{"serverId":"mcp-registry/top.toolboxes/ai-tools-directory","tools":[{"name":"directory_stats","fixed":{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":67,"tokensAfter":67},{"name":"find_free_ai_tools","fixed":{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tier facts are auto-extracted and unverified.","inputSchema":{"type":"object","properties":{"limit":{"type":"number","description":"Max results (default 20, max 100)."},"department":{"type":"string","description":"Optional department filter."},"has_free_plan":{"type":"boolean","description":"Only tools with a free plan / free tier / free forever."},"has_api_on_free":{"type":"boolean","description":"Only tools with API access on the free tier."},"requires_no_credit_card":{"type":"boolean","description":"Only tools whose vendor page explicitly says no credit card is required."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":219,"tokensAfter":219},{"name":"get_ai_tool","fixed":{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy).","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string","description":"Tool name, e.g. \"ChatGPT\"."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":70,"tokensAfter":70},{"name":"list_departments","fixed":{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":48,"tokensAfter":48},{"name":"search_ai_tools","fixed":{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and description.","inputSchema":{"type":"object","properties":{"limit":{"type":"number","description":"Max results (default 20, max 100)."},"query":{"type":"string","description":"Free text matched against tool name, description and tags (e.g. \"video editing\", \"invoice\")."},"pricing":{"enum":["free","freemium","paid"],"type":"string","description":"Filter by pricing tier."},"department":{"type":"string","description":"Department id, e.g. marketing, design, dev, finance, legal, healthcare. Call list_departments for the full list."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":206,"tokensAfter":206}],"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."}