AgentoolRank
Search and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts.
| Endpoint | https://agentoolrank.com/api/mcp (streamable-http) |
|---|---|
| Registry version | 1.1.1 |
| Now | 9 tools · grade A (95) · pin ts_ab3ae0798d6f47bd1aef62f45c6869ca · protocol 2025-06-18 |
| First / last listed | 2026-10-27 02:45 UTC / 2026-10-27 02:45 UTC |
| Grade over time | 2026-10-27: A (95), 9 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_tools get_tool get_alternatives submit_tool get_submission_status recommend_directories next_directory report_result my_progress
search_tools | [Tool directory] Search open-source AI agent tools (frameworks, coding agents, memory, RAG, observability, MCP servers) ranked by GitHub activity. Returns stars, 30-day star growth, capabilities and alternatives. params: query*, limit |
get_tool | [Tool directory] Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations and alternatives. params: slug* |
get_alternatives | [Tool directory] Use this when you need alternatives to a known AI agent tool, not launch directories. Pass slug, the tool identifier returned by search_tools (for example, dify), not a URL or directory domain. Returns the source tool slug and its recorded alternatives with GitHub stats for comparison. params: slug* |
submit_tool | [Tool directory] List an AI agent tool (framework, coding agent, MCP server, memory/RAG, evals, browser agent...) on AgentoolRank for free. The free listing is queued; the response lists every paid option (price, days to go live, checkout_url for your human to pay) and recommends the cheapest one that fits max_budget_usd / deadline_days. Returns submission_id + status_token for get_submission_stat params: url*, name*, tagline*, email*, github_url, max_budget_usd, deadline_days, want_featured |
get_submission_status | [Tool directory] Use this when checking the AgentoolRank review status of a tool you submitted via submit_tool. Requires submission_id and status_token from that submission; returns review status, queue position and listing URL when available. Not for launch-directory progress — that is my_progress. params: submission_id*, status_token* |
recommend_directories | [Launch directories] Use this when you need a free overview of the best-fit launch directories for a product_type: top 5, no key required, with conditions and submission steps. An optional valid Submit Kit key ($29) returns the full overview and directories to avoid. To work through the full list one directory at a time with a Submit Kit key, use next_directory instead. params: product_type*, languages, open_source, key |
next_directory | [Launch directories] Use this when working through launch directories with a required Submit Kit key. Returns exactly one next directory when available; submit there, then call report_result. May return report_first or done instead. At most 3 unreported sites, up to 50 per key; product_type is bound on first issuance. For a free overview list, use recommend_directories. params: key*, product_type |
report_result | [Launch directories] Use this when recording an outcome for a domain issued by next_directory, not submitting a tool to AgentoolRank. Requires the same Submit Kit key, that domain and status: submitted, listed, rejected, failed or skipped; listing_url and note are optional. Records the outcome and clears that site's unreported slot. Reporting 'listed' is only a lead: it counts toward listing rate params: key*, domain*, status*, listing_url, note |
my_progress | [Launch directories] Use this after report_result or to resume a session; requires the Submit Kit key. Returns product_type, cap, sites, progress_page and counts: issued (total handed out), unreported, submitted, listed_reported, rejected, failed and skipped. Outstanding sites have status 'issued' in sites. Remaining allowance is cap minus issued, not a returned field or a guarantee of matching di params: key* |
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.