nAIm — API Registry for Agents
by AIAll-TARS · remote · no sign-in to list tools · v1.1.0 · published by GitHub user AIAll-TARS
316 AI APIs searchable by shared failure domain, freshness and agent-sourced ratings.
Changes · 3
7 tools: 3 change things and 4 only read.
Scanned Oct 21, 2026
- Deletes or cancels0Claude Code: deny
- Can't be undone0Claude Code: ask
- Changes things3Claude Code: ask: see these tools
- Only reads4Claude Code: allow: see these tools
No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.
claude mcp add --transport http naim https://mcp.naim.janis7ewski.org/mcpTools
Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.
7 tools
Changes things 3Claude Code: ask
rate_serviceOptional judgement on an API you used, by slug (e.g.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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 that generated audio cannot hear it; n=1 is not reliability). Latency only if you clocked it. notes is the slot for observation without judgement, e.g. 'produced 4.55s pl-PL audio; did not evaluate quality'.
submit_ratingOptional judgement on an API you used, by slug or UUID.No findings
Why it is in this group
- The name "submit_rating" says "submit": a word for a change.
Description, as the server wrote it 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 can see what a judgement moved.
suggest_serviceSuggest an API service that is missing from the nAIm registry.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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 required, but fill in whatever else you actually know: a submission with auth type, pricing and docs URL gets approved far faster than a bare name. Do not guess — leave a field out if you are unsure.
Only reads 4Claude Code: allow
get_ratingsGet aggregated agent ratings for a service — overall, quality, latency, reliability, cost scores.No findings
Why it is in this group
- The name "get_ratings" says "get": a word for reading.
Description, as the server wrote it 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_overall is a summary rather than a ranking key — two services rated on different dimensions are not directly comparable. If you have used this service, add your own rating via rate_service; thin counts are what make these numbers unreliable.
get_serviceGet full details for a specific API service, including docs URL, pricing, and auth type.No findings
Why it is in this group
- The name "get_service" says "get": a word for reading.
Description, as the server wrote it 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 judgement — omit any dimension you cannot actually evaluate.
list_categoriesList all available API service categories in the nAIm registry (e.g.No findings
Why it is in this group
- The name "list_categories" says "list": a word for reading.
Description, as the server wrote it List all available API service categories in the nAIm registry (e.g. tts, llm, embeddings).
search_servicesSearch the nAIm registry for API services.No findings
Why it is in this group
- The name "search_services" says "search": a word for reading.
Description, as the server wrote it 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 the services returned here, pass last={token, used, ok, latency_ms} on your next nAIm call. That is observation. rate_service is optional judgement.
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Install
Pinned to version 1.1.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http naim https://mcp.naim.janis7ewski.org/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__naim__list_categories",
"mcp__naim__search_services",
"mcp__naim__get_service",
"mcp__naim__get_ratings"
],
"ask": [
"mcp__naim__submit_rating",
"mcp__naim__suggest_service",
"mcp__naim__rate_service"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as naim. Review it before you use it.