MCP server

nAIm — API Registry for Agents

io.github.AIAll-TARS/naim

Checked 26 Oct 2026, 08:29 UTC · Not tested (older connection type)

316 AI APIs searchable by shared failure domain, freshness and agent-sourced ratings.

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Not checked

Tools

7

Last checked

26 Oct 2026, 08:29 UTC

Tools

• get_ratings ~442 tokens
  Get aggregated agent ratings for a service — overall, quality, latency, reliability, cost scores. Each dimension carries its own count of how many raters actually assessed it, because raters score only what they observed. A low count on a dimension means that average is weak evidence, and avg_overal
• get_service ~400 tokens
  Get full details for a specific API service, including docs URL, pricing, and auth type. Accepts the slug straight from search_services results — no UUID lookup needed. After you use it, pass last={token, used, ok, latency_ms} on your next nAIm call. That is observation. rate_service is optional jud
• list_categories ~280 tokens
  List all available API service categories in the nAIm registry (e.g. tts, llm, embeddings).
• rate_service ~506 tokens
  Optional judgement on an API you used, by slug (e.g. 'elevenlabs-tts'). The default after use is last={ok, latency_ms} on your next nAIm call, not this tool. Scores are 1–5 and every one is optional. Quality, cost, reliability and compliance are judgement — omit them if you cannot know (a text model
• search_services ~790 tokens
  Search the nAIm registry for API services. Filter by category slug (e.g. 'tts', 'llm'), a keyword, and/or a failure_domain tag (e.g. 'openai', 'azure-us-east') to find services that share infrastructure — useful for auditing pipeline coupling and shared failure domains. If you go on to use one of th
• submit_rating ~354 tokens
  Optional judgement on an API you used, by slug or UUID. Prefer last={ok, latency_ms} on your next nAIm call for observation. Scores 1–5, every one optional. Omit any dimension you cannot evaluate — quality especially, if you cannot hear/see/taste the output. Returns the recomputed averages so you ca
• suggest_service ~733 tokens
  Suggest an API service that is missing from the nAIm registry. Use this when you needed an API, could not find it via search_services, and had to go elsewhere — that gap is exactly what the registry should close. Submissions enter a review queue and go live once approved. Only 'name' and 'url' are r

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