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ai.ludo/game-assets

Ludo AI Game Assets

Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.

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

Status

Healthy

Score

72.2

Transport

streamable-http

Tools

Production readiness

Verdict

Needs remediation

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

Critical alerts

Production verdicts degrade quickly when critical alerts are active.

Evidence confidence

Confidence score

65.0

Based on 20 recent validations, 26 captured checks, and validation age of 605.0 hours.

Live checks captured

More direct checks increase trust in the current verdict.

Validation age

605.0h

Lower age means fresher evidence.

Recommended for

Claude Desktop

Claude Desktop is marked compatible with score 83.

Smithery

Smithery is marked compatible with score 80.

Generic Streamable HTTP

Generic Streamable HTTP is marked compatible with score 100.

Client readiness verdicts

Ready for ChatGPT custom connector

Partial

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

Confidence: medium (65.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

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

Ready for Claude remote MCP

Ready

Transport behavior should match Claude-compatible HTTP expectations.

Confidence: medium (65.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • OK
tools_list • OK
transport_compliance_probe • Error

Unsafe for write actions

Yes

High-risk write, exec, or destructive tools need stronger auth and confirmation semantics.

Confidence: medium (65.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history

Disagreements: none

action_safety_probe • Error

Snapshot churn risk

Low

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

Confidence: medium (65.0)

Evidence provenance

Winner: history

Supporting sources: history, live_validation

Disagreements: none

tool_snapshot_probe • OK
connector_replay_probe • OK

Why not ready by client

ChatGPT custom connector

Partial

Remediation checklist

No explicit blockers recorded.

Claude remote MCP

Ready

Remediation checklist

No explicit blockers recorded.

Write-safe publishing

Blocked

Remediation checklist

No explicit blockers recorded.

Verdict traces

Production verdict

Needs remediation

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

Confidence: medium (65.0)

Winning source: live_validation

Triggering alerts

validation_stale • medium • Validation evidence is stale

Client verdict trace table

Verdict	Status	Checks	Winning source	Conflicts
`openai_connectors`	Partial	initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe	live_validation	none
`claude_desktop`	Ready	initialize, tools_list, transport_compliance_probe	live_validation	none
`unsafe_for_write_actions`	Yes	action_safety_probe	live_validation	none
`snapshot_churn_risk`	Low	tool_snapshot_probe, connector_replay_probe	history	none

Publishability policy profiles

ChatGPT custom connector publishability

Caution

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

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

Claude remote MCP publishability

Ready

Transport behavior should match Claude-compatible HTTP expectations.

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

Compatibility fixtures

ChatGPT custom connector fixture

Degraded

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

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

Anthropic remote MCP fixture

Degraded

Transport behavior should match Claude-compatible HTTP expectations.

remote_transport: Passes
tool_discovery: Passes
auth_connect: Passes
safe_write_review: Degraded

Authenticated validation sessions

Latest profile

remote_mcp

Authenticated session used

Public score isolation

✓

Preview endpoint

/v1/verify

CI preview endpoint

/v1/ci/preview

Public server reputation

Validation success 7d

n/a

Validation success 30d

1.0

Mean time to recover

n/a

Breaking diffs 30d

Registry drift frequency 30d

Snapshot changes 30d

Incident & change feed

Timestamp	Event	Details
Apr 09, 2026 12:52:43 AM UTC	Latest validation: healthy	Score 72.2 with status healthy.

Capabilities

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

Use-case taxonomy

other

Security posture

Tools analyzed

High-risk tools

Destructive tools

Exec tools

Egress tools

Secret tools

Bulk-access tools

Risk distribution

medium:21

Tool capability & risk inventory

Tool	Capabilities	Risk	Findings	Notes
`validateApiKeyEndpoint`	secrets	Medium	secret material access	No explicit safeguard hints detected.
`createImage`	write network	Medium	none	No explicit safeguard hints detected.
`generateWithStyle`	network	Medium	none	No explicit safeguard hints detected.
`editImage`	network	Medium	none	No explicit safeguard hints detected.
`animateSprite`	write network	Medium	none	No explicit safeguard hints detected.
`generatePose`	network	Medium	none	No explicit safeguard hints detected.
`transferMotion`	network	Medium	none	No explicit safeguard hints detected.
`listAnimationPresets`	read write	Medium	none	No explicit safeguard hints detected.
`createVideo`	write network	Medium	none	No explicit safeguard hints detected.
`removeBackground`	write delete network	Medium	destructive operation	No explicit safeguard hints detected.
`create3DModel`	write network	Medium	none	No explicit safeguard hints detected.
`createSoundEffect`	write network	Medium	none	No explicit safeguard hints detected.
`createMusic`	write network	Medium	none	No explicit safeguard hints detected.
`createVoice`	write network	Medium	none	No explicit safeguard hints detected.
`createSpeech`	write network	Medium	none	No explicit safeguard hints detected.
`createSpeechPreset`	write network	Medium	none	No explicit safeguard hints detected.
`getImageResults`	read network	Medium	none	No explicit safeguard hints detected.
`getSpriteResults`	read network	Medium	none	No explicit safeguard hints detected.
`getVideoResults`	read network	Medium	none	No explicit safeguard hints detected.
`getAudioResults`	read network	Medium	none	No explicit safeguard hints detected.
`get3DModelResults`	read network	Medium	none	No explicit safeguard hints detected.

Write-action governance

Governance status

Error

Safe to publish

Auth boundary

public_or_unclear

Blast radius

Medium

High-risk tools

Confirmation signals

none

Safeguard count

Status detail: 1 destructive tool(s) are exposed without a clear auth boundary; no safeguards or confirmation signals detected.

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

Action-controls diff

Snapshot changed

Disabled-by-default candidates

none

Manual review candidates

none

New actions

Action	Risk	Flags
No newly added actions.

Changed actions

Action	Change types	Risk
No materially changed actions.

Why this score?

Access & Protocol

30/44

Connectivity, auth, and transport expectations for common clients.

Interface Quality

33/56

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

Security Posture

26/36

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

Reliability & Trust

24/24

Operational stability, consistency, and trustworthiness over time.

Discovery & Governance

22.5/28

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

Adoption & Market

6/8

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

0/4

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

2/4

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

Backward Compatibility

4/4

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

SLO Health

4/4

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

Security Hygiene

4/4

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

4/4

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

4/4

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

3/4

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

0/4

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

Maintenance Signal

4/4

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

Adoption Signal

3/4

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

Freshness Confidence

4/4

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

3/4

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

Transport Compliance

0/4

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

Utility Coverage

2/4

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

Advanced Capability Coverage

2/4

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

4/4

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

Connector Replay

4/4

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

4/4

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

Provenance Divergence

4/4

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

Safety Transparency

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

2/4

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

Egress / SSRF Resilience

3/4

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

Execution / Sandbox Safety

4/4

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

Data Exfiltration Resilience

3/4

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

Least Privilege Scope

2/4

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

Secret Handling Hygiene

2/4

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

Supply Chain Signal

2.5/4

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

Input Sanitization Safety

3/4

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

Tool Namespace Clarity

3/4

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

Compatibility profiles

OpenAI Connectors

66.7

partial

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

Connector URL: https://mcp.ludo.ai/mcp
# No OAuth metadata detected.
# Server: ai.ludo/game-assets

Claude Desktop

83.3

compatible

Transport behavior should match Claude-compatible HTTP expectations.

{
  "mcpServers": {
    "game-assets": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.ludo.ai/mcp"]
    }
  }
}

Smithery

80.0

compatible

Machine-readable failure semantics should be present.

smithery mcp add "https://mcp.ludo.ai/mcp"

Generic Streamable HTTP

100.0

compatible

No major blockers detected.

curl -sS https://mcp.ludo.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

Severity	Remediation	Why it matters	Recommended 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	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	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	Repair prompts/list or stop advertising prompts	Prompt metadata should either work live or be removed from the advertised capability set.	Only advertise prompts if prompts/list works and prompt arguments are documented. Playbook Only advertise prompts that are actually accessible. Add prompt descriptions and argument docs. Run a live `prompts/list` check after any prompt changes.
Medium	Repair resources/list or stop advertising resources	Resource metadata should either work live or be removed from the advertised capability set.	Only advertise resources if resources/list works and resources expose stable URIs/types. Playbook Only advertise resources with stable URIs and read semantics. Add MIME/type hints where possible. Run a live `resources/list` and `resources/read` check after updates.
Medium	Respond to validation evidence is stale	Latest validation is 605.0 hours old.	Trigger a fresh validation run or increase scheduler priority for this server. Playbook Queue a new validation run now. Inspect whether the scheduler priority should be raised for this server. Do not rely on stale evidence for production decisions.
Medium	Support resumable HTTP sessions cleanly	Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Low	Expose modern utility surfaces like completions, pagination, or tasks	Utility coverage improves interoperability with larger clients and long-lived agent workflows.	Expose completions, pagination, and task metadata where supported so larger clients can plan and resume work safely. Playbook Advertise `completions`, pagination cursors, and `tasks` only when they are actually supported. Return `nextCursor` on large list operations when pagination is available. Document task support and whether it requires step-up auth.
Low	Publish newer MCP capability signals	Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.

Point loss breakdown

Component	Current	Points missing
Transport Compliance	0/4	-4.0
Recovery Semantics	0/4	-4.0
Error Contract	0/4	-4.0
Utility Coverage	2/4	-2.0
Spec Recency	2/4	-2.0
Secret Handling Hygiene	2/4	-2.0
Schema Completeness	2/4	-2.0
Safety Transparency	2/4	-2.0
Resource Contract	2/4	-2.0
Registry Consistency	2/4	-2.0
Rate Limit Semantics	2/4	-2.0
Prompt Contract	2/4	-2.0

Validation diff

Score delta

Summary changed

Tool delta

Prompt delta

Auth mode changed

Write surface expanded

Protocol regressed

Registry drift changed

Regressed checks: none

Improved checks: none

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

Tool snapshot diff & changelog

Snapshot changed

Added tools

none

Removed tools

none

Required-argument changes

Tool	Added required args	Removed required args
No required-argument changes detected.

Output-schema drift

Tool	Previous properties	Latest properties
No output-schema drift detected.

Connector replay

Status

Backward compatible

✓

Would break after refresh

Added tools

none

Removed tools

none

Additive output changes

none

Required-argument replay breaks

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

Output-schema replay breaks

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

Transport compliance drilldown

Probe status

Error

Transport

streamable-http

Session header

Protocol header

Bad protocol response

200

DELETE teardown

n/a

Expired session retry

n/a

Last-Event-ID visible

Issues: missing_session_id, missing_protocol_header, bad_protocol_not_rejected

Request association

Status

Missing

Advertised capabilities

none

Observed idle methods

none

Violating methods

none

Probe HTTP status

n/a

Issues

none

Utility coverage

Probe status

Missing

Completions

not detected

Completion probe target: none

Pagination

not detected

No nextCursor evidence.

Tasks

Missing

Advertised: no

Benchmark tasks

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

Registry & provenance divergence

Probe status

Direct official match

yes

Drift fields

none

Field	Registry	Live server card
Title	n/a	n/a
Version	n/a	n/a
Homepage	n/a	n/a

Active alerts

Validation evidence is stale (medium)
Latest validation is 605.0 hours old.

Aliases & registry graph

Identifier	Source	Canonical	Score
`ai.ludo/game-assets`	official_registry	yes	72.19

Alias consolidation

Canonical identifier

ai.ludo/game-assets

Duplicate aliases

Registry sources

official_registry

Remote URLs

https://mcp.ludo.ai/mcp

Homepages

https://ludo.ai

Source disagreements

Field	What differs	Observed values
No source disagreements detected.

Install snippets

Openai Connectors

Connector URL: https://mcp.ludo.ai/mcp
# No OAuth metadata detected.
# Server: ai.ludo/game-assets

Claude Desktop

{
  "mcpServers": {
    "game-assets": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.ludo.ai/mcp"]
    }
  }
}

Smithery

smithery mcp add "https://mcp.ludo.ai/mcp"

Generic Http

curl -sS https://mcp.ludo.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

validateApiKeyEndpoint createImage generateWithStyle editImage animateSprite generatePose transferMotion listAnimationPresets

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

Live capability counts

21 tools • 0 prompts • 0 resources

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

Inspect with Verify

search_servers recommend_servers get_server_report compare_servers

Use Verify itself to search, recommend, compare, and fetch the full report for ai.ludo/game-assets.

Direct machine links

JSON report • Compare this server • Verify MCP API

Claims & monitoring

Server ownership

No verified maintainer claim recorded.

Watch subscriptions

Teams: none

Alert routing

Active watches

Generic webhooks

Slack routes

Teams routes

Email routes

Watch	Team	Channels	Minimum severity
No active watch destinations.

Maintainer analytics

Validation Run Count

Average Latency Ms

1316.75

Healthy Run Ratio Recent

1.0

Registry Presence Count

Active Alert Count

Watcher Count

Verified Claim

False

Taxonomy Tags

other

Score Trend

72.19, 72.19, 72.19, 72.19, 72.19, 72.19, 72.19, 72.19, 72.19, 72.19

Remediation Count

High Risk Tool Count

Destructive Tool Count

Exec Tool Count

Maintainer response quality

Score

16.67

Verified claim

Support contact

Changelog present

Incident notes present

Tool changes documented

✓

Annotation history

Annotation count

Maintainer annotations

No maintainer annotations have been recorded yet.

Maintainer rebuttals & expected behavior

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

Latest validation evidence

Latest summary

Healthy

Validation profile

remote_mcp

Started

Apr 09, 2026 12:52:41 AM UTC

Latency

1310.4 ms

Failures

oauth_authorization_server no authorization server
oauth_protected_resource Client error '404 Not Found' for url 'https://mcp.ludo.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
openid_configuration no authorization server
server_card Client error '404 Not Found' for url 'https://mcp.ludo.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
transport_compliance_probe Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).

Checks

Check	Status	Latency	Evidence
`action_safety_probe`	Error	n/a	1 destructive tool(s); no clear auth boundary; safeguards=0; confirmation=none.
`advanced_capabilities_probe`	Missing	n/a	No advanced MCP capability signals detected.
`connector_publishability_probe`	Warning	n/a	Publishability blockers: transport compliance, action safety, server card.
`connector_replay_probe`	OK	n/a	Backward compatible with no breaking tool-surface changes.
`determinism_probe`	OK	123.6 ms	Check completed
`initialize`	OK	102.9 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	101.1 ms	Client error '404 Not Found' for url 'https://mcp.ludo.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
`official_registry_probe`	OK	n/a	Check completed
`openid_configuration`	Missing	n/a	no authorization server
`probe_noise_resilience`	OK	100.8 ms	Fetched https://mcp.ludo.ai/robots.txt
`prompt_get`	Missing	n/a	not advertised
`prompts_list`	Missing	94.6 ms	Client error '400 Bad Request' for url 'https://mcp.ludo.ai/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400
`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`	Missing	103.1 ms	Client error '400 Bad Request' for url 'https://mcp.ludo.ai/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400
`server_card`	Error	143.2 ms	Client error '404 Not Found' for url 'https://mcp.ludo.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`	Missing	n/a	No OAuth or incremental-scope signals detected.
`tool_snapshot_probe`	OK	n/a	Check completed
`tools_list`	OK	113.3 ms	21 tool(s) exposed
`transport_compliance_probe`	Error	122.7 ms	Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).
`utility_coverage_probe`	Missing	92.0 ms	No completions evidence; no pagination evidence; tasks missing.

Raw evidence view

Show raw JSON evidence

{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": false,
        "confirmation_signals": [],
        "safeguard_count": 0,
        "summary": {
          "bulk_access_tools": 0,
          "capability_distribution": {
            "delete": 1,
            "network": 19,
            "read": 6,
            "secrets": 1,
            "write": 11
          },
          "destructive_tools": 1,
          "egress_tools": 0,
          "exec_tools": 0,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 0,
            "medium": 21
          },
          "secret_tools": 1,
          "tool_count": 21
        }
      },
      "latency_ms": null,
      "status": "error"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": false,
          "resource_links": false,
          "resources": false,
          "roots": false,
          "sampling": false,
          "structured_outputs": false
        },
        "enabled": [],
        "enabled_count": 0,
        "initialize_capability_keys": [
          "tools"
        ]
      },
      "latency_ms": null,
      "status": "missing"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "transport_compliance",
          "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": false
        },
        "high_risk_tools": 0,
        "tool_count": 21,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_replay_probe": {
      "details": {
        "added_tools": [],
        "additive_output_changes": [],
        "backward_compatible": true,
        "output_breaks": [],
        "removed_tools": [],
        "required_arg_breaks": [],
        "would_break_after_refresh": false
      },
      "latency_ms": null,
      "status": "ok"
    },
    "determinism_probe": {
      "details": {
        "attempts": 2,
        "baseline_signature": "f8aa1c991a7b6a8036d86f365e4eef5e30cbf438bea52bcfe6f63c904137999d",
        "errors": [],
        "matches": 2,
        "stable_ratio": 1.0,
        "successful": 2
      },
      "latency_ms": 123.57,
      "status": "ok"
    },
    "initialize": {
      "details": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "id": 1,
          "jsonrpc": "2.0",
          "result": {
            "capabilities": {
              "tools": {}
            },
            "protocolVersion": "2025-03-26",
            "serverInfo": {
              "name": "ludoai",
              "version": "0.9.2"
            }
          }
        },
        "url": "https://mcp.ludo.ai/mcp"
      },
      "latency_ms": 102.94,
      "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://mcp.ludo.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://mcp.ludo.ai/.well-known/oauth-protected-resource"
      },
      "latency_ms": 101.13,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": true,
        "official_peer_count": 1,
        "registry_identifier": "ai.ludo/game-assets",
        "registry_source": "official_registry"
      },
      "latency_ms": null,
      "status": "ok"
    },
    "openid_configuration": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "text/plain; charset=UTF-8"
        },
        "http_status": 404,
        "url": "https://mcp.ludo.ai/robots.txt"
      },
      "latency_ms": 100.76,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "error": "Client error '400 Bad Request' for url 'https://mcp.ludo.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 400,
        "payload": {},
        "reason": "not_advertised",
        "url": "https://mcp.ludo.ai/mcp"
      },
      "latency_ms": 94.59,
      "status": "missing"
    },
    "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": true,
        "drift_fields": [],
        "metadata_document_count": 2,
        "registry_homepage": null,
        "registry_repository": null,
        "registry_title": null,
        "registry_version": null,
        "server_card_homepage": null,
        "server_card_repository": null,
        "server_card_title": 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 '400 Bad Request' for url 'https://mcp.ludo.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 400,
        "payload": {},
        "reason": "not_advertised",
        "url": "https://mcp.ludo.ai/mcp"
      },
      "latency_ms": 103.1,
      "status": "missing"
    },
    "server_card": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://mcp.ludo.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://mcp.ludo.ai/.well-known/mcp/server-card.json"
      },
      "latency_ms": 143.21,
      "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": [],
        "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": "missing"
    },
    "tool_snapshot_probe": {
      "details": {
        "added": [],
        "changed_outputs": [],
        "current_tool_count": 21,
        "previous_tool_count": 21,
        "removed": [],
        "similarity": 1.0
      },
      "latency_ms": null,
      "status": "ok"
    },
    "tools_list": {
      "details": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "id": 2,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "description": "Validates an API key. Returns 200 if valid, 403 if invalid.",
                "inputSchema": {
                  "properties": {},
                  "required": [],
                  "type": "object"
                },
                "name": "validateApiKeyEndpoint"
              },
              {
                "description": "createImage. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating an image from text prompt",
                      "properties": {
                        "art_style": {
                          "description": "Visual art style for the sprite (e.g., \"Pixel Art\", \"Cartoonish\", \"Realistic\").",
                          "enum": [
                            "Any style",
                            "Cartoonish",
                            "Pixel Art (16-Bit)",
                            "Low Poly",
                            "Stylized 3D",
                            "Flat Design",
                            "Illustration",
                            "Cel-Shaded",
                            "Retro 2D",
                            "Voxel Art",
                            "Minimalist",
                            "Hand-Painted",
                            "Anime/Manga",
                            "Vector Art",
                            "Chibi",
                            "Retro 3D",
                            "Comic Book",
                            "Silhouette",
                            "Pixel Art (8-Bit)",
                            "Photorealistic 3D"
                          ],
                          "example": "Any style",
                          "type": "string"
                        },
                        "aspect_ratio": {
                          "description": "Aspect ratio of the output image.",
                          "enum": [
                            "default",
                            "ar_1_1",
                            "ar_4_3",
                            "ar_16_9",
                            "ar_19_9",
                            "ar_3_4",
                            "ar_9_16",
                            "ar_9_19"
                          ],
                          "example": "default",
                          "type": "string"
                        },
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "image_type": {
                          "description": "What kind of image to generate.",
                          "enum": [
                            "generic",
                            "screenshot",
                            "art",
                            "asset",
                            "sprite",
                            "sprite-vfx",
                            "icon",
                            "ui_asset",
                            "fixed_background",
                            "side_scrolling_background",
                            "texture",
                            "tile",
                            "item-icon",
                            "portrait",
                            "card-art",
                            "splash",
                            "3d",
                            "generic"
                          ],
                          "example": "generic",
                          "type": "string"
                        },
                        "n": {
                          "default": 1,
                          "description": "Number of image variations to generate",
                          "example": 1,
                          "format": "integer",
                          "maximum": 8,
                          "minimum": 1,
                          "type": "number"
                        },
                        "perspective": {
                          "description": "Camera angle/view for the sprite (e.g., \"Side view\", \"Front view\", \"Isometric\").",
                          "enum": [
                            "Any perspective",
                            "First-Person",
                            "Third-Person",
                            "Over-the-Shoulder",
                            "Top-Down",
                            "Isometric",
                            "Side-Scroll",
                            "Free Camera",
                            "2.5D"
                          ],
                          "example": "Any perspective",
                          "type": "string"
                        },
                        "prompt": {
                          "description": "Text description of the image to generate. The more detailed the prompt, the more accurate the image will be.",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image_type",
                        "prompt"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createImage"
              },
              {
                "description": "generateWithStyle. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating new content while maintaining the visual style of a reference image",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "image_type": {
                          "default": "sprite",
                          "description": "What kind of image to generate.",
                          "enum": [
                            "generic",
                            "screenshot",
                            "art",
                            "asset",
                            "sprite",
                            "sprite-vfx",
                            "icon",
                            "ui_asset",
                            "fixed_background",
                            "side_scrolling_background",
                            "texture",
                            "tile",
                            "item-icon",
                            "portrait",
                            "card-art",
                            "splash",
                            "3d",
                            "generic"
                          ],
                          "example": "generic",
                          "type": "string"
                        },
                        "n": {
                          "default": 1,
                          "description": "Number of variations to generate (1-4).",
                          "example": 1,
                          "format": "integer",
                          "maximum": 4,
                          "minimum": 1,
                          "type": "number"
                        },
                        "prompt": {
                          "description": "Text description of what to generate (e.g., \"a warrior character\", \"a forest background\", \"a treasure chest\").",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "style_image": {
                          "description": "URL or base64-encoded reference image whose visual style should be matched.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        }
                      },
                      "required": [
                        "style_image",
                        "prompt",
                        "image_type"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "generateWithStyle"
              },
              {
                "description": "editImage. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for editing an existing image based on text instructions",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "image": {
                          "description": "URL or base64-encoded source image to edit.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "n": {
                          "default": 1,
                          "description": "Number of edited variations to generate (1-4).",
                          "example": 1,
                          "format": "integer",
                          "maximum": 4,
                          "minimum": 1,
                          "type": "number"
                        },
                        "prompt": {
                          "description": "Text description of the changes to make (e.g., \"remove the background\", \"add clouds to the sky\", \"make it darker\", \"change the color scheme to warmer tones\").",
                          "type": "string"
                        },
                        "reference_image": {
                          "description": "Optional URL or base64-encoded reference image for style or content guidance.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image",
                        "prompt"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "editImage"
              },
              {
                "description": "animateSprite. This endpoint consumes 5 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating an animated spritesheet from a static image. Input images can either be provided in base64 or URL. If the image was generated using Ludo, ideally it should be generated using the \"sprite\", \"sprite-vfx\" or \"ui_asset\" type.",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "crop": {
                          "description": "Crop sprite frames to fit content. Results in smaller spritesheets but inconsistent frame sizes across different animations.",
                          "type": "boolean"
                        },
                        "duration": {
                          "description": "Animation length in seconds. Available values depend on the model:\n- standard model: 1.2, 1.5, 2, 2.5, 3 (default: 2)\n- new model: 4 (default: 4) Accepted values: 1.2, 1.5, 2, 2.5, 3, 4.",
                          "example": 1.2,
                          "format": "float",
                          "type": "number"
                        },
                        "final_image": {
                          "description": "The url OR base64 of ending frame image. When provided, the animation will interpolate between the initial and final frames.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "frame_size": {
                          "default": 0,
                          "description": "Size of each frame in pixels (width and height). 0 is for maximum resolution. Accepted values: 32, 64, 96, 128, 192, 256, 384, 0.",
                          "example": 32,
                          "format": "integer",
                          "type": "number"
                        },
                        "frames": {
                          "default": 36,
                          "description": "Number of frames in the output spritesheet. Accepted values: 4, 9, 16, 25, 36, 49, 64.",
                          "example": 4,
                          "format": "integer",
                          "type": "number"
                        },
                        "gif": {
                          "default": false,
                          "description": "When true, generates an animated GIF from the spritesheet and returns it in gif_url. Disabled by default to reduce response time.",
                          "example": false,
                          "type": "boolean"
                        },
                        "image_type": {
                          "description": "Type of sprite being animated. Affects generation parameters and styling.",
                          "enum": [
                            "sprite",
                            "sprite-vfx",
                            "ui_asset"
                          ],
                          "example": "sprite",
                          "type": "string"
                        },
                        "individual_frames": {
                          "default": false,
                          "description": "When true, extracts each frame from the spritesheet as an individual image and returns the URLs in individual_frame_urls.",
                          "example": false,
                          "type": "boolean"
                        },
                        "initial_image": {
                          "description": "The url OR base64 of the starting frame image to animate. This is the base sprite that will be brought to life.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "loop": {
                          "default": true,
                          "description": "Trim the animation at the beginning or end to create a seamless loop. Not guaranteed to produce a perfect loop.",
                          "example": true,
                          "type": "boolean"
                        },
                        "margin_ratio": {
                          "description": "Amount of padding around the sprite as a ratio (0.0 to 1.0). Only used when margin_ratio_mode is \"manual\". Higher values provide more space for expansive animations.",
                          "format": "float",
                          "type": "number"
                        },
                        "margin_ratio_mode": {
                          "default": "auto",
                          "description": "Controls how margins are applied around the sprite.",
                          "enum": [
                            "auto",
                            "manual",
                            "none"
                          ],
                          "example": "auto",
                          "type": "string"
                        },
                        "model": {
                          "default": "standard",
                          "description": "Animation model to use.\n- \"standard\": More consistent and predictable. Durations: 1.2, 1.5, 2, 2.5, 3 seconds (default: 2)\n- \"new\": Higher quality with more dynamic motion. Duration: 4 seconds only\n",
                          "enum": [
                            "standard",
                            "new"
                          ],
                          "example": "standard",
                          "type": "string"
                        },
                        "motion_prompt": {
                          "description": "Text description of the desired animation (e.g., \"walking\", \"jumping\", \"idle breathing\", \"attack slash\").",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "spritesheet_with_background": {
                          "default": false,
                          "description": "When true, also returns the spritesheet with background intact (before background removal). Useful for manually fixing background removal issues. The with-background spritesheet URL will be in spritesheet_with_background_url.",
                          "example": false,
                          "type": "boolean"
                        }
                      },
                      "required": [
                        "motion_prompt",
                        "initial_image"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "animateSprite"
              },
              {
                "description": "generatePose. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating a new pose for an existing sprite",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "description": {
                          "description": "Optional additional instructions or description to guide the pose generation.",
                          "type": "string"
                        },
                        "image": {
                          "description": "URL or base64-encoded source sprite image to generate a new pose from.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "n": {
                          "default": 1,
                          "description": "Number of pose variations to generate (1-4).",
                          "example": 1,
                          "format": "integer",
                          "maximum": 4,
                          "minimum": 1,
                          "type": "number"
                        },
                        "pose": {
                          "description": "Target pose for the sprite. Use the value \"Other\" to generate other poses not listed in the accepted values, and fill the field description accordingly.",
                          "enum": [
                            "Idle (Front)",
                            "Idle (Back)",
                            "Idle (Left Facing)",
                            "Idle (Right Facing)",
                            "Walk (Left)",
                            "Walk (Right)",
                            "Walk (Towards the camera)",
                            "Walk (Away from the camera)",
                            "Run (Left)",
                            "Run (Right)",
                            "Run (Towards the camera)",
                            "Run (Away from the camera)",
                            "Crouching",
                            "Crawling",
                            "Sitting",
                            "Defending / Blocking",
                            "Attack Ready",
                            "Jump Preparation",
                            "Sleeping",
                            "Flying",
                            "Other"
                          ],
                          "example": "Idle (Front)",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image",
                        "pose"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "generatePose"
              },
              {
                "description": "transferMotion. This endpoint consumes 8 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for transferring motion from a video onto a static sprite image, producing an animated spritesheet.",
                      "properties": {
                        "crop": {
                          "description": "Crop sprite frames to fit content. Results in smaller spritesheets but inconsistent frame sizes across different animations.",
                          "type": "boolean"
                        },
                        "direction": {
                          "description": "Direction for the animation preset. When using a preset, `direction` is required.",
                          "enum": [
                            "N",
                            "NE",
                            "E",
                            "SE",
                            "S",
                            "SW",
                            "W",
                            "NW"
                          ],
                          "example": "N",
                          "type": "string"
                        },
                        "frame_size": {
                          "default": 0,
                          "description": "Size of each frame in pixels (width and height). 0 is for maximum resolution. Accepted values: 32, 64, 96, 128, 192, 256, 384, 0.",
                          "example": 32,
                          "format": "integer",
                          "type": "number"
                        },
                        "frames": {
                          "default": 36,
                          "description": "Number of frames in the output spritesheet. Accepted values: 4, 9, 16, 25, 36, 49, 64.",
                          "example": 4,
                          "format": "integer",
                          "type": "number"
                        },
                        "gif": {
                          "default": false,
                          "description": "When true, generates an animated GIF from the spritesheet and returns it in gif_url. Disabled by default to reduce response time.",
                          "example": false,
                          "type": "boolean"
                        },
                        "image": {
                          "description": "Payload for generating an animated spritesheet from a static image. Input images can either be provided in base64 or URL. If the image was generated using Ludo, ideally it should be generated using the \"sprite\", \"sprite-vfx\" or \"ui_asset\" type.",
                          "example": "data:image/png;base64,...",
                          "type": "string"
                        },
                        "individual_frames": {
                          "default": false,
                          "description": "When true, extracts each frame from the spritesheet as an individual image and returns the URLs in individual_frame_urls.",
                          "example": false,
                          "type": "boolean"
                        },
                        "loop": {
                          "description": "Trim the animation at the beginning or end to create a seamless loop.",
                          "type": "boolean"
                        },
                        "margin_ratio": {
                          "default": 0.15,
                          "description": "Amount of padding around the sprite as a ratio (0.0 to 1.0). Only used when margin_ratio_mode is \"manual\".",
                          "example": 0.15,
                          "format": "float",
                          "type": "number"
                        },
                        "margin_ratio_mode": {
                          "default": "manual",
                          "description": "Controls how margins are applied around the sprite.",
                          "enum": [
                            "manual",
                            "none"
                          ],
                          "example": "manual",
                          "type": "string"
                        },
                        "perspective": {
                          "description": "Perspective ID to use with the animation preset. When using a preset, `perspective` is required.",
                          "type": "string"
                        },
                        "preset_id": {
                          "description": "ID of an animation preset to use instead of a video URL. Use the animation-presets endpoint to list available presets. When using a preset, `perspective` and `direction` are required.",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "spritesheet_with_background": {
                          "default": false,
                          "description": "When true, also returns the spritesheet with background intact (before background removal). Useful for manually fixing background removal issues. The with-background spritesheet URL will be in spritesheet_with_background_url.",
                          "example": false,
                          "type": "boolean"
                        },
                        "video": {
                          "description": "URL of the video to use as motion source. You can use videos from the animateSprite endpoint or provide your own. Videos up to 4 seconds will produce better results. Either `video` or `preset_id` + `perspective` + `direction` must be provided.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "transferMotion"
              },
              {
                "description": "Lists available animation presets for use with the transferMotion endpoint",
                "inputSchema": {
                  "properties": {},
                  "required": [],
                  "type": "object"
                },
                "name": "listAnimationPresets"
              },
              {
                "description": "createVideo. This endpoint consumes 5-15 credits depending on duration (3s: 5, 5s: 8, 8s: 12, 10s: 15).",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating a video from a source image and motion prompt",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "duration": {
                          "default": 5,
                          "description": "Video duration in seconds Accepted values: 3, 5, 8, 10.",
                          "example": 5,
                          "format": "integer",
                          "type": "number"
                        },
                        "final_image": {
                          "description": "URL or base64-encoded end frame image. When provided, the video will interpolate between the initial and final frames.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "image": {
                          "description": "URL or base64-encoded source image (the starting frame for the video)",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "model": {
                          "default": "standard",
                          "description": "Video generation model to use.\n- \"standard\": More consistent and predictable results\n- \"new\": Higher quality with more dynamic motion",
                          "enum": [
                            "standard",
                            "new"
                          ],
                          "example": "standard",
                          "type": "string"
                        },
                        "prompt": {
                          "description": "Text description of the motion or action for the video (e.g., \"walking forward\", \"waving hand\", \"camera zoom in\")",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image",
                        "prompt"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createVideo"
              },
              {
                "description": "removeBackground. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for removing the background of an image",
                      "properties": {
                        "creative_edit": {
                          "default": true,
                          "description": "Higher quality results but the image will not be exactly the same as the input.",
                          "example": true,
                          "type": "boolean"
                        },
                        "crop": {
                          "default": false,
                          "description": "Whether to crop/trim the result to fit the content.",
                          "example": false,
                          "type": "boolean"
                        },
                        "image": {
                          "description": "URL or base64-encoded image to remove the background from.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "removeBackground"
              },
              {
                "description": "create3DModel. This endpoint consumes 3 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "properties": {
                        "high_detail_shape": {
                          "default": false,
                          "description": "Enable higher detail shape generation. Generation time will increase and the effect is only noticeable with a high target_num_faces value (around >30.000)",
                          "example": false,
                          "type": "boolean"
                        },
                        "image": {
                          "description": "URL or base64-encoded image to convert to 3D",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "target_num_faces": {
                          "default": 50000,
                          "description": "Maximum triangle count for the mesh (1000-100000)",
                          "example": 50000,
                          "maximum": 100000,
                          "minimum": 1000,
                          "type": "integer"
                        },
                        "texture_size": {
                          "default": 2048,
                          "description": "Texture resolution in pixels Accepted values: 1024, 2048, 4096.",
                          "example": 1024,
                          "type": "integer"
                        },
                        "texture_type": {
                          "default": "pbr",
                          "description": "Texture type",
                          "enum": [
                            "pbr",
                            "simple",
                            "none"
                          ],
                          "example": "pbr",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "create3DModel"
              },
              {
                "description": "createSoundEffect. This endpoint consumes 2 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating a sound effect from a text description",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "description": {
                          "description": "Text description of the sound effect to generate (e.g., \"laser gun firing\", \"footsteps on gravel\").",
                          "type": "string"
                        },
                        "duration": {
                          "default": 0,
                          "description": "Duration in seconds. Use 0 for automatic duration based on the description.",
                          "example": 0,
                          "format": "float",
                          "maximum": 10,
                          "minimum": 0,
                          "type": "number"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "description"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createSoundEffect"
              },
              {
                "description": "createMusic. This endpoint consumes 4 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating music from a text description",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "description": {
                          "description": "Text description of the music to generate (e.g., \"epic orchestral battle theme\", \"calm piano melody\").",
                          "type": "string"
                        },
                        "lyrics": {
                          "description": "Optional lyrics to include in the generated music.",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "description"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createMusic"
              },
              {
                "description": "createVoice. This endpoint consumes 1 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating a voice sample from a character description",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "text": {
                          "description": "Text for the voice to speak (max 20 words).",
                          "maxLength": 200,
                          "minLength": 1,
                          "type": "string"
                        },
                        "type": {
                          "default": "human",
                          "description": "Type of voice to generate.",
                          "enum": [
                            "human",
                            "non-human"
                          ],
                          "example": "human",
                          "type": "string"
                        },
                        "voice_description": {
                          "description": "Text description of the voice character (e.g., \"deep-voiced warrior\", \"cheerful young girl\").",
                          "type": "string"
                        }
                      },
                      "required": [
                        "voice_description",
                        "text"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createVoice"
              },
              {
                "description": "createSpeech. This endpoint consumes 1 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for text-to-speech generation using voice cloning",
                      "properties": {
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "sample": {
                          "description": "URL or base64-encoded audio sample for voice cloning.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "text": {
                          "description": "Text to convert to speech (max 100 words).",
                          "maxLength": 1000,
                          "minLength": 1,
                          "type": "string"
                        }
                      },
                      "required": [
                        "text",
                        "sample"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createSpeech"
              },
              {
                "description": "createSpeechPreset. This endpoint consumes 1 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for text-to-speech generation using a voice preset",
                      "properties": {
                        "emotion": {
                          "description": "Emotion to apply to the speech.",
                          "enum": [
                            "Default",
                            "Happy",
                            "Sad",
                            "Angry",
                            "Fearful",
                            "Disgusted",
                            "Surprised",
                            "Neutral"
                          ],
                          "example": "Default",
                          "type": "string"
                        },
                        "language": {
                          "description": "Language code for the speech.",
                          "enum": [
                            "auto",
                            "English",
                            "Afrikaans",
                            "Arabic",
                            "Bulgarian",
                            "Catalan",
                            "Chinese",
                            "Chinese,Yue",
                            "Croatian",
                            "Czech",
                            "Danish",
                            "English",
                            "Filipino",
                            "Finnish",
                            "French",
                            "German",
                            "Greek",
                            "Hebrew",
                            "Hindi",
                            "Hungarian",
                            "Indonesian",
                            "Italian",
                            "Japanese",
                            "Korean",
                            "Malay",
                            "Norwegian",
                            "Nynorsk",
                            "Persian",
                            "Polish",
                            "Portuguese",
                            "Romanian",
                            "Russian",
                            "Slovak",
                            "Slovenian",
                            "Spanish",
                            "Swedish",
                            "Tamil",
                            "Thai",
                            "Turkish",
                            "Ukrainian",
                            "Vietnamese"
                          ],
                          "example": "auto",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "text": {
                          "description": "Text to convert to speech (max 100 words).",
                          "maxLength": 1000,
                          "type": "string"
                        },
                        "voice_preset_id": {
                          "description": "Voice preset identifier.",
                          "enum": [
                            "Serious woman",
                            "Wise woman",
                            "Calm woman",
                            "Fast-paced woman",
                            "Calm young girl",
                            "Expressive teen girl",
                            "Calm teen girl",
                            "Sweet girl",
                            "Patient man",
                            "Determined man",
                            "Young elegant man",
                            "Teen boy",
                            "Friendly man",
                            "Deep voice man"
                          ],
                          "example": "Serious woman",
                          "type": "string"
                        }
                      },
                      "required": [
                        "text",
                        "voice_preset_id"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createSpeechPreset"
              },
              {
                "description": "Retrieves recent API-generated image results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "getImageResults"
              },
              {
                "description": "Retrieves recent API-generated spritesheet results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "getSpriteResults"
              },
              {
                "description": "Retrieves recent API-generated video results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "getVideoResults"
              },
              {
                "description": "Retrieves recent API-generated audio results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "getAudioResults"
              },
              {
                "description": "Retrieves recent API-generated 3D model results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "get3DModelResults"
              }
            ]
          }
        },
        "url": "https://mcp.ludo.ai/mcp"
      },
      "latency_ms": 113.35,
      "status": "ok"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json"
        },
        "bad_protocol_payload": {
          "id": 410,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "description": "Validates an API key. Returns 200 if valid, 403 if invalid.",
                "inputSchema": {
                  "properties": {},
                  "required": [],
                  "type": "object"
                },
                "name": "validateApiKeyEndpoint"
              },
              {
                "description": "createImage. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating an image from text prompt",
                      "properties": {
                        "art_style": {
                          "description": "Visual art style for the sprite (e.g., \"Pixel Art\", \"Cartoonish\", \"Realistic\").",
                          "enum": [
                            "Any style",
                            "Cartoonish",
                            "Pixel Art (16-Bit)",
                            "Low Poly",
                            "Stylized 3D",
                            "Flat Design",
                            "Illustration",
                            "Cel-Shaded",
                            "Retro 2D",
                            "Voxel Art",
                            "Minimalist",
                            "Hand-Painted",
                            "Anime/Manga",
                            "Vector Art",
                            "Chibi",
                            "Retro 3D",
                            "Comic Book",
                            "Silhouette",
                            "Pixel Art (8-Bit)",
                            "Photorealistic 3D"
                          ],
                          "example": "Any style",
                          "type": "string"
                        },
                        "aspect_ratio": {
                          "description": "Aspect ratio of the output image.",
                          "enum": [
                            "default",
                            "ar_1_1",
                            "ar_4_3",
                            "ar_16_9",
                            "ar_19_9",
                            "ar_3_4",
                            "ar_9_16",
                            "ar_9_19"
                          ],
                          "example": "default",
                          "type": "string"
                        },
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "image_type": {
                          "description": "What kind of image to generate.",
                          "enum": [
                            "generic",
                            "screenshot",
                            "art",
                            "asset",
                            "sprite",
                            "sprite-vfx",
                            "icon",
                            "ui_asset",
                            "fixed_background",
                            "side_scrolling_background",
                            "texture",
                            "tile",
                            "item-icon",
                            "portrait",
                            "card-art",
                            "splash",
                            "3d",
                            "generic"
                          ],
                          "example": "generic",
                          "type": "string"
                        },
                        "n": {
                          "default": 1,
                          "description": "Number of image variations to generate",
                          "example": 1,
                          "format": "integer",
                          "maximum": 8,
                          "minimum": 1,
                          "type": "number"
                        },
                        "perspective": {
                          "description": "Camera angle/view for the sprite (e.g., \"Side view\", \"Front view\", \"Isometric\").",
                          "enum": [
                            "Any perspective",
                            "First-Person",
                            "Third-Person",
                            "Over-the-Shoulder",
                            "Top-Down",
                            "Isometric",
                            "Side-Scroll",
                            "Free Camera",
                            "2.5D"
                          ],
                          "example": "Any perspective",
                          "type": "string"
                        },
                        "prompt": {
                          "description": "Text description of the image to generate. The more detailed the prompt, the more accurate the image will be.",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image_type",
                        "prompt"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createImage"
              },
              {
                "description": "generateWithStyle. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating new content while maintaining the visual style of a reference image",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "image_type": {
                          "default": "sprite",
                          "description": "What kind of image to generate.",
                          "enum": [
                            "generic",
                            "screenshot",
                            "art",
                            "asset",
                            "sprite",
                            "sprite-vfx",
                            "icon",
                            "ui_asset",
                            "fixed_background",
                            "side_scrolling_background",
                            "texture",
                            "tile",
                            "item-icon",
                            "portrait",
                            "card-art",
                            "splash",
                            "3d",
                            "generic"
                          ],
                          "example": "generic",
                          "type": "string"
                        },
                        "n": {
                          "default": 1,
                          "description": "Number of variations to generate (1-4).",
                          "example": 1,
                          "format": "integer",
                          "maximum": 4,
                          "minimum": 1,
                          "type": "number"
                        },
                        "prompt": {
                          "description": "Text description of what to generate (e.g., \"a warrior character\", \"a forest background\", \"a treasure chest\").",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "style_image": {
                          "description": "URL or base64-encoded reference image whose visual style should be matched.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        }
                      },
                      "required": [
                        "style_image",
                        "prompt",
                        "image_type"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "generateWithStyle"
              },
              {
                "description": "editImage. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for editing an existing image based on text instructions",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "image": {
                          "description": "URL or base64-encoded source image to edit.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "n": {
                          "default": 1,
                          "description": "Number of edited variations to generate (1-4).",
                          "example": 1,
                          "format": "integer",
                          "maximum": 4,
                          "minimum": 1,
                          "type": "number"
                        },
                        "prompt": {
                          "description": "Text description of the changes to make (e.g., \"remove the background\", \"add clouds to the sky\", \"make it darker\", \"change the color scheme to warmer tones\").",
                          "type": "string"
                        },
                        "reference_image": {
                          "description": "Optional URL or base64-encoded reference image for style or content guidance.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image",
                        "prompt"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "editImage"
              },
              {
                "description": "animateSprite. This endpoint consumes 5 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating an animated spritesheet from a static image. Input images can either be provided in base64 or URL. If the image was generated using Ludo, ideally it should be generated using the \"sprite\", \"sprite-vfx\" or \"ui_asset\" type.",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "crop": {
                          "description": "Crop sprite frames to fit content. Results in smaller spritesheets but inconsistent frame sizes across different animations.",
                          "type": "boolean"
                        },
                        "duration": {
                          "description": "Animation length in seconds. Available values depend on the model:\n- standard model: 1.2, 1.5, 2, 2.5, 3 (default: 2)\n- new model: 4 (default: 4) Accepted values: 1.2, 1.5, 2, 2.5, 3, 4.",
                          "example": 1.2,
                          "format": "float",
                          "type": "number"
                        },
                        "final_image": {
                          "description": "The url OR base64 of ending frame image. When provided, the animation will interpolate between the initial and final frames.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "frame_size": {
                          "default": 0,
                          "description": "Size of each frame in pixels (width and height). 0 is for maximum resolution. Accepted values: 32, 64, 96, 128, 192, 256, 384, 0.",
                          "example": 32,
                          "format": "integer",
                          "type": "number"
                        },
                        "frames": {
                          "default": 36,
                          "description": "Number of frames in the output spritesheet. Accepted values: 4, 9, 16, 25, 36, 49, 64.",
                          "example": 4,
                          "format": "integer",
                          "type": "number"
                        },
                        "gif": {
                          "default": false,
                          "description": "When true, generates an animated GIF from the spritesheet and returns it in gif_url. Disabled by default to reduce response time.",
                          "example": false,
                          "type": "boolean"
                        },
                        "image_type": {
                          "description": "Type of sprite being animated. Affects generation parameters and styling.",
                          "enum": [
                            "sprite",
                            "sprite-vfx",
                            "ui_asset"
                          ],
                          "example": "sprite",
                          "type": "string"
                        },
                        "individual_frames": {
                          "default": false,
                          "description": "When true, extracts each frame from the spritesheet as an individual image and returns the URLs in individual_frame_urls.",
                          "example": false,
                          "type": "boolean"
                        },
                        "initial_image": {
                          "description": "The url OR base64 of the starting frame image to animate. This is the base sprite that will be brought to life.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "loop": {
                          "default": true,
                          "description": "Trim the animation at the beginning or end to create a seamless loop. Not guaranteed to produce a perfect loop.",
                          "example": true,
                          "type": "boolean"
                        },
                        "margin_ratio": {
                          "description": "Amount of padding around the sprite as a ratio (0.0 to 1.0). Only used when margin_ratio_mode is \"manual\". Higher values provide more space for expansive animations.",
                          "format": "float",
                          "type": "number"
                        },
                        "margin_ratio_mode": {
                          "default": "auto",
                          "description": "Controls how margins are applied around the sprite.",
                          "enum": [
                            "auto",
                            "manual",
                            "none"
                          ],
                          "example": "auto",
                          "type": "string"
                        },
                        "model": {
                          "default": "standard",
                          "description": "Animation model to use.\n- \"standard\": More consistent and predictable. Durations: 1.2, 1.5, 2, 2.5, 3 seconds (default: 2)\n- \"new\": Higher quality with more dynamic motion. Duration: 4 seconds only\n",
                          "enum": [
                            "standard",
                            "new"
                          ],
                          "example": "standard",
                          "type": "string"
                        },
                        "motion_prompt": {
                          "description": "Text description of the desired animation (e.g., \"walking\", \"jumping\", \"idle breathing\", \"attack slash\").",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "spritesheet_with_background": {
                          "default": false,
                          "description": "When true, also returns the spritesheet with background intact (before background removal). Useful for manually fixing background removal issues. The with-background spritesheet URL will be in spritesheet_with_background_url.",
                          "example": false,
                          "type": "boolean"
                        }
                      },
                      "required": [
                        "motion_prompt",
                        "initial_image"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "animateSprite"
              },
              {
                "description": "generatePose. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating a new pose for an existing sprite",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "description": {
                          "description": "Optional additional instructions or description to guide the pose generation.",
                          "type": "string"
                        },
                        "image": {
                          "description": "URL or base64-encoded source sprite image to generate a new pose from.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "n": {
                          "default": 1,
                          "description": "Number of pose variations to generate (1-4).",
                          "example": 1,
                          "format": "integer",
                          "maximum": 4,
                          "minimum": 1,
                          "type": "number"
                        },
                        "pose": {
                          "description": "Target pose for the sprite. Use the value \"Other\" to generate other poses not listed in the accepted values, and fill the field description accordingly.",
                          "enum": [
                            "Idle (Front)",
                            "Idle (Back)",
                            "Idle (Left Facing)",
                            "Idle (Right Facing)",
                            "Walk (Left)",
                            "Walk (Right)",
                            "Walk (Towards the camera)",
                            "Walk (Away from the camera)",
                            "Run (Left)",
                            "Run (Right)",
                            "Run (Towards the camera)",
                            "Run (Away from the camera)",
                            "Crouching",
                            "Crawling",
                            "Sitting",
                            "Defending / Blocking",
                            "Attack Ready",
                            "Jump Preparation",
                            "Sleeping",
                            "Flying",
                            "Other"
                          ],
                          "example": "Idle (Front)",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image",
                        "pose"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "generatePose"
              },
              {
                "description": "transferMotion. This endpoint consumes 8 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for transferring motion from a video onto a static sprite image, producing an animated spritesheet.",
                      "properties": {
                        "crop": {
                          "description": "Crop sprite frames to fit content. Results in smaller spritesheets but inconsistent frame sizes across different animations.",
                          "type": "boolean"
                        },
                        "direction": {
                          "description": "Direction for the animation preset. When using a preset, `direction` is required.",
                          "enum": [
                            "N",
                            "NE",
                            "E",
                            "SE",
                            "S",
                            "SW",
                            "W",
                            "NW"
                          ],
                          "example": "N",
                          "type": "string"
                        },
                        "frame_size": {
                          "default": 0,
                          "description": "Size of each frame in pixels (width and height). 0 is for maximum resolution. Accepted values: 32, 64, 96, 128, 192, 256, 384, 0.",
                          "example": 32,
                          "format": "integer",
                          "type": "number"
                        },
                        "frames": {
                          "default": 36,
                          "description": "Number of frames in the output spritesheet. Accepted values: 4, 9, 16, 25, 36, 49, 64.",
                          "example": 4,
                          "format": "integer",
                          "type": "number"
                        },
                        "gif": {
                          "default": false,
                          "description": "When true, generates an animated GIF from the spritesheet and returns it in gif_url. Disabled by default to reduce response time.",
                          "example": false,
                          "type": "boolean"
                        },
                        "image": {
                          "description": "Payload for generating an animated spritesheet from a static image. Input images can either be provided in base64 or URL. If the image was generated using Ludo, ideally it should be generated using the \"sprite\", \"sprite-vfx\" or \"ui_asset\" type.",
                          "example": "data:image/png;base64,...",
                          "type": "string"
                        },
                        "individual_frames": {
                          "default": false,
                          "description": "When true, extracts each frame from the spritesheet as an individual image and returns the URLs in individual_frame_urls.",
                          "example": false,
                          "type": "boolean"
                        },
                        "loop": {
                          "description": "Trim the animation at the beginning or end to create a seamless loop.",
                          "type": "boolean"
                        },
                        "margin_ratio": {
                          "default": 0.15,
                          "description": "Amount of padding around the sprite as a ratio (0.0 to 1.0). Only used when margin_ratio_mode is \"manual\".",
                          "example": 0.15,
                          "format": "float",
                          "type": "number"
                        },
                        "margin_ratio_mode": {
                          "default": "manual",
                          "description": "Controls how margins are applied around the sprite.",
                          "enum": [
                            "manual",
                            "none"
                          ],
                          "example": "manual",
                          "type": "string"
                        },
                        "perspective": {
                          "description": "Perspective ID to use with the animation preset. When using a preset, `perspective` is required.",
                          "type": "string"
                        },
                        "preset_id": {
                          "description": "ID of an animation preset to use instead of a video URL. Use the animation-presets endpoint to list available presets. When using a preset, `perspective` and `direction` are required.",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "spritesheet_with_background": {
                          "default": false,
                          "description": "When true, also returns the spritesheet with background intact (before background removal). Useful for manually fixing background removal issues. The with-background spritesheet URL will be in spritesheet_with_background_url.",
                          "example": false,
                          "type": "boolean"
                        },
                        "video": {
                          "description": "URL of the video to use as motion source. You can use videos from the animateSprite endpoint or provide your own. Videos up to 4 seconds will produce better results. Either `video` or `preset_id` + `perspective` + `direction` must be provided.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "transferMotion"
              },
              {
                "description": "Lists available animation presets for use with the transferMotion endpoint",
                "inputSchema": {
                  "properties": {},
                  "required": [],
                  "type": "object"
                },
                "name": "listAnimationPresets"
              },
              {
                "description": "createVideo. This endpoint consumes 5-15 credits depending on duration (3s: 5, 5s: 8, 8s: 12, 10s: 15).",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating a video from a source image and motion prompt",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "duration": {
                          "default": 5,
                          "description": "Video duration in seconds Accepted values: 3, 5, 8, 10.",
                          "example": 5,
                          "format": "integer",
                          "type": "number"
                        },
                        "final_image": {
                          "description": "URL or base64-encoded end frame image. When provided, the video will interpolate between the initial and final frames.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "image": {
                          "description": "URL or base64-encoded source image (the starting frame for the video)",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "model": {
                          "default": "standard",
                          "description": "Video generation model to use.\n- \"standard\": More consistent and predictable results\n- \"new\": Higher quality with more dynamic motion",
                          "enum": [
                            "standard",
                            "new"
                          ],
                          "example": "standard",
                          "type": "string"
                        },
                        "prompt": {
                          "description": "Text description of the motion or action for the video (e.g., \"walking forward\", \"waving hand\", \"camera zoom in\")",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image",
                        "prompt"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createVideo"
              },
              {
                "description": "removeBackground. This endpoint consumes 0.5 credits per result.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for removing the background of an image",
                      "properties": {
                        "creative_edit": {
                          "default": true,
                          "description": "Higher quality results but the image will not be exactly the same as the input.",
                          "example": true,
                          "type": "boolean"
                        },
                        "crop": {
                          "default": false,
                          "description": "Whether to crop/trim the result to fit the content.",
                          "example": false,
                          "type": "boolean"
                        },
                        "image": {
                          "description": "URL or base64-encoded image to remove the background from.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "removeBackground"
              },
              {
                "description": "create3DModel. This endpoint consumes 3 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "properties": {
                        "high_detail_shape": {
                          "default": false,
                          "description": "Enable higher detail shape generation. Generation time will increase and the effect is only noticeable with a high target_num_faces value (around >30.000)",
                          "example": false,
                          "type": "boolean"
                        },
                        "image": {
                          "description": "URL or base64-encoded image to convert to 3D",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "target_num_faces": {
                          "default": 50000,
                          "description": "Maximum triangle count for the mesh (1000-100000)",
                          "example": 50000,
                          "maximum": 100000,
                          "minimum": 1000,
                          "type": "integer"
                        },
                        "texture_size": {
                          "default": 2048,
                          "description": "Texture resolution in pixels Accepted values: 1024, 2048, 4096.",
                          "example": 1024,
                          "type": "integer"
                        },
                        "texture_type": {
                          "default": "pbr",
                          "description": "Texture type",
                          "enum": [
                            "pbr",
                            "simple",
                            "none"
                          ],
                          "example": "pbr",
                          "type": "string"
                        }
                      },
                      "required": [
                        "image"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "create3DModel"
              },
              {
                "description": "createSoundEffect. This endpoint consumes 2 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating a sound effect from a text description",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "description": {
                          "description": "Text description of the sound effect to generate (e.g., \"laser gun firing\", \"footsteps on gravel\").",
                          "type": "string"
                        },
                        "duration": {
                          "default": 0,
                          "description": "Duration in seconds. Use 0 for automatic duration based on the description.",
                          "example": 0,
                          "format": "float",
                          "maximum": 10,
                          "minimum": 0,
                          "type": "number"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "description"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createSoundEffect"
              },
              {
                "description": "createMusic. This endpoint consumes 4 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating music from a text description",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "description": {
                          "description": "Text description of the music to generate (e.g., \"epic orchestral battle theme\", \"calm piano melody\").",
                          "type": "string"
                        },
                        "lyrics": {
                          "description": "Optional lyrics to include in the generated music.",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        }
                      },
                      "required": [
                        "description"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createMusic"
              },
              {
                "description": "createVoice. This endpoint consumes 1 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for generating a voice sample from a character description",
                      "properties": {
                        "augment_prompt": {
                          "default": true,
                          "description": "Augment the prompt behind the scenes. Disable to have more control.",
                          "example": true,
                          "type": "boolean"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "text": {
                          "description": "Text for the voice to speak (max 20 words).",
                          "maxLength": 200,
                          "minLength": 1,
                          "type": "string"
                        },
                        "type": {
                          "default": "human",
                          "description": "Type of voice to generate.",
                          "enum": [
                            "human",
                            "non-human"
                          ],
                          "example": "human",
                          "type": "string"
                        },
                        "voice_description": {
                          "description": "Text description of the voice character (e.g., \"deep-voiced warrior\", \"cheerful young girl\").",
                          "type": "string"
                        }
                      },
                      "required": [
                        "voice_description",
                        "text"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createVoice"
              },
              {
                "description": "createSpeech. This endpoint consumes 1 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for text-to-speech generation using voice cloning",
                      "properties": {
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "sample": {
                          "description": "URL or base64-encoded audio sample for voice cloning.",
                          "example": "<url> OR data:image/png;base64,...",
                          "type": "string"
                        },
                        "text": {
                          "description": "Text to convert to speech (max 100 words).",
                          "maxLength": 1000,
                          "minLength": 1,
                          "type": "string"
                        }
                      },
                      "required": [
                        "text",
                        "sample"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createSpeech"
              },
              {
                "description": "createSpeechPreset. This endpoint consumes 1 credits per call.",
                "inputSchema": {
                  "properties": {
                    "requestBody": {
                      "description": "Payload for text-to-speech generation using a voice preset",
                      "properties": {
                        "emotion": {
                          "description": "Emotion to apply to the speech.",
                          "enum": [
                            "Default",
                            "Happy",
                            "Sad",
                            "Angry",
                            "Fearful",
                            "Disgusted",
                            "Surprised",
                            "Neutral"
                          ],
                          "example": "Default",
                          "type": "string"
                        },
                        "language": {
                          "description": "Language code for the speech.",
                          "enum": [
                            "auto",
                            "English",
                            "Afrikaans",
                            "Arabic",
                            "Bulgarian",
                            "Catalan",
                            "Chinese",
                            "Chinese,Yue",
                            "Croatian",
                            "Czech",
                            "Danish",
                            "English",
                            "Filipino",
                            "Finnish",
                            "French",
                            "German",
                            "Greek",
                            "Hebrew",
                            "Hindi",
                            "Hungarian",
                            "Indonesian",
                            "Italian",
                            "Japanese",
                            "Korean",
                            "Malay",
                            "Norwegian",
                            "Nynorsk",
                            "Persian",
                            "Polish",
                            "Portuguese",
                            "Romanian",
                            "Russian",
                            "Slovak",
                            "Slovenian",
                            "Spanish",
                            "Swedish",
                            "Tamil",
                            "Thai",
                            "Turkish",
                            "Ukrainian",
                            "Vietnamese"
                          ],
                          "example": "auto",
                          "type": "string"
                        },
                        "request_id": {
                          "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                          "type": "string"
                        },
                        "text": {
                          "description": "Text to convert to speech (max 100 words).",
                          "maxLength": 1000,
                          "type": "string"
                        },
                        "voice_preset_id": {
                          "description": "Voice preset identifier.",
                          "enum": [
                            "Serious woman",
                            "Wise woman",
                            "Calm woman",
                            "Fast-paced woman",
                            "Calm young girl",
                            "Expressive teen girl",
                            "Calm teen girl",
                            "Sweet girl",
                            "Patient man",
                            "Determined man",
                            "Young elegant man",
                            "Teen boy",
                            "Friendly man",
                            "Deep voice man"
                          ],
                          "example": "Serious woman",
                          "type": "string"
                        }
                      },
                      "required": [
                        "text",
                        "voice_preset_id"
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "requestBody"
                  ],
                  "type": "object"
                },
                "name": "createSpeechPreset"
              },
              {
                "description": "Retrieves recent API-generated image results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "getImageResults"
              },
              {
                "description": "Retrieves recent API-generated spritesheet results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "getSpriteResults"
              },
              {
                "description": "Retrieves recent API-generated video results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "getVideoResults"
              },
              {
                "description": "Retrieves recent API-generated audio results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "getAudioResults"
              },
              {
                "description": "Retrieves recent API-generated 3D model results",
                "inputSchema": {
                  "properties": {
                    "request_id": {
                      "description": "Filter results by request_id",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "get3DModelResults"
              }
            ]
          }
        },
        "bad_protocol_status_code": 200,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_session_id",
          "missing_protocol_header",
          "bad_protocol_not_rejected"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": false,
        "transport": "streamable-http"
      },
      "latency_ms": 122.74,
      "status": "error"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [
          "tools"
        ],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 400,
          "probe_status": "missing"
        }
      },
      "latency_ms": 91.99,
      "status": "missing"
    }
  },
  "failures": {
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 Not Found' for url 'https://mcp.ludo.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.ludo.ai/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "server_card": {
      "error": "Client error '404 Not Found' for url 'https://mcp.ludo.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.ludo.ai/.well-known/mcp/server-card.json"
    },
    "transport_compliance_probe": {
      "bad_protocol_error": null,
      "bad_protocol_headers": {
        "content-type": "application/json"
      },
      "bad_protocol_payload": {
        "id": 410,
        "jsonrpc": "2.0",
        "result": {
          "tools": [
            {
              "description": "Validates an API key. Returns 200 if valid, 403 if invalid.",
              "inputSchema": {
                "properties": {},
                "required": [],
                "type": "object"
              },
              "name": "validateApiKeyEndpoint"
            },
            {
              "description": "createImage. This endpoint consumes 0.5 credits per result.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for generating an image from text prompt",
                    "properties": {
                      "art_style": {
                        "description": "Visual art style for the sprite (e.g., \"Pixel Art\", \"Cartoonish\", \"Realistic\").",
                        "enum": [
                          "Any style",
                          "Cartoonish",
                          "Pixel Art (16-Bit)",
                          "Low Poly",
                          "Stylized 3D",
                          "Flat Design",
                          "Illustration",
                          "Cel-Shaded",
                          "Retro 2D",
                          "Voxel Art",
                          "Minimalist",
                          "Hand-Painted",
                          "Anime/Manga",
                          "Vector Art",
                          "Chibi",
                          "Retro 3D",
                          "Comic Book",
                          "Silhouette",
                          "Pixel Art (8-Bit)",
                          "Photorealistic 3D"
                        ],
                        "example": "Any style",
                        "type": "string"
                      },
                      "aspect_ratio": {
                        "description": "Aspect ratio of the output image.",
                        "enum": [
                          "default",
                          "ar_1_1",
                          "ar_4_3",
                          "ar_16_9",
                          "ar_19_9",
                          "ar_3_4",
                          "ar_9_16",
                          "ar_9_19"
                        ],
                        "example": "default",
                        "type": "string"
                      },
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "image_type": {
                        "description": "What kind of image to generate.",
                        "enum": [
                          "generic",
                          "screenshot",
                          "art",
                          "asset",
                          "sprite",
                          "sprite-vfx",
                          "icon",
                          "ui_asset",
                          "fixed_background",
                          "side_scrolling_background",
                          "texture",
                          "tile",
                          "item-icon",
                          "portrait",
                          "card-art",
                          "splash",
                          "3d",
                          "generic"
                        ],
                        "example": "generic",
                        "type": "string"
                      },
                      "n": {
                        "default": 1,
                        "description": "Number of image variations to generate",
                        "example": 1,
                        "format": "integer",
                        "maximum": 8,
                        "minimum": 1,
                        "type": "number"
                      },
                      "perspective": {
                        "description": "Camera angle/view for the sprite (e.g., \"Side view\", \"Front view\", \"Isometric\").",
                        "enum": [
                          "Any perspective",
                          "First-Person",
                          "Third-Person",
                          "Over-the-Shoulder",
                          "Top-Down",
                          "Isometric",
                          "Side-Scroll",
                          "Free Camera",
                          "2.5D"
                        ],
                        "example": "Any perspective",
                        "type": "string"
                      },
                      "prompt": {
                        "description": "Text description of the image to generate. The more detailed the prompt, the more accurate the image will be.",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      }
                    },
                    "required": [
                      "image_type",
                      "prompt"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "createImage"
            },
            {
              "description": "generateWithStyle. This endpoint consumes 0.5 credits per result.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for generating new content while maintaining the visual style of a reference image",
                    "properties": {
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "image_type": {
                        "default": "sprite",
                        "description": "What kind of image to generate.",
                        "enum": [
                          "generic",
                          "screenshot",
                          "art",
                          "asset",
                          "sprite",
                          "sprite-vfx",
                          "icon",
                          "ui_asset",
                          "fixed_background",
                          "side_scrolling_background",
                          "texture",
                          "tile",
                          "item-icon",
                          "portrait",
                          "card-art",
                          "splash",
                          "3d",
                          "generic"
                        ],
                        "example": "generic",
                        "type": "string"
                      },
                      "n": {
                        "default": 1,
                        "description": "Number of variations to generate (1-4).",
                        "example": 1,
                        "format": "integer",
                        "maximum": 4,
                        "minimum": 1,
                        "type": "number"
                      },
                      "prompt": {
                        "description": "Text description of what to generate (e.g., \"a warrior character\", \"a forest background\", \"a treasure chest\").",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      },
                      "style_image": {
                        "description": "URL or base64-encoded reference image whose visual style should be matched.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      }
                    },
                    "required": [
                      "style_image",
                      "prompt",
                      "image_type"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "generateWithStyle"
            },
            {
              "description": "editImage. This endpoint consumes 0.5 credits per result.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for editing an existing image based on text instructions",
                    "properties": {
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "image": {
                        "description": "URL or base64-encoded source image to edit.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "n": {
                        "default": 1,
                        "description": "Number of edited variations to generate (1-4).",
                        "example": 1,
                        "format": "integer",
                        "maximum": 4,
                        "minimum": 1,
                        "type": "number"
                      },
                      "prompt": {
                        "description": "Text description of the changes to make (e.g., \"remove the background\", \"add clouds to the sky\", \"make it darker\", \"change the color scheme to warmer tones\").",
                        "type": "string"
                      },
                      "reference_image": {
                        "description": "Optional URL or base64-encoded reference image for style or content guidance.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      }
                    },
                    "required": [
                      "image",
                      "prompt"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "editImage"
            },
            {
              "description": "animateSprite. This endpoint consumes 5 credits per call.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for generating an animated spritesheet from a static image. Input images can either be provided in base64 or URL. If the image was generated using Ludo, ideally it should be generated using the \"sprite\", \"sprite-vfx\" or \"ui_asset\" type.",
                    "properties": {
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "crop": {
                        "description": "Crop sprite frames to fit content. Results in smaller spritesheets but inconsistent frame sizes across different animations.",
                        "type": "boolean"
                      },
                      "duration": {
                        "description": "Animation length in seconds. Available values depend on the model:\n- standard model: 1.2, 1.5, 2, 2.5, 3 (default: 2)\n- new model: 4 (default: 4) Accepted values: 1.2, 1.5, 2, 2.5, 3, 4.",
                        "example": 1.2,
                        "format": "float",
                        "type": "number"
                      },
                      "final_image": {
                        "description": "The url OR base64 of ending frame image. When provided, the animation will interpolate between the initial and final frames.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "frame_size": {
                        "default": 0,
                        "description": "Size of each frame in pixels (width and height). 0 is for maximum resolution. Accepted values: 32, 64, 96, 128, 192, 256, 384, 0.",
                        "example": 32,
                        "format": "integer",
                        "type": "number"
                      },
                      "frames": {
                        "default": 36,
                        "description": "Number of frames in the output spritesheet. Accepted values: 4, 9, 16, 25, 36, 49, 64.",
                        "example": 4,
                        "format": "integer",
                        "type": "number"
                      },
                      "gif": {
                        "default": false,
                        "description": "When true, generates an animated GIF from the spritesheet and returns it in gif_url. Disabled by default to reduce response time.",
                        "example": false,
                        "type": "boolean"
                      },
                      "image_type": {
                        "description": "Type of sprite being animated. Affects generation parameters and styling.",
                        "enum": [
                          "sprite",
                          "sprite-vfx",
                          "ui_asset"
                        ],
                        "example": "sprite",
                        "type": "string"
                      },
                      "individual_frames": {
                        "default": false,
                        "description": "When true, extracts each frame from the spritesheet as an individual image and returns the URLs in individual_frame_urls.",
                        "example": false,
                        "type": "boolean"
                      },
                      "initial_image": {
                        "description": "The url OR base64 of the starting frame image to animate. This is the base sprite that will be brought to life.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "loop": {
                        "default": true,
                        "description": "Trim the animation at the beginning or end to create a seamless loop. Not guaranteed to produce a perfect loop.",
                        "example": true,
                        "type": "boolean"
                      },
                      "margin_ratio": {
                        "description": "Amount of padding around the sprite as a ratio (0.0 to 1.0). Only used when margin_ratio_mode is \"manual\". Higher values provide more space for expansive animations.",
                        "format": "float",
                        "type": "number"
                      },
                      "margin_ratio_mode": {
                        "default": "auto",
                        "description": "Controls how margins are applied around the sprite.",
                        "enum": [
                          "auto",
                          "manual",
                          "none"
                        ],
                        "example": "auto",
                        "type": "string"
                      },
                      "model": {
                        "default": "standard",
                        "description": "Animation model to use.\n- \"standard\": More consistent and predictable. Durations: 1.2, 1.5, 2, 2.5, 3 seconds (default: 2)\n- \"new\": Higher quality with more dynamic motion. Duration: 4 seconds only\n",
                        "enum": [
                          "standard",
                          "new"
                        ],
                        "example": "standard",
                        "type": "string"
                      },
                      "motion_prompt": {
                        "description": "Text description of the desired animation (e.g., \"walking\", \"jumping\", \"idle breathing\", \"attack slash\").",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      },
                      "spritesheet_with_background": {
                        "default": false,
                        "description": "When true, also returns the spritesheet with background intact (before background removal). Useful for manually fixing background removal issues. The with-background spritesheet URL will be in spritesheet_with_background_url.",
                        "example": false,
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "motion_prompt",
                      "initial_image"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "animateSprite"
            },
            {
              "description": "generatePose. This endpoint consumes 0.5 credits per result.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for generating a new pose for an existing sprite",
                    "properties": {
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "description": {
                        "description": "Optional additional instructions or description to guide the pose generation.",
                        "type": "string"
                      },
                      "image": {
                        "description": "URL or base64-encoded source sprite image to generate a new pose from.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "n": {
                        "default": 1,
                        "description": "Number of pose variations to generate (1-4).",
                        "example": 1,
                        "format": "integer",
                        "maximum": 4,
                        "minimum": 1,
                        "type": "number"
                      },
                      "pose": {
                        "description": "Target pose for the sprite. Use the value \"Other\" to generate other poses not listed in the accepted values, and fill the field description accordingly.",
                        "enum": [
                          "Idle (Front)",
                          "Idle (Back)",
                          "Idle (Left Facing)",
                          "Idle (Right Facing)",
                          "Walk (Left)",
                          "Walk (Right)",
                          "Walk (Towards the camera)",
                          "Walk (Away from the camera)",
                          "Run (Left)",
                          "Run (Right)",
                          "Run (Towards the camera)",
                          "Run (Away from the camera)",
                          "Crouching",
                          "Crawling",
                          "Sitting",
                          "Defending / Blocking",
                          "Attack Ready",
                          "Jump Preparation",
                          "Sleeping",
                          "Flying",
                          "Other"
                        ],
                        "example": "Idle (Front)",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      }
                    },
                    "required": [
                      "image",
                      "pose"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "generatePose"
            },
            {
              "description": "transferMotion. This endpoint consumes 8 credits per call.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for transferring motion from a video onto a static sprite image, producing an animated spritesheet.",
                    "properties": {
                      "crop": {
                        "description": "Crop sprite frames to fit content. Results in smaller spritesheets but inconsistent frame sizes across different animations.",
                        "type": "boolean"
                      },
                      "direction": {
                        "description": "Direction for the animation preset. When using a preset, `direction` is required.",
                        "enum": [
                          "N",
                          "NE",
                          "E",
                          "SE",
                          "S",
                          "SW",
                          "W",
                          "NW"
                        ],
                        "example": "N",
                        "type": "string"
                      },
                      "frame_size": {
                        "default": 0,
                        "description": "Size of each frame in pixels (width and height). 0 is for maximum resolution. Accepted values: 32, 64, 96, 128, 192, 256, 384, 0.",
                        "example": 32,
                        "format": "integer",
                        "type": "number"
                      },
                      "frames": {
                        "default": 36,
                        "description": "Number of frames in the output spritesheet. Accepted values: 4, 9, 16, 25, 36, 49, 64.",
                        "example": 4,
                        "format": "integer",
                        "type": "number"
                      },
                      "gif": {
                        "default": false,
                        "description": "When true, generates an animated GIF from the spritesheet and returns it in gif_url. Disabled by default to reduce response time.",
                        "example": false,
                        "type": "boolean"
                      },
                      "image": {
                        "description": "Payload for generating an animated spritesheet from a static image. Input images can either be provided in base64 or URL. If the image was generated using Ludo, ideally it should be generated using the \"sprite\", \"sprite-vfx\" or \"ui_asset\" type.",
                        "example": "data:image/png;base64,...",
                        "type": "string"
                      },
                      "individual_frames": {
                        "default": false,
                        "description": "When true, extracts each frame from the spritesheet as an individual image and returns the URLs in individual_frame_urls.",
                        "example": false,
                        "type": "boolean"
                      },
                      "loop": {
                        "description": "Trim the animation at the beginning or end to create a seamless loop.",
                        "type": "boolean"
                      },
                      "margin_ratio": {
                        "default": 0.15,
                        "description": "Amount of padding around the sprite as a ratio (0.0 to 1.0). Only used when margin_ratio_mode is \"manual\".",
                        "example": 0.15,
                        "format": "float",
                        "type": "number"
                      },
                      "margin_ratio_mode": {
                        "default": "manual",
                        "description": "Controls how margins are applied around the sprite.",
                        "enum": [
                          "manual",
                          "none"
                        ],
                        "example": "manual",
                        "type": "string"
                      },
                      "perspective": {
                        "description": "Perspective ID to use with the animation preset. When using a preset, `perspective` is required.",
                        "type": "string"
                      },
                      "preset_id": {
                        "description": "ID of an animation preset to use instead of a video URL. Use the animation-presets endpoint to list available presets. When using a preset, `perspective` and `direction` are required.",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      },
                      "spritesheet_with_background": {
                        "default": false,
                        "description": "When true, also returns the spritesheet with background intact (before background removal). Useful for manually fixing background removal issues. The with-background spritesheet URL will be in spritesheet_with_background_url.",
                        "example": false,
                        "type": "boolean"
                      },
                      "video": {
                        "description": "URL of the video to use as motion source. You can use videos from the animateSprite endpoint or provide your own. Videos up to 4 seconds will produce better results. Either `video` or `preset_id` + `perspective` + `direction` must be provided.",
                        "type": "string"
                      }
                    },
                    "required": [
                      "image"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "transferMotion"
            },
            {
              "description": "Lists available animation presets for use with the transferMotion endpoint",
              "inputSchema": {
                "properties": {},
                "required": [],
                "type": "object"
              },
              "name": "listAnimationPresets"
            },
            {
              "description": "createVideo. This endpoint consumes 5-15 credits depending on duration (3s: 5, 5s: 8, 8s: 12, 10s: 15).",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for generating a video from a source image and motion prompt",
                    "properties": {
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "duration": {
                        "default": 5,
                        "description": "Video duration in seconds Accepted values: 3, 5, 8, 10.",
                        "example": 5,
                        "format": "integer",
                        "type": "number"
                      },
                      "final_image": {
                        "description": "URL or base64-encoded end frame image. When provided, the video will interpolate between the initial and final frames.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "image": {
                        "description": "URL or base64-encoded source image (the starting frame for the video)",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "model": {
                        "default": "standard",
                        "description": "Video generation model to use.\n- \"standard\": More consistent and predictable results\n- \"new\": Higher quality with more dynamic motion",
                        "enum": [
                          "standard",
                          "new"
                        ],
                        "example": "standard",
                        "type": "string"
                      },
                      "prompt": {
                        "description": "Text description of the motion or action for the video (e.g., \"walking forward\", \"waving hand\", \"camera zoom in\")",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      }
                    },
                    "required": [
                      "image",
                      "prompt"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "createVideo"
            },
            {
              "description": "removeBackground. This endpoint consumes 0.5 credits per result.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for removing the background of an image",
                    "properties": {
                      "creative_edit": {
                        "default": true,
                        "description": "Higher quality results but the image will not be exactly the same as the input.",
                        "example": true,
                        "type": "boolean"
                      },
                      "crop": {
                        "default": false,
                        "description": "Whether to crop/trim the result to fit the content.",
                        "example": false,
                        "type": "boolean"
                      },
                      "image": {
                        "description": "URL or base64-encoded image to remove the background from.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      }
                    },
                    "required": [
                      "image"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "removeBackground"
            },
            {
              "description": "create3DModel. This endpoint consumes 3 credits per call.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "properties": {
                      "high_detail_shape": {
                        "default": false,
                        "description": "Enable higher detail shape generation. Generation time will increase and the effect is only noticeable with a high target_num_faces value (around >30.000)",
                        "example": false,
                        "type": "boolean"
                      },
                      "image": {
                        "description": "URL or base64-encoded image to convert to 3D",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      },
                      "target_num_faces": {
                        "default": 50000,
                        "description": "Maximum triangle count for the mesh (1000-100000)",
                        "example": 50000,
                        "maximum": 100000,
                        "minimum": 1000,
                        "type": "integer"
                      },
                      "texture_size": {
                        "default": 2048,
                        "description": "Texture resolution in pixels Accepted values: 1024, 2048, 4096.",
                        "example": 1024,
                        "type": "integer"
                      },
                      "texture_type": {
                        "default": "pbr",
                        "description": "Texture type",
                        "enum": [
                          "pbr",
                          "simple",
                          "none"
                        ],
                        "example": "pbr",
                        "type": "string"
                      }
                    },
                    "required": [
                      "image"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "create3DModel"
            },
            {
              "description": "createSoundEffect. This endpoint consumes 2 credits per call.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for generating a sound effect from a text description",
                    "properties": {
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "description": {
                        "description": "Text description of the sound effect to generate (e.g., \"laser gun firing\", \"footsteps on gravel\").",
                        "type": "string"
                      },
                      "duration": {
                        "default": 0,
                        "description": "Duration in seconds. Use 0 for automatic duration based on the description.",
                        "example": 0,
                        "format": "float",
                        "maximum": 10,
                        "minimum": 0,
                        "type": "number"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      }
                    },
                    "required": [
                      "description"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "createSoundEffect"
            },
            {
              "description": "createMusic. This endpoint consumes 4 credits per call.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for generating music from a text description",
                    "properties": {
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "description": {
                        "description": "Text description of the music to generate (e.g., \"epic orchestral battle theme\", \"calm piano melody\").",
                        "type": "string"
                      },
                      "lyrics": {
                        "description": "Optional lyrics to include in the generated music.",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      }
                    },
                    "required": [
                      "description"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "createMusic"
            },
            {
              "description": "createVoice. This endpoint consumes 1 credits per call.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for generating a voice sample from a character description",
                    "properties": {
                      "augment_prompt": {
                        "default": true,
                        "description": "Augment the prompt behind the scenes. Disable to have more control.",
                        "example": true,
                        "type": "boolean"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      },
                      "text": {
                        "description": "Text for the voice to speak (max 20 words).",
                        "maxLength": 200,
                        "minLength": 1,
                        "type": "string"
                      },
                      "type": {
                        "default": "human",
                        "description": "Type of voice to generate.",
                        "enum": [
                          "human",
                          "non-human"
                        ],
                        "example": "human",
                        "type": "string"
                      },
                      "voice_description": {
                        "description": "Text description of the voice character (e.g., \"deep-voiced warrior\", \"cheerful young girl\").",
                        "type": "string"
                      }
                    },
                    "required": [
                      "voice_description",
                      "text"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "createVoice"
            },
            {
              "description": "createSpeech. This endpoint consumes 1 credits per call.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for text-to-speech generation using voice cloning",
                    "properties": {
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      },
                      "sample": {
                        "description": "URL or base64-encoded audio sample for voice cloning.",
                        "example": "<url> OR data:image/png;base64,...",
                        "type": "string"
                      },
                      "text": {
                        "description": "Text to convert to speech (max 100 words).",
                        "maxLength": 1000,
                        "minLength": 1,
                        "type": "string"
                      }
                    },
                    "required": [
                      "text",
                      "sample"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "createSpeech"
            },
            {
              "description": "createSpeechPreset. This endpoint consumes 1 credits per call.",
              "inputSchema": {
                "properties": {
                  "requestBody": {
                    "description": "Payload for text-to-speech generation using a voice preset",
                    "properties": {
                      "emotion": {
                        "description": "Emotion to apply to the speech.",
                        "enum": [
                          "Default",
                          "Happy",
                          "Sad",
                          "Angry",
                          "Fearful",
                          "Disgusted",
                          "Surprised",
                          "Neutral"
                        ],
                        "example": "Default",
                        "type": "string"
                      },
                      "language": {
                        "description": "Language code for the speech.",
                        "enum": [
                          "auto",
                          "English",
                          "Afrikaans",
                          "Arabic",
                          "Bulgarian",
                          "Catalan",
                          "Chinese",
                          "Chinese,Yue",
                          "Croatian",
                          "Czech",
                          "Danish",
                          "English",
                          "Filipino",
                          "Finnish",
                          "French",
                          "German",
                          "Greek",
                          "Hebrew",
                          "Hindi",
                          "Hungarian",
                          "Indonesian",
                          "Italian",
                          "Japanese",
                          "Korean",
                          "Malay",
                          "Norwegian",
                          "Nynorsk",
                          "Persian",
                          "Polish",
                          "Portuguese",
                          "Romanian",
                          "Russian",
                          "Slovak",
                          "Slovenian",
                          "Spanish",
                          "Swedish",
                          "Tamil",
                          "Thai",
                          "Turkish",
                          "Ukrainian",
                          "Vietnamese"
                        ],
                        "example": "auto",
                        "type": "string"
                      },
                      "request_id": {
                        "description": "Optional client-provided identifier for this request. Use this to retrieve results later via the results endpoint.",
                        "type": "string"
                      },
                      "text": {
                        "description": "Text to convert to speech (max 100 words).",
                        "maxLength": 1000,
                        "type": "string"
                      },
                      "voice_preset_id": {
                        "description": "Voice preset identifier.",
                        "enum": [
                          "Serious woman",
                          "Wise woman",
                          "Calm woman",
                          "Fast-paced woman",
                          "Calm young girl",
                          "Expressive teen girl",
                          "Calm teen girl",
                          "Sweet girl",
                          "Patient man",
                          "Determined man",
                          "Young elegant man",
                          "Teen boy",
                          "Friendly man",
                          "Deep voice man"
                        ],
                        "example": "Serious woman",
                        "type": "string"
                      }
                    },
                    "required": [
                      "text",
                      "voice_preset_id"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "requestBody"
                ],
                "type": "object"
              },
              "name": "createSpeechPreset"
            },
            {
              "description": "Retrieves recent API-generated image results",
              "inputSchema": {
                "properties": {
                  "request_id": {
                    "description": "Filter results by request_id",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "getImageResults"
            },
            {
              "description": "Retrieves recent API-generated spritesheet results",
              "inputSchema": {
                "properties": {
                  "request_id": {
                    "description": "Filter results by request_id",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "getSpriteResults"
            },
            {
              "description": "Retrieves recent API-generated video results",
              "inputSchema": {
                "properties": {
                  "request_id": {
                    "description": "Filter results by request_id",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "getVideoResults"
            },
            {
              "description": "Retrieves recent API-generated audio results",
              "inputSchema": {
                "properties": {
                  "request_id": {
                    "description": "Filter results by request_id",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "getAudioResults"
            },
            {
              "description": "Retrieves recent API-generated 3D model results",
              "inputSchema": {
                "properties": {
                  "request_id": {
                    "description": "Filter results by request_id",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "get3DModelResults"
            }
          ]
        }
      },
      "bad_protocol_status_code": 200,
      "delete_error": null,
      "delete_status_code": null,
      "expired_session_error": null,
      "expired_session_status_code": null,
      "issues": [
        "missing_session_id",
        "missing_protocol_header",
        "bad_protocol_not_rejected"
      ],
      "last_event_id_visible": false,
      "protocol_header_present": false,
      "requested_protocol_version": "2025-03-26",
      "session_id_present": false,
      "transport": "streamable-http"
    }
  },
  "remote_url": "https://mcp.ludo.ai/mcp",
  "server_card_payload": null,
  "server_identifier": "ai.ludo/game-assets"
}

Known versions

0.9.0

Validation history

7 day score delta

+0.0

30 day score delta

+0.0

Recent healthy ratio

100%

Freshness

605.0h

Timestamp	Status	Score	Latency	Tools
Apr 09, 2026 12:52:43 AM UTC	Healthy	72.2	1310.4 ms	21
Apr 08, 2026 12:49:36 AM UTC	Healthy	72.2	1306.0 ms	21
Apr 07, 2026 12:44:45 AM UTC	Healthy	72.2	1314.0 ms	21
Apr 06, 2026 12:41:40 AM UTC	Healthy	72.2	1351.2 ms	21
Apr 05, 2026 12:39:03 AM UTC	Healthy	72.2	1287.4 ms	21
Apr 04, 2026 12:37:01 AM UTC	Healthy	72.2	1272.8 ms	21
Apr 03, 2026 12:32:18 AM UTC	Healthy	72.2	1279.8 ms	21
Apr 02, 2026 12:20:28 AM UTC	Healthy	72.2	1273.2 ms	21

Validation timeline

Validated	Summary	Score	Protocol	Auth mode	Tools	Changes
Apr 09, 2026 12:52:43 AM UTC	Healthy	72.2	2025-03-26	public	21	none
Apr 08, 2026 12:49:36 AM UTC	Healthy	72.2	2025-03-26	public	21	none
Apr 07, 2026 12:44:45 AM UTC	Healthy	72.2	2025-03-26	public	21	none
Apr 06, 2026 12:41:40 AM UTC	Healthy	72.2	2025-03-26	public	21	none
Apr 05, 2026 12:39:03 AM UTC	Healthy	72.2	2025-03-26	public	21	none
Apr 04, 2026 12:37:01 AM UTC	Healthy	72.2	2025-03-26	public	21	none
Apr 03, 2026 12:32:18 AM UTC	Healthy	72.2	2025-03-26	public	21	none
Apr 02, 2026 12:20:28 AM UTC	Healthy	72.2	2025-03-26	public	21	none
Mar 31, 2026 11:43:25 PM UTC	Healthy	72.2	2025-03-26	public	21	none
Mar 30, 2026 11:34:37 PM UTC	Healthy	72.2	2025-03-26	public	21	none
Mar 29, 2026 11:21:40 PM UTC	Healthy	72.2	2025-03-26	public	21	none
Mar 28, 2026 10:03:11 PM UTC	Healthy	72.2	2025-03-26	public	21	none

Recent validation runs

Started	Status	Summary	Latency	Checks
Apr 09, 2026 12:52:41 AM UTC	Completed	Healthy	1310.4 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 08, 2026 12:49:35 AM UTC	Completed	Healthy	1306.0 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
Apr 07, 2026 12:44:43 AM UTC	Completed	Healthy	1314.0 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
Apr 06, 2026 12:41:38 AM UTC	Completed	Healthy	1351.2 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 05, 2026 12:39:01 AM UTC	Completed	Healthy	1287.4 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 04, 2026 12:37:00 AM UTC	Completed	Healthy	1272.8 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
Apr 03, 2026 12:32:17 AM UTC	Completed	Healthy	1279.8 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
Apr 02, 2026 12:20:26 AM UTC	Completed	Healthy	1273.2 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Mar 31, 2026 11:43:24 PM UTC	Completed	Healthy	1251.1 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
Mar 30, 2026 11:34:36 PM UTC	Completed	Healthy	1225.8 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