{"serverId":"mcp-registry/com.brofindai/brofindai","tools":[{"name":"get_tool_details","fixed":{"name":"get_tool_details","description":"Get full details of a specific AI tool by its slug identifier (e.g. 'chatgpt', 'midjourney'). Returns name, description, URL, category, pricing, votes, and metadata.","inputSchema":{"type":"object","required":["slug"],"properties":{"slug":{"type":"string","description":"The tool's slug identifier (lowercase, hyphenated)"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":103,"tokensAfter":103},{"name":"list_categories","fixed":{"name":"list_categories","description":"List all AI tool categories in the BroFindAI directory with the number of tools in each category.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":53,"tokensAfter":53},{"name":"list_mcp_servers","fixed":{"name":"list_mcp_servers","description":"Browse the BroFindAI MCP (Model Context Protocol) servers directory. Filter by category or search by keyword.","inputSchema":{"type":"object","properties":{"limit":{"type":"number","description":"Maximum results to return (default 10, max 50)"},"query":{"type":"string","description":"Search keyword for MCP server name, description, or tags"},"category":{"type":"string","description":"Filter by MCP server category (e.g. 'Databases', 'Browser Automation')"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":140,"tokensAfter":140},{"name":"list_tags","fixed":{"name":"list_tags","description":"List every tag and platform in use across the directory with tool counts, plus how many tools have a known/unknown API and open-source status. Call this to discover valid filter values for search_ai_tools.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":81,"tokensAfter":81},{"name":"search_ai_tools","fixed":{"name":"search_ai_tools","description":"Search the BroFindAI directory of 880+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata.","inputSchema":{"type":"object","properties":{"api":{"type":"boolean","description":"true = only tools with a confirmed public API; false = only tools confirmed to have none. Tools where this is unknown are excluded either way."},"tags":{"type":"array","items":{"type":"string"},"description":"Only tools carrying ALL of these tags (e.g. ['coding','autocomplete']). Call list_tags for the vocabulary."},"limit":{"type":"number","description":"Maximum results to return (default 10, max 50)"},"query":{"type":"string","description":"Search keyword (matches name, tagline, description, and tags)"},"pricing":{"enum":["Free","Freemium","Paid"],"type":"string","description":"Filter by pricing model"},"category":{"type":"string","description":"Filter by category: 'Writing & Content', 'Coding & Dev Tools', 'Image Generation', 'Chatbots & Assistants', 'SEO & Marketing', 'Video', 'Audio & Voice', 'Business', 'Research', 'Data & Analytics', 'Other'"},"platform":{"enum":["Web","Windows","Mac","Linux","iOS","Android","Browser Extension","VS Code","CLI","Self-Hosted"],"type":"string","description":"Only tools available on this platform"},"opensource":{"type":"boolean","description":"true = only confirmed open-source tools; false = only confirmed proprietary. Tools where this is unknown are excluded either way."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":430,"tokensAfter":430}],"toolsChanged":5,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}