Find a free, ready-made AI agent for a task in the open agent registry (RAR).
| Endpoint | https://api.airaptr.com/finder/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 5 tools · grade A (99) · pin ts_0e48085e412e739a51c904788956f4f4 · protocol 2025-06-18 |
| First / last listed | 2026-10-26 02:57 UTC / 2026-10-26 02:57 UTC |
| Grade over time | 2026-10-26: A (99), 5 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: find_agents get_agent_code use_agent_here how_to_run_agent request_service
find_agents | Searches the open agent registry (about 1,700 single-file agents) for agents that already do what the user wants, for example when they ask 'is there an AI tool for...' or want a ready-made automation instead of building one. Use it before building from scratch, or when the user asks whether an agent exists for a task. params: query*, limit |
get_agent_code | Returns the full source of one agent from the registry, by its name (e.g. @bill/neuron_agent), so it can be read or adapted. params: name* |
use_agent_here | Use this right after an agent passes check_agent, or whenever the user wants to try an agent. Returns a short Python runner so you can run the agent in this chat with your own Python tool on the user's own data (pasted text, an uploaded spreadsheet, a list). Nothing to install. If Python is unavailable, apply the agent's logic yourself by reading its code. Ask the user for their real data, run the params: filename |
how_to_run_agent | Optional, for later: how to keep an agent running on the user's own computer with the free Brainstem. Only offer this after the user has used the agent in the chat and wants to keep it. params: os, filename |
request_service | Use when the person wants something none of these tools can do and says yes to passing the request on. Records only the request text they agree to send (no name or contact). Ask before calling it. params: request* |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.