{"entries":[{"identifier":"urn:air:foundaree.com:mcp:foundaree","displayName":"Foundaree MCP Server","type":"application/mcp-server-card+json","url":"https://foundaree.com/mcp","description":"Model Context Protocol server for searching and retrieving public Foundaree profiles. Provides search_people (free-text plus structured filters: location, area, workType (local_service = blue-collar, hands-on work; professional = white-collar work), category, availability, skills, lookingFor), match_people (rank profiles against a list of required skills; partial matches are scored, not dropped) and get_person (full public profile by username) tools. Open access: no credential is needed; requests are rate limited.","representativeQueries":["Find a postgres engineer in Berlin","Find an electrician in Kochi who can come today","Who is [username] and what are their skills?","Find people open to cofounder roles","Who best fits a React plus PostgreSQL co-founder need?"],"capabilities":["search_people","match_people","get_person","people-search","requirement-matching","profile-retrieval"],"tags":["mcp","people","profiles","search","foundaree"],"trustManifest":{"identity":"https://foundaree.com","identityType":"https"}},{"identifier":"urn:air:foundaree.com:api:people","displayName":"Foundaree People Discovery","type":"application/ld+json","url":"https://foundaree.com/api/search/people","description":"Search and discover public people profiles on Foundaree. GET with query parameters: q (optional free-text across name, headline, bio, location, skills, experiences, projects; alias: query), location (case-insensitive substring; alias: city), area (neighbourhood within the city; case-insensitive substring), workType (one of: local_service, professional; case-insensitive; local_service = blue-collar, hands-on work such as trades, repairs, driving and care; professional = white-collar, office and professional work), category (comma-separated trades or professions such as electrician, carpenter, driver, developer, or repeat the parameter; profile matches ANY), availability (one of: available, open_to_offers, not_looking, unspecified; case-insensitive), skills (comma-separated skill names, or repeat the parameter; profile must have ALL), lookingFor (comma-separated intent keywords, or repeat the parameter; profile must have ALL), limit (1-50, default 20), offset (default 0). All supplied filters combine with AND semantics and only profiles with public visibility are ever returned. At least one search parameter is required; empty values are ignored; unknown parameters are rejected with 400 and the error lists the accepted parameters.","representativeQueries":["Find product engineers in San Francisco","Search for data scientists open to offers","Find an available AI/ML engineer in Bangalore open to co-founder roles","Find designers available for freelance","Find a carpenter or driver in Kochi available today"],"capabilities":["people-search","profile-search","skill-search","location-search"],"tags":["people","profiles","search","discovery","foundaree"],"trustManifest":{"identity":"https://foundaree.com","identityType":"https"}},{"identifier":"urn:air:foundaree.com:api:match","displayName":"Foundaree Requirement Matching","type":"application/ld+json","url":"https://foundaree.com/api/match/people","description":"Rank public people profiles on Foundaree against a requirement — who fits a co-founder need, a role, or a job to be done. GET with query parameters: skills (comma-separated required skill names, or repeat the parameter; required unless q is given), q (free-text description of the need; alias: query; when skills is absent the skill terms are derived from it, and it also narrows candidates by full text), location (case-insensitive substring; alias: city), area (neighbourhood within the city; case-insensitive substring), workType (one of: local_service, professional; case-insensitive; local_service = blue-collar, hands-on work; professional = white-collar work), category (comma-separated trades or professions; profile matches ANY), availability (one of: available, open_to_offers, not_looking, unspecified; case-insensitive), lookingFor (comma-separated intent keywords; profile must have ALL), limit (1-50, default 20), offset (default 0). location, area, workType, category, availability and lookingFor are hard filters combined with AND semantics; the skills do NOT filter, they score: score = matched skills divided by required skills (0-1, two decimals), where a skill the profile lists counts 1 and a term found in the profile's category or lookingFor counts 0.5. A profile with 3 of 5 skills still appears, ranked below one with 5; ties break on availability (available, then open_to_offers), then most recently updated. Each item carries person, score, matchedSkills and missingSkills; the response also lists requiredSkills and total (scored candidates). Profiles matching no skill are excluded unless nobody matches, in which case the filtered set is returned with score 0 and fallback: true. Only profiles with public visibility are ever returned; empty values are ignored; unknown parameters are rejected with 400 and the error lists the accepted parameters.","representativeQueries":["Find a co-founder who knows React and PostgreSQL in Bengaluru","Who can rewire a kitchen in Kochi this week?","Rank designers by how well they match these skills","Who fits a senior Kubernetes and Go role that is open to offers?","Which available electricians in Kakkanad match this job?"],"capabilities":["requirement-matching","skill-matching","people-search","candidate-ranking","cofounder-matching"],"tags":["matching","people","skills","ranking","hiring","cofounder","foundaree"],"trustManifest":{"identity":"https://foundaree.com","identityType":"https"}},{"identifier":"urn:air:foundaree.com:api:organizations","displayName":"Foundaree Organization Discovery","type":"application/ld+json","url":"https://foundaree.com/api/search/organizations","description":"Search and discover public organizations on Foundaree. Find startups, companies, teams, and other entities that post opportunities.","representativeQueries":["Find startups hiring engineers","Search for AI companies on Foundaree","What organizations are posting jobs?","Find YC companies with open roles","Search for remote-first startups"],"capabilities":["organization-search","org-search","company-search"],"tags":["organizations","companies","search","discovery","foundaree"],"trustManifest":{"identity":"https://foundaree.com","identityType":"https"}},{"identifier":"urn:air:foundaree.com:api:opportunities","displayName":"Foundaree Opportunity Discovery","type":"application/ld+json","url":"https://foundaree.com/api/search/opportunities","description":"Search and discover public opportunities on Foundaree. Find jobs, cofounder searches, freelance gigs, internships, advisory roles, and projects.","representativeQueries":["Find cofounder opportunities in AI","Search for remote engineering jobs","What freelance design gigs are available?","Find internship opportunities at startups","Search for advisory roles in fintech"],"capabilities":["opportunity-search","job-search","cofounder-search","freelance-search"],"tags":["opportunities","jobs","search","discovery","foundaree"],"trustManifest":{"identity":"https://foundaree.com","identityType":"https"}},{"identifier":"urn:air:foundaree.com:api:profiles","displayName":"Foundaree Public Profile Resolution","type":"application/ld+json","url":"https://foundaree.com/api/people/{username}","description":"Resolve any public Foundaree profile by username. Returns structured person data including skills, experiences, projects, availability, and social links.","representativeQueries":["Get [username] profile from foundaree","Look up a user on foundaree","Fetch user profile by username","Retrieve full profile for a foundaree user"],"capabilities":["profile-resolution","user-lookup","person-retrieval"],"tags":["profiles","resolution","lookup","foundaree"],"trustManifest":{"identity":"https://foundaree.com","identityType":"https"}}]}