_tools": 3,
          "exec_tools": 1,
          "high_risk_tools": 4,
          "risk_distribution": {
            "critical": 2,
            "high": 2,
            "low": 2,
            "medium": 5
          },
          "secret_tools": 1,
          "tool_count": 11
        }
      },
      "latency_ms": null,
      "status": "error"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": true,
          "resource_links": false,
          "resources": true,
          "roots": false,
          "sampling": false,
          "structured_outputs": true
        },
        "enabled": [
          "prompts",
          "resources",
          "structured_outputs"
        ],
        "enabled_count": 3,
        "initialize_capability_keys": [
          "logging",
          "tools"
        ]
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "action_safety",
          "server_card"
        ],
        "criteria": {
          "action_safety": false,
          "auth_flow": true,
          "connector_replay": true,
          "initialize": true,
          "protocol_version": true,
          "remote_transport": true,
          "request_association": true,
          "server_card": false,
          "session_resume": true,
          "step_up_auth": true,
          "tool_surface": true,
          "tools_list": true,
          "transport_compliance": true
        },
        "high_risk_tools": 4,
        "tool_count": 11,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_replay_probe": {
      "details": {
        "reason": "no_historical_snapshot"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "determinism_probe": {
      "details": {
        "attempts": 2,
        "baseline_signature": "9f2ab2529bad522105dfadb7728f2831f631c6d9b95eaf478a990251cabf43b6",
        "errors": [],
        "matches": 2,
        "stable_ratio": 1.0,
        "successful": 2
      },
      "latency_ms": 19.29,
      "status": "ok"
    },
    "initialize": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "payload": {
          "id": 1,
          "jsonrpc": "2.0",
          "result": {
            "capabilities": {
              "logging": {},
              "tools": {
                "listChanged": true
              }
            },
            "instructions": "CCAPI gives you access to image, video, music and text models through one API key.\n\nKey facts:\n- Every tool call consumes the account's balance. Prefer one good call over exploratory retries.\n- Call list_models first if you are unsure which model names are available; model availability\n  depends on the key's group and changes over time. Do not guess model names.\n- Image and text tools return results directly.\n- Video and music tools are asynchronous: they return a task_id and a platform, then you poll\n  get_task with that exact pair until status is \"completed\" or \"failed\" (the other states are\n  \"queued\" and \"in_progress\"). Generation typically takes 30-180 seconds for video and 30-120\n  seconds for music. Pass wait_seconds to have the server poll for you instead of looping yourself.\n- Result URLs are hosted by the upstream provider and may expire. Download anything worth keeping.",
            "protocolVersion": "2025-03-26",
            "serverInfo": {
              "description": "Image, video, music and text generation through the CCAPI gateway.",
              "name": "ccapi",
              "title": "CCAPI",
              "version": "20260802-7bb032c",
              "websiteUrl": "https://ccapi.ai"
            }
          }
        },
        "url": "https://ccapi.ai/mcp"
      },
      "latency_ms": 62.52,
      "status": "ok"
    },
    "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://ccapi.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://ccapi.ai/.well-known/oauth-protected-resource"
      },
      "latency_ms": 41.43,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": false,
        "official_identifiers": [
          "ai.ai-akari/one-minute-akari",
          "ai.artidrop/artidrop",
          "ai.afmr/discovery",
          "ai.boolsai/directory",
          "ai.agenticfabricationnetwork/ufp",
          "ai.agenticshelf/graffeo",
          "ac.tandem/docs-mcp",
          "ai.ai-akari/agent-trust-receipt",
          "ai.arpi/arpi-mcp",
          "ai.analyticslegends/sap-analytics"
        ],
        "official_peer_count": 10,
        "registry_source": "github_topic_registry"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "openid_configuration": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "text/plain; charset=utf-8",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "url": "https://ccapi.ai/robots.txt"
      },
      "latency_ms": 52.25,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://ccapi.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json; charset=utf-8",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 401,
        "payload": {},
        "reason": "auth_required",
        "url": "https://ccapi.ai/mcp"
      },
      "latency_ms": 8.34,
      "status": "auth_required"
    },
    "protocol_version_probe": {
      "details": {
        "claimed_version": "2025-03-26",
        "lag_days": 244,
        "latest_known_version": "2025-11-25",
        "releases_behind": 2,
        "validator_protocol_version": "2025-03-26"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "provenance_divergence_probe": {
      "details": {
        "direct_official_match": false,
        "drift_fields": [],
        "metadata_document_count": 1,
        "registry_homepage": null,
        "registry_repository": null,
        "registry_title": null,
        "registry_version": null,
        "server_card_homepage": null,
        "server_card_repository": null,
        "server_card_title": null,
        "server_card_version": null
      },
      "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://ccapi.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json; charset=utf-8",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 401,
        "payload": {},
        "reason": "auth_required",
        "url": "https://ccapi.ai/mcp"
      },
      "latency_ms": 32.99,
      "status": "auth_required"
    },
    "server_card": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://ccapi.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://ccapi.ai/.well-known/mcp/server-card.json"
      },
      "latency_ms": 150.06,
      "status": "error"
    },
    "session_resume_probe": {
      "details": {
        "protocol_version": "2025-03-26",
        "reason": "no_session_id",
        "resume_expected": true,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "step_up_auth_probe": {
      "details": {
        "auth_required_checks": [
          "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": {
        "current_tool_count": 11,
        "reason": "no_historical_snapshot"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "tools_list": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "payload": {
          "id": 2,
          "jsonrpc": "2.0",
          "result": {
            "cacheScope": "public",
            "tools": [
              {
                "annotations": {
                  "idempotentHint": false,
                  "readOnlyHint": true
                },
                "description": "Send a conversation to any text model available through CCAPI (Claude, GPT, Gemini, DeepSeek, GLM, MiniMax, Kimi, Qwen\u2026) and get the reply. Useful for consulting a second model for a different perspective, running a cheap model over bulk work, or reaching a model the current client does not have configured. Responses are non-streaming.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "max_tokens": {
                      "description": "Maximum tokens to generate. Omit for the model default.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    },
                    "messages": {
                      "description": "Conversation so far, oldest first. Must contain at least one message.",
                      "items": {
                        "additionalProperties": false,
                        "properties": {
                          "content": {
                            "description": "Message text.",
                            "type": "string"
                          },
                          "role": {
                            "description": "Message author: system, user or assistant.",
                            "type": "string"
                          }
                        },
                        "required": [
                          "role",
                          "content"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "model": {
                      "description": "Exact model name, e.g. claude-sonnet-5 or deepseek-v4-pro. Call list_models with category 'text' if unsure.",
                      "type": "string"
                    },
                    "stop": {
                      "description": "Up to 4 sequences that stop generation.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "temperature": {
                      "description": "Sampling temperature, typically 0-2. Omit for the model default.",
                      "type": [
                        "null",
                        "number"
                      ]
                    },
                    "top_p": {
                      "description": "Nucleus sampling probability mass, 0-1. Omit for the model default.",
                      "type": [
                        "null",
                        "number"
                      ]
                    }
                  },
                  "required": [
                    "model",
                    "messages"
                  ],
                  "type": "object"
                },
                "name": "chat_completion",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "content": {
                      "description": "The model's reply text.",
                      "type": "string"
                    },
                    "finish_reason": {
                      "description": "Why generation stopped, e.g. stop or length.",
                      "type": "string"
                    },
                    "model": {
                      "description": "Model that actually served the request.",
                      "type": "string"
                    },
                    "usage": {
                      "additionalProperties": false,
                      "description": "Token accounting for this call.",
                      "properties": {
                        "completion_tokens": {
                          "description": "Tokens generated.",
                          "type": "integer"
                        },
                        "prompt_tokens": {
                          "description": "Tokens consumed by the prompt.",
                          "type": "integer"
                        },
                        "total_tokens": {
                          "description": "Prompt plus completion tokens.",
                          "type": "integer"
                        }
                      },
                      "required": [
                        "prompt_tokens",
                        "completion_tokens",
                        "total_tokens"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "content",
                    "model",
                    "usage"
                  ],
                  "type": "object"
                },
                "title": "Call a text model"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": false
                },
                "description": "Edit existing images according to an instruction, using the dedicated image edit endpoint. Provide at least one source image. For pure text-to-image, or for models that take references through the generation endpoint, use generate_image instead.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "aspect_ratio": {
                      "description": "Z-Image only: required output aspect ratio. Supported values: 1:1, 4:3, 3:4, 16:9, 9:16.",
                      "type": "string"
                    },
                    "async": {
                      "description": "Submit asynchronously and return a task_id instead of waiting. Use when the client times out on slow models; poll with get_task using platform 'image'.",
                      "type": "boolean"
                    },
                    "images": {
                      "description": "Optional reference images as HTTPS URLs or data URLs, for image-to-image generation. Not all models accept references.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "model": {
                      "description": "Exact model name, e.g. gpt-image-2 or nano-banana-pro. Call list_models with category 'image' if unsure.",
                      "type": "string"
                    },
                    "n": {
                      "description": "How many images to generate. Defaults to 1. Each one is billed.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    },
                    "nsfw_checker": {
                      "description": "Z-Image only: enable or disable the upstream NSFW checker. Explicit false is preserved.",
                      "type": [
                        "null",
                        "boolean"
                      ]
                    },
                    "prompt": {
                      "description": "Description of the image to generate.",
                      "type": "string"
                    },
                    "quality": {
                      "description": "Quality hint, e.g. low, medium, high or auto. Model-dependent.",
                      "type": "string"
                    },
                    "response_format": {
                      "description": "'url' (default) returns links; 'b64_json' returns base64 data, which is far larger and usually unnecessary.",
                      "type": "string"
                    },
                    "size": {
                      "description": "Output size, e.g. 1024x1024, 1536x1024, or 'auto'. Model-dependent; omit for the model default.",
                      "type": "string"
                    },
                    "wait_seconds": {
                      "description": "Only with async: poll server-side for up to this many seconds (max 240) and return the finished image if it completes in time.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    }
                  },
                  "required": [
                    "model",
                    "prompt"
                  ],
                  "type": "object"
                },
                "name": "edit_image",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "images": {
                      "description": "Generated images, when the call completed.",
                      "items": {
                        "additionalProperties": false,
                        "properties": {
                          "b64_json": {
                            "description": "Base64 image data, when response_format was b64_json.",
                            "type": "string"
                          },
                          "revised_prompt": {
                            "description": "The prompt the model actually used, when it rewrote the input.",
                            "type": "string"
                          },
                          "url": {
                            "description": "Link to the generated image. May expire; download anything worth keeping.",
                            "type": "string"
                          }
                        },
                        "type": "object"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "model": {
                      "description": "Model that served the request.",
                      "type": "string"
                    },
                    "note": {
                      "description": "What to do next.",
                      "type": "string"
                    },
                    "platform": {
                      "description": "Pass this to get_task together with task_id.",
                      "type": "string"
                    },
                    "status": {
                      "description": "One of: completed, queued, in_progress, failed.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "Task identifier, when submitted asynchronously and still running.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "model",
                    "status"
                  ],
                  "type": "object"
                },
                "title": "Edit an image"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": false
                },
                "description": "Continue an existing song from a given timestamp, producing a longer version. Requires the clip_id of a previously generated song, which appears in the 'raw' payload of a completed generate_music task. Asynchronous \u2014 poll with get_task.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "clip_id": {
                      "description": "ID of the song to extend, taken from the 'raw' clip list of a completed generate_music task.",
                      "type": "string"
                    },
                    "continue_at": {
                      "description": "Timestamp in seconds within the original song to continue from.",
                      "type": "number"
                    },
                    "prompt": {
                      "description": "Lyrics for the extended section.",
                      "type": "string"
                    },
                    "provider": {
                      "description": "Music backend: 'suno' (default) or 'producer'.",
                      "type": "string"
                    },
                    "tags": {
                      "description": "Style tags for the extension.",
                      "type": "string"
                    },
                    "title": {
                      "description": "New title for the extended song.",
                      "type": "string"
                    },
                    "wait_seconds": {
                      "description": "Poll server-side for up to this many seconds (max 240).",
                      "type": [
                        "null",
                        "integer"
                      ]
                    }
                  },
                  "required": [
                    "clip_id",
                    "continue_at"
                  ],
                  "type": "object"
                },
                "name": "extend_music",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "audio_urls": {
                      "description": "Finished audio URLs, when the task completed within wait_seconds.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "note": {
                      "description": "What to do next.",
                      "type": "string"
                    },
                    "platform": {
                      "description": "'suno' or 'producer'. Pass to get_task.",
                      "type": "string"
                    },
                    "raw": {
                      "description": "Full result payload when completed \u2014 clip IDs, lyrics text and per-clip metadata. Clip IDs from here are what extend_music takes."
                    },
                    "status": {
                      "description": "One of: queued, in_progress, completed, failed.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "Pass this to get_task together with platform to check progress.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "task_id",
                    "platform",
                    "status",
                    "note"
                  ],
                  "type": "object"
                },
                "title": "Extend a song"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": false
                },
                "description": "Generate an image from a text prompt, optionally guided by reference images (image-to-image). Returns image URLs directly. Most models finish in 10-60 seconds; if your client times out, set async=true to get a task_id you can poll instead. This call costs money \u2014 do not retry speculatively.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "aspect_ratio": {
                      "description": "Z-Image only: required output aspect ratio. Supported values: 1:1, 4:3, 3:4, 16:9, 9:16.",
                      "type": "string"
                    },
                    "async": {
                      "description": "Submit asynchronously and return a task_id instead of waiting. Use when the client times out on slow models; poll with get_task using platform 'image'.",
                      "type": "boolean"
                    },
                    "images": {
                      "description": "Optional reference images as HTTPS URLs or data URLs, for image-to-image generation. Not all models accept references.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "model": {
                      "description": "Exact model name, e.g. gpt-image-2 or nano-banana-pro. Call list_models with category 'image' if unsure.",
                      "type": "string"
                    },
                    "n": {
                      "description": "How many images to generate. Defaults to 1. Each one is billed.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    },
                    "nsfw_checker": {
                      "description": "Z-Image only: enable or disable the upstream NSFW checker. Explicit false is preserved.",
                      "type": [
                        "null",
                        "boolean"
                      ]
                    },
                    "prompt": {
                      "description": "Description of the image to generate.",
                      "type": "string"
                    },
                    "quality": {
                      "description": "Quality hint, e.g. low, medium, high or auto. Model-dependent.",
                      "type": "string"
                    },
                    "response_format": {
                      "description": "'url' (default) returns links; 'b64_json' returns base64 data, which is far larger and usually unnecessary.",
                      "type": "string"
                    },
                    "size": {
                      "description": "Output size, e.g. 1024x1024, 1536x1024, or 'auto'. Model-dependent; omit for the model default.",
                      "type": "string"
                    },
                    "wait_seconds": {
                      "description": "Only with async: poll server-side for up to this many seconds (max 240) and return the finished image if it completes in time.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    }
                  },
                  "required": [
                    "model",
                    "prompt"
                  ],
                  "type": "object"
                },
                "name": "generate_image",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "images": {
                      "description": "Generated images, when the call completed.",
                      "items": {
                        "additionalProperties": false,
                        "properties": {
                          "b64_json": {
                            "description": "Base64 image data, when response_format was b64_json.",
                            "type": "string"
                          },
                          "revised_prompt": {
                            "description": "The prompt the model actually used, when it rewrote the input.",
                            "type": "string"
                          },
                          "url": {
                            "description": "Link to the generated image. May expire; download anything worth keeping.",
                            "type": "string"
                          }
                        },
                        "type": "object"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "model": {
                      "description": "Model that served the request.",
                      "type": "string"
                    },
                    "note": {
                      "description": "What to do next.",
                      "type": "string"
                    },
                    "platform": {
                      "description": "Pass this to get_task together with task_id.",
                      "type": "string"
                    },
                    "status": {
                      "description": "One of: completed, queued, in_progress, failed.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "Task identifier, when submitted asynchronously and still running.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "model",
                    "status"
                  ],
                  "type": "object"
                },
                "title": "Generate an image"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": false
                },
                "description": "Write song lyrics from a description, without generating audio. Useful as a first step before generate_music with custom=true, so the user can approve the words before paying for audio. Asynchronous \u2014 poll with get_task.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "lyrics_model": {
                      "description": "Lyrics model: classic or remi.",
                      "type": "string"
                    },
                    "prompt": {
                      "description": "Description of the lyrics to write, e.g. 'a love song about meeting someone at a coffee shop'.",
                      "type": "string"
                    },
                    "provider": {
                      "description": "Music backend: 'suno' (default) or 'producer'.",
                      "type": "string"
                    },
                    "wait_seconds": {
                      "description": "Poll server-side for up to this many seconds (max 240). Lyrics usually finish in under 30 seconds.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    }
                  },
                  "required": [
                    "prompt"
                  ],
                  "type": "object"
                },
                "name": "generate_lyrics",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "audio_urls": {
                      "description": "Finished audio URLs, when the task completed within wait_seconds.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "note": {
                      "description": "What to do next.",
                      "type": "string"
                    },
                    "platform": {
                      "description": "'suno' or 'producer'. Pass to get_task.",
                      "type": "string"
                    },
                    "raw": {
                      "description": "Full result payload when completed \u2014 clip IDs, lyrics text and per-clip metadata. Clip IDs from here are what extend_music takes."
                    },
                    "status": {
                      "description": "One of: queued, in_progress, completed, failed.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "Pass this to get_task together with platform to check progress.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "task_id",
                    "platform",
                    "status",
                    "note"
                  ],
                  "type": "object"
                },
                "title": "Generate lyrics"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": false
                },
                "description": "Generate a song with vocals or instrumental. Two modes: simple (custom=false) where you describe the song and the model writes the lyrics, or custom (custom=true) where you supply lyrics, title and style tags. Asynchronous \u2014 returns a task_id you poll with get_task; generation usually takes 30-120 seconds and normally yields two variations.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "custom": {
                      "description": "false (default) lets the model write the lyrics from your description; true means prompt contains lyrics you wrote and you should also set title and tags.",
                      "type": "boolean"
                    },
                    "instrumental": {
                      "description": "Generate without vocals.",
                      "type": "boolean"
                    },
                    "model": {
                      "description": "Suno model version, e.g. chirp-v5 or chirp-v4-5-plus. Omit for the platform default.",
                      "type": "string"
                    },
                    "negative_tags": {
                      "description": "Styles to avoid, e.g. 'heavy metal, rap'.",
                      "type": "string"
                    },
                    "prompt": {
                      "description": "In simple mode (custom=false) a description of the song, e.g. 'a dreamy lo-fi track about late-night trains'. In custom mode (custom=true) the actual lyrics, with section markers like [Verse] and [Chorus].",
                      "type": "string"
                    },
                    "provider": {
                      "description": "Music backend: 'suno' (default) or 'producer'.",
                      "type": "string"
                    },
                    "tags": {
                      "description": "Comma-separated style tags, e.g. 'pop, upbeat, guitar'. Max 200 characters.",
                      "type": "string"
                    },
                    "title": {
                      "description": "Song title. Used in custom mode.",
                      "type": "string"
                    },
                    "wait_seconds": {
                      "description": "Poll server-side for up to this many seconds (max 240) and return finished audio if it completes in time. Omit to return a task_id immediately.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    }
                  },
                  "required": [
                    "prompt"
                  ],
                  "type": "object"
                },
                "name": "generate_music",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "audio_urls": {
                      "description": "Finished audio URLs, when the task completed within wait_seconds.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "note": {
                      "description": "What to do next.",
                      "type": "string"
                    },
                    "platform": {
                      "description": "'suno' or 'producer'. Pass to get_task.",
                      "type": "string"
                    },
                    "raw": {
                      "description": "Full result payload when completed \u2014 clip IDs, lyrics text and per-clip metadata. Clip IDs from here are what extend_music takes."
                    },
                    "status": {
                      "description": "One of: queued, in_progress, completed, failed.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "Pass this to get_task together with platform to check progress.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "task_id",
                    "platform",
                    "status",
                    "note"
                  ],
                  "type": "object"
                },
                "title": "Generate a song"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": false
                },
                "description": "Generate a video from a text prompt, optionally driven by reference images (image-to-video, first/last frame). This is asynchronous: it returns a task_id you poll with get_task(platform='video'). Generation usually takes 30-180 seconds. Pass wait_seconds to have the server poll for you. Video generation is the most expensive capability here \u2014 confirm the prompt with the user before spending on retries.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "duration": {
                      "description": "Clip length in seconds. Model-dependent, typically 4-15; an unsupported value is rejected with a message naming the supported ones. Omit for the model default.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    },
                    "generate_audio": {
                      "description": "Generate a synchronised soundtrack. Only some models support this.",
                      "type": [
                        "null",
                        "boolean"
                      ]
                    },
                    "image_roles": {
                      "description": "Role of each entry in images, positionally: first_frame, last_frame or reference_image.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "images": {
                      "description": "Optional reference image URLs. A single image is used as the first frame; use image_roles to control multiple.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "model": {
                      "description": "Exact model name, e.g. doubao-seedance-2-0-260128, veo-3.1-quality or viduq3-pro. Call list_models with category 'video' if unsure.",
                      "type": "string"
                    },
                    "prompt": {
                      "description": "Description of the video to generate.",
                      "type": "string"
                    },
                    "ratio": {
                      "description": "Aspect ratio, e.g. 16:9, 9:16, 1:1, 21:9 or adaptive. Which values a model accepts varies; an unsupported one is rejected with a message naming the valid ones.",
                      "type": "string"
                    },
                    "resolution": {
                      "description": "Output resolution: 480p, 720p (widest compatibility) or 1080p. Model-dependent.",
                      "type": "string"
                    },
                    "wait_seconds": {
                      "description": "Poll server-side for up to this many seconds (max 240) and return the finished video if it completes in time. Omit to return a task_id immediately.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    }
                  },
                  "required": [
                    "model",
                    "prompt"
                  ],
                  "type": "object"
                },
                "name": "generate_video",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "model": {
                      "description": "Model that accepted the request.",
                      "type": "string"
                    },
                    "note": {
                      "description": "What to do next.",
                      "type": "string"
                    },
                    "platform": {
                      "description": "Always 'video'. Pass to get_task.",
                      "type": "string"
                    },
                    "status": {
                      "description": "One of: queued, in_progress, completed, failed.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "Pass this to get_task together with platform to check progress.",
                      "type": "string"
                    },
                    "video_urls": {
                      "description": "Finished video URLs, when the task completed within wait_seconds.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    }
                  },
                  "required": [
                    "task_id",
                    "platform",
                    "status",
                    "model",
                    "note"
                  ],
                  "type": "object"
                },
                "title": "Generate a video"
              },
              {
                "annotations": {
                  "idempotentHint": false,
                  "readOnlyHint": true
                },
                "description": "Report the remaining and used balance for this CCAPI key. Useful before starting an expensive batch of generations, or to explain a quota failure to the user.",
                "inputSchema": {
                  "additionalProperties": false,
                  "type": "object"
                },
                "name": "get_balance",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "currency": {
                      "description": "Unit of the amounts above, e.g. USD.",
                      "type": "string"
                    },
                    "note": {
                      "description": "Guidance when the balance is low, unlimited, or scoped to a token.",
                      "type": "string"
                    },
                    "remaining_amount": {
                      "description": "Remaining balance, in the account's display currency. Omitted when unlimited.",
                      "type": "number"
                    },
                    "total_amount": {
                      "description": "Remaining plus used. Omitted when unlimited.",
                      "type": "number"
                    },
                    "unlimited": {
                      "description": "True when this token has no spending cap, in which case the amount fields are not meaningful.",
                      "type": "boolean"
                    },
                    "used_amount": {
                      "description": "Balance consumed to date, in the same unit.",
                      "type": "number"
                    }
                  },
                  "required": [
                    "unlimited",
                    "used_amount",
                    "currency"
                  ],
                  "type": "object"
                },
                "title": "Get account balance"
              },
              {
                "annotations": {
                  "idempotentHint": false,
                  "readOnlyHint": true
                },
                "description": "Check the status of an asynchronous generation task submitted by generate_video, generate_music, generate_lyrics, extend_music, or generate_image with async=true. Pass the platform and task_id exactly as they were returned. Status is one of queued, in_progress, completed or failed; poll every few seconds until it settles, or pass wait_seconds to have the server wait for you.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "platform": {
                      "description": "Platform the task belongs to, exactly as returned by the submit tool: image, video, suno or producer.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "Task identifier returned by the submit tool.",
                      "type": "string"
                    },
                    "wait_seconds": {
                      "description": "Poll server-side for up to this many seconds (max 240) and return once the task finishes. Omit for a single immediate status check.",
                      "type": [
                        "null",
                        "integer"
                      ]
                    }
                  },
                  "required": [
                    "platform",
                    "task_id"
                  ],
                  "type": "object"
                },
                "name": "get_task",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "fail_reason": {
                      "description": "Why the task failed, when status is failed.",
                      "type": "string"
                    },
                    "note": {
                      "description": "What to do next.",
                      "type": "string"
                    },
                    "platform": {
                      "description": "Platform the task belongs to.",
                      "type": "string"
                    },
                    "progress": {
                      "description": "Progress indication, when the backend reports one.",
                      "type": "string"
                    },
                    "raw": {
                      "description": "Backend payload, for details this summary does not cover (lyrics text, per-clip metadata, seeds)."
                    },
                    "result_urls": {
                      "description": "Finished asset URLs. May expire; download anything worth keeping.",
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "status": {
                      "description": "One of: queued, in_progress, completed, failed, unknown.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "The task this status refers to.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "task_id",
                    "platform",
                    "status"
                  ],
                  "type": "object"
                },
                "title": "Check an async task"
              },
              {
                "annotations": {
                  "idempotentHint": false,
                  "readOnlyHint": true
                },
                "description": "List the AI models this CCAPI key can actually call, with their capability category and the MCP tool that drives them. Call this before generating anything if you are unsure a model name is valid \u2014 availability depends on the key's group and changes over time. Never guess model names.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "category": {
                      "description": "Filter by capability. One of: text, image, video, music, embedding, other. Omit to list every model this key can use.",
                      "type": "string"
                    },
                    "search": {
                      "description": "Case-insensitive substring match on the model name, e.g. 'claude' or 'seedance'.",
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "list_models",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "models": {
                      "description": "Models available to the calling key.",
                      "items": {
                        "additionalProperties": false,
                        "properties": {
                          "category": {
                            "description": "Capability category: text, image, video, music, embedding or other.",
                            "type": "string"
                          },
                          "description": {
                            "description": "Human-readable description, when the platform publishes one.",
                            "type": "string"
                          },
                          "endpoints": {
                            "description": "API endpoint families this model supports.",
                            "items": {
                              "type": "string"
                            },
                            "type": [
                              "null",
                              "array"
                            ]
                          },
                          "groups": {
                            "description": "Token groups that can reach this model.",
                            "items": {
                              "type": "string"
                            },
                            "type": [
                              "null",
                              "array"
                            ]
                          },
                          "name": {
                            "description": "The exact model name to pass to other tools.",
                            "type": "string"
                          },
                          "tool": {
                            "description": "Which MCP tool to call for this model. Absent means no MCP tool drives it \u2014 reach it through the REST API instead.",
                            "type": "string"
                          },
                          "vendor": {
                            "description": "Upstream vendor, e.g. Anthropic, Google, Suno.",
                            "type": "string"
                          }
                        },
                        "required": [
                          "name",
                          "category"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "note": {
                      "description": "Guidance about the result set.",
                      "type": "string"
                    },
                    "total": {
                      "description": "Number of models returned.",
                      "type": "integer"
                    }
                  },
                  "required": [
                    "models",
                    "total"
                  ],
                  "type": "object"
                },
                "title": "List available models"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": false
                },
                "description": "Increase the resolution of an existing image 2x with ccapi-upscale-v1. Input must be between 256x256 and 1024x1024 and under 5 MB; for larger inputs, regenerate with a high-resolution model instead.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "image": {
                      "description": "The image to upscale, as an HTTPS URL, data URL, or raw base64. Width and height must each be 256-1024 px and the file at most 5 MB.",
                      "type": "string"
                    },
                    "model_quality": {
                      "description": "Upscale quality hint: HQ, MQ (default) or LQ.",
                      "type": "string"
                    },
                    "response_format": {
                      "description": "'url' (default) or 'b64_json'.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "image"
                  ],
                  "type": "object"
                },
                "name": "upscale_image",
                "outputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "images": {
                      "description": "Generated images, when the call completed.",
                      "items": {
                        "additionalProperties": false,
                        "properties": {
                          "b64_json": {
                            "description": "Base64 image data, when response_format was b64_json.",
                            "type": "string"
                          },
                          "revised_prompt": {
                            "description": "The prompt the model actually used, when it rewrote the input.",
                            "type": "string"
                          },
                          "url": {
                            "description": "Link to the generated image. May expire; download anything worth keeping.",
                            "type": "string"
                          }
                        },
                        "type": "object"
                      },
                      "type": [
                        "null",
                        "array"
                      ]
                    },
                    "model": {
                      "description": "Model that served the request.",
                      "type": "string"
                    },
                    "note": {
                      "description": "What to do next.",
                      "type": "string"
                    },
                    "platform": {
                      "description": "Pass this to get_task together with task_id.",
                      "type": "string"
                    },
                    "status": {
                      "description": "One of: completed, queued, in_progress, failed.",
                      "type": "string"
                    },
                    "task_id": {
                      "description": "Task identifier, when submitted asynchronously and still running.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "model",
                    "status"
                  ],
                  "type": "object"
                },
                "title": "Upscale an image"
              }
            ],
            "ttlMs": 0
          }
        },
        "url": "https://ccapi.ai/mcp"
      },
      "latency_ms": 32.32,
      "status": "ok"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "text/plain; charset=utf-8",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "bad_protocol_payload": {},
        "bad_protocol_status_code": 400,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_session_id",
          "missing_protocol_header"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": false,
        "transport": "streamable-http"
      },
      "latency_ms": 12.95,
      "status": "warning"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [
          "logging",
          "tools"
        ],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 401,
          "probe_status": "auth_required"
        }
      },
      "latency_ms": 24.59,
      "status": "ok"
    }
  },
  "failures": {
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 Not Found' for url 'https://ccapi.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://ccapi.ai/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "server_card": {
      "error": "Client error '404 Not Found' for url 'https://ccapi.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://ccapi.ai/.well-known/mcp/server-card.json"
    }
  },
  "remote_url": "https://ccapi.ai/mcp",
  "server_card_payload": null,
  "server_identifier": "github-orristech/ccapi-mcp"
}

Known versions

Validation history

7 day score delta
n/a
30 day score delta
n/a
Recent healthy ratio
50%
Freshness
5.1h
TimestampStatusScoreLatencyTools
Aug 02, 2026 05:20:30 PM UTC Healthy 66.8 469.9 ms 11
Aug 02, 2026 06:44:12 AM UTC Failing 48.7 347.8 ms 0

Validation timeline

ValidatedSummaryScoreProtocolAuth modeToolsHigh-risk toolsChanges
Aug 02, 2026 05:20:30 PM UTC Healthy 66.8 2025-03-26 public 11 4 summary_changed auth_mode_changed write_surface_expanded tool_snapshot_changed
Aug 02, 2026 06:44:12 AM UTC Failing 48.7 unknown unknown 0 0 none

Recent validation runs

Recent validation runs for this MCP server
StartedStatusSummaryLatencyChecks
Aug 02, 2026 05:20:29 PM UTC Completed Healthy 469.9 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
Aug 02, 2026 06:44:12 AM UTC Completed Failing 347.8 ms