{"server":{"name":"com.agentoolrank/agent-tools","title":"AgentoolRank","$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","remotes":[{"url":"https://agentoolrank.com/api/mcp","type":"streamable-http"}],"version":"1.1.1","repository":{"url":"https://github.com/agent-gigmole/agentoolrank-mcp","source":"github"},"websiteUrl":"https://agentoolrank.com/agents","description":"Search and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts."},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","isLatest":true,"updatedAt":"2026-10-05T21:02:00.603716Z","publishedAt":"2026-10-05T21:02:00.603716Z","statusChangedAt":"2026-10-05T21:02:00.603716Z"},"dev.protogrid/connectability":{"class":"R0","autonomous":true,"human_steps":[],"preferred":{"kind":"remote","idx":0},"remotes":[{"idx":0,"url":"https://agentoolrank.com/api/mcp","transport":"streamable-http","templated":false,"headers":[],"auth":{"type":"none","location":null,"secret_name":null,"oauth":null},"protocol":{"supported_versions":["2025-06-18"],"stateless":true},"health":{"reachable":true,"uptime_30d":1,"latency_ms_p50":677,"consecutive_failures":0,"last_probe_at":"2026-10-19T20:05:52.792Z","last_ok_at":"2026-10-19T20:05:52.792Z"}}],"packages":[]},"dev.protogrid/tools":[{"name":"get_alternatives","title":null,"description":"[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.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"},{"name":"get_submission_status","title":null,"description":"[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.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"},{"name":"get_tool","title":null,"description":"[Tool directory] Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations and alternatives.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"},{"name":"my_progress","title":null,"description":"[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 directories. Not for AgentoolRank listing review status — that is get_submission_status.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"},{"name":"next_directory","title":null,"description":"[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.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"},{"name":"recommend_directories","title":null,"description":"[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.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"},{"name":"report_result","title":null,"description":"[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 only after our daily check finds it live.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"},{"name":"search_tools","title":null,"description":"[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.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"},{"name":"submit_tool","title":null,"description":"[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_status, and message_for_human: a summary to forward to your human.","annotations":null,"source":"probe","observed_at":"2026-10-19T20:05:52.792Z"}],"dev.protogrid/trust":{"score":96,"components":{"hygiene":100,"liveness":100,"freshness":100,"provenance":85},"drivers":["+repository","+dns-namespace","+website","+reachable","+uptime-100%","+updated-14d-ago"],"flags":[],"blocked":false,"computed_at":"2026-10-19T22:06:09.911Z","disclaimer":"Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed."},"dev.protogrid/quality":{"score":63,"label":"needs work","components":{"auth":null,"hygiene":71,"protocol":75,"stability":25,"dependencies":null},"checks":[{"id":"protocol.modern","detail":"newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28","status":"warn","category":"protocol"},{"id":"protocol.stateless","detail":"only applies to 2026-07-28 servers","status":"na","category":"protocol"},{"id":"protocol.transport","detail":"streamable HTTP","status":"pass","category":"protocol"},{"id":"protocol.list_ttl","detail":"only applies to 2026-07-28 servers","status":"na","category":"protocol"},{"id":"auth.prm","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.as_metadata","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.cimd","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.secret_in_url","detail":"no templated URL","status":"na","category":"auth"},{"id":"tools.descriptions","detail":"every tool has a description","status":"pass","category":"hygiene"},{"id":"tools.description_length","detail":"descriptions are concise","status":"pass","category":"hygiene"},{"id":"tools.schemas","detail":"every tool has an object input schema","status":"pass","category":"hygiene"},{"id":"tools.annotations","detail":"no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones","status":"fail","category":"hygiene"},{"id":"tools.directory_hints","detail":"no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_tools (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); submit_tool (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); recommend_directories (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …","status":"fail","category":"hygiene"},{"id":"tools.token_cost","detail":"about 1,407 tokens to load every tool","status":"pass","category":"hygiene"},{"id":"tools.api_dump","detail":"tools are not a one-to-one API dump","status":"pass","category":"hygiene"},{"id":"stability.changes","detail":"16 tool changes in 30 days","status":"warn","category":"stability"},{"id":"stability.rug_pull","detail":"6 tools kept their name but changed most of their description in 30 days; review before trusting them","status":"fail","category":"stability"},{"id":"deps.known_vulns","detail":"no npm or PyPI package","status":"na","category":"dependencies"},{"id":"deps.mcp_sdk_version","detail":"no npm or PyPI package","status":"na","category":"dependencies"},{"id":"deps.resolvable","detail":"no npm or PyPI package","status":"na","category":"dependencies"}],"drivers":["-tools.annotations","-tools.directory_hints","-stability.rug_pull","~protocol.modern","~stability.changes"],"flags":[],"tool_count":9,"token_estimate":1407,"tools_hash":"822088af04c33370346e5fb270c8d311","tools_changed_at":"2026-10-06T03:00:15.659Z","computed_at":"2026-10-19T22:14:06.215Z","disclaimer":"Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed."},"dev.protogrid/identity":{"canonical_id":"com.agentoolrank/agent-tools","aliases":[],"alias_count":0,"repository_key":"github:agent-gigmole/agentoolrank-mcp","owner":{"verified":false,"method":null,"since":null}}},"next_actions":[{"action":"list_tools","description":"Every current tool with input schemas","href":"/v1/servers/com.agentoolrank%2Fagent-tools/tools","arguments":{"name":"com.agentoolrank/agent-tools"}},{"action":"get_connection","description":"Minimal connection block for the preferred remote or package","href":"/v1/servers/com.agentoolrank%2Fagent-tools/connection?target=mcpServers","arguments":{"name":"com.agentoolrank/agent-tools","target":"mcpServers"}},{"action":"search","description":"Find other servers by intent","href":"/v1/search?q={query}","arguments":{"q":"{query}"}}]}