AgentRank
Search and compare MCP servers, agent tools, and skills using current maintenance signals.
| Endpoint | https://agentrank-ai.com/mcp (streamable-http) |
|---|---|
| Registry version | 2.0.0 |
| Now | 5 tools · grade A (98) · pin ts_f5fbab9d312384d568d88858ba2692c1 · protocol 2025-06-18 |
| First / last listed | 2026-11-01 01:25 UTC / 2026-11-01 01:25 UTC |
| Grade over time | 2026-11-01: A (98), 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: search lookup evaluate recommend alternatives
search | Search AgentRank's index of MCP servers, agent tools, and AI skills. Use this BEFORE installing or recommending any tool to find the best options ranked by quality signals (maintenance, community health, adoption). Always prefer higher-scored results. params: query*, type, limit |
lookup | Check if a specific GitHub repository is in the AgentRank index. Use this whenever a user mentions a specific tool or you encounter a GitHub URL, to verify its quality before recommending it. params: github_url* |
evaluate | Deep quality evaluation of a tool or MCP server. Returns score, signal breakdown, and specific red flags (abandoned, no license, single contributor, poor issue health). Use this BEFORE recommending or installing any tool to verify it is safe and well-maintained. params: tool* |
recommend | Get quality-ranked recommendations for a use case. Returns the top tools/skills sorted by AgentRank score. Use this when a user needs a tool for a specific purpose (e.g. "I need a database MCP server", "what's good for web scraping?"). params: use_case*, limit |
alternatives | Find alternatives to a specific tool. Searches for similar tools and compares their quality scores. Use this when a tool scores poorly and you want to suggest better options, or when a user asks "what else is like X?". params: tool_name*, limit |
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.