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Returns name, description, long intro, summary, features, use cases, pros and cons, when to choose or skip it, compatibility, install command, license, stars, last update date, tags, rank_score, website and GitHub URL. Fields that were never filled in are omitted. Returns an isError result if no tool has that id; use search_tools to find the right id.","inputSchema":{"type":"object","properties":{"id":{"type":"string","description":"Tool id exactly as returned by search_tools or get_trending, usually \"<github-owner>-<repo>\", e.g. \"hangwin-mcp-chrome\"."}},"required":["id"]},"annotations":{"readOnlyHint":true,"openWorldHint":false},"definitionHash":"b209acac309b0f9d5672de9ae038e7fd70822c6ac968e1db5d28ae14f58622f3","schemaStatus":"valid","origin":"official-registry","observedAt":"2026-11-02T09:46:14.374Z","metadataTrust":"untrusted"},{"serverName":"app.agentindex/agentindex","endpointFingerprint":"8f21668a1e70a1d06384fd1e53b22acbd8cebe2e2adc22d91db0a47b943a5768","name":"get_trending","title":"Get top-ranked tools","description":"Get the highest-ranked tools across the whole AgentIndex directory, for questions like \"what are the best/most popular open-source AI tools right now\". Ranking is by rank_score (0-100), which combines GitHub stars, how recently the repository was updated and the quality of its documentation; it is not a weekly-growth chart. Use search_tools instead when the user needs a specific kind of tool. Returns an array of {id, name, category, description, stars, rank_score, ai_tags, website, github_url}.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","minimum":1,"maximum":50,"default":10,"description":"Number of tools to return (1-50, default 10)."}}},"annotations":{"readOnlyHint":true,"openWorldHint":false},"definitionHash":"6019d3717d862c4c76cc42063cfddf28e8b58cd74a39e6c0c5792f5d74749e25","schemaStatus":"valid","origin":"official-registry","observedAt":"2026-11-02T09:46:14.374Z","metadataTrust":"untrusted"},{"serverName":"app.agentindex/agentindex","endpointFingerprint":"8f21668a1e70a1d06384fd1e53b22acbd8cebe2e2adc22d91db0a47b943a5768","name":"list_categories","title":"List categories","description":"List every category in the AgentIndex directory with the number of tools in it, largest first. Call this before using the category filter of search_tools to get valid names, or to give the user an overview of the directory. Returns an array of {category, count}. Takes no arguments.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true,"openWorldHint":false},"definitionHash":"b9540ab451285467b0e54f38377ca992ead33af66b5021708abab8016db43ae0","schemaStatus":"valid","origin":"official-registry","observedAt":"2026-11-02T09:46:14.374Z","metadataTrust":"untrusted"},{"serverName":"app.agentindex/agentindex","endpointFingerprint":"8f21668a1e70a1d06384fd1e53b22acbd8cebe2e2adc22d91db0a47b943a5768","name":"search_tools","title":"Search tools","description":"Find AI agents, MCP servers and AI developer tools in the AgentIndex directory by keyword and/or category. Use this when the user describes a need (\"MCP server for Postgres\", \"browser automation agent\"); use get_trending instead to browse the best tools without a query. Every keyword must appear (case-insensitive) in the name, description, tags or category. Results are ordered by rank_score, highest first. Returns an array of {id, name, category, description, stars, website, github_url, tags, rank_score}; an empty array means no match, so retry with fewer or broader keywords. Pass an id to get_tool_detail for features, use cases and the install command.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"Space-separated keywords, all of which must match, e.g. \"postgres mcp\" or \"browser automation\". Omit to list the top tools of a category."},"category":{"type":"string","description":"Exact category name from list_categories (case-insensitive), e.g. \"Browser Automation\" or \"RAG / Knowledge Base\". 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Check with search_tools first that the tool is not already listed. Returns {success, message, github_url}, or an isError result if the URL is not a GitHub repository URL or the submission service is unavailable.","inputSchema":{"type":"object","properties":{"github_url":{"type":"string","pattern":"^https://github\\.com/[^/\\s]+/[^/\\s]+/?$","description":"Repository URL in the form https://github.com/<owner>/<repo>, e.g. https://github.com/modelcontextprotocol/servers."},"email":{"type":"string","format":"email","description":"Optional address that receives an email when the review is done. 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