{"serverId":"mcp-registry/app.founderhood/founderhood","tools":[{"name":"get_founder","fixed":{"name":"get_founder","description":"Fetch one approved listing by its URL slug, including open_to_cofounder and cofounder_note. heard_from is not returned.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["slug"],"properties":{"slug":{"type":"string","minLength":1,"description":"Business slug from the listing URL"}}},"annotations":{"readOnlyHint":true},"title":"Get founder listing"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":104,"tokensAfter":104},{"name":"list_cities","fixed":{"name":"list_cities","description":"List cities with approved founder listings and counts.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{}},"annotations":{"readOnlyHint":true},"title":"List cities"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":55,"tokensAfter":55},{"name":"search_founders","fixed":{"name":"search_founders","description":"Search approved Founderhood listings by city, country, category, keyword, or cofounder opt-in. Each result includes open_to_cofounder and cofounder_note. heard_from is not returned.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"city":{"type":"string","description":"Full city name, case-insensitive"},"query":{"type":"string","description":"Keyword search across name, description, location"},"country":{"type":"string","description":"Full country name, case-insensitive"},"category":{"enum":["saas","ecommerce","agency","marketplace","dev-tools","ai","content","education","fintech","mobile-apps","community","other"],"type":"string"},"open_to_cofounder":{"type":"boolean","description":"When set, only approved listings with this cofounder opt-in value"}}},"annotations":{"readOnlyHint":true},"title":"Search founders"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":239,"tokensAfter":239},{"name":"submit_listing","fixed":{"name":"submit_listing","description":"Submit a new business for human review. Same validation and rate limits as POST /api/submit. Accepts open_to_cofounder, cofounder_note, and optional heard_from (stored as mcp when omitted). heard_from is stored for admin review only. Requires founder consent. A website host that is already listed or under review is rejected; the error includes slug only when that listing is approved. Only submit businesses that meet the listing criteria: An online business you run: a product, SaaS, app or servic","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["business_name","description","category","country","website"],"properties":{"city":{"type":"string"},"email":{"type":"string","format":"email","pattern":"^(?!\\.)(?!.*\\.\\.)([A-Za-z0-9_'+\\-\\.]*)[A-Za-z0-9_+-]@([A-Za-z0-9][A-Za-z0-9\\-]*\\.)+[A-Za-z]{2,}$"},"country":{"type":"string","minLength":2},"twitter":{"type":"string"},"website":{"type":"string","format":"uri"},"category":{"enum":["saas","ecommerce","agency","marketplace","dev-tools","ai","content","education","fintech","mobile-apps","community","other"],"type":"string"},"linkedin":{"type":"string","format":"uri"},"heard_from":{"type":"string","maxLength":200,"description":"Optional. How the founder heard about Founderhood. If omitted, stored as \"mcp\". Preferred values: x, directory_list:<short text> (bare directory_list is still accepted), google, ai_assistant, friend, reddit, newsletter, or other:<short text>. Admin-only; never returned by search_founders or get_founder."},"description":{"type":"string","maxLength":500,"minLength":20},"founder_name":{"type":"string","maxLength":100},"business_name":{"type":"string","maxLength":100,"minLength":2},"cofounder_note":{"type":"string","maxLength":300,"description":"Short note for cofounder search (if open)"},"open_to_cofounder":{"type":"boolean","description":"Mark founder as open to finding a cofounder"}}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false},"title":"Submit listing"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: false (inferred from the name).","verify":true}],"tokensBefore":550,"tokensAfter":550}],"toolsChanged":4,"tokensSaved":0,"todo":[{"tool":"search_founders","params":["category"]},{"tool":"submit_listing","params":["city","email","country","twitter","website","category","linkedin","description","founder_name","business_name"]}],"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."}