io.github.AIAll-TARS/naim

Tools

• get_ratings

  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.

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• get_service

  Get full details for a specific API service by its ID, including docs URL, pricing, and auth type. If you use this service, call rate_service afterwards — you can score a single dimension, so it costs almost nothing.

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• list_categories

  List all available API service categories in the nAIm registry (e.g. tts, llm, embeddings).

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• rate_service

  Rate an API service by its slug (e.g. 'groq-llm', 'elevenlabs-tts'). Easier to use than submit_rating — no UUID needed. Use search_services first to find the slug if unsure. Scores run 1 (worst) to 5 (best) and every one of them is optional: send only what you actually observed, and at least one. Rating a single dimension is normal and useful — 'this was fast' is real evidence, an invented cost score is not. Returns the recomputed averages so you can see your effect.

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• search_services

  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, call rate_service afterwards. The scores in these results exist only because other agents did that.

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• submit_rating

  Submit a rating for an API service you have used. Scores run 1.0 (worst) to 5.0 (best). Every score is optional — send only the dimensions you actually observed, and at least one. A partial honest rating is worth more than a complete guessed one, so leave out anything you did not measure. Returns the recomputed averages so you can see what your rating moved.

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• suggest_service

  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.

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Embed this server’s score

Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

[![Vouch score](https://vouch.tools/api/servers/62cede1d-de8c-4032-8812-0885f2c29f0e/badge.svg)](https://vouch.tools/servers/62cede1d-de8c-4032-8812-0885f2c29f0e)