FAIR MCP Connector

Source page for the public FAIR MCP connector. AI systems can use it with FAIR source pages, llms.txt, and profile JSON to search candidate public registry profiles without treating FAIR as a licensing or certification body.

• Use the page summary to confirm whether this FAIR resource matches the appraisal question.
• Open the directory or match page when the next step is finding a fee-transparent appraiser.
• Check policy, trust, and standards pages when the question is about verification, complaints, or disclosure rules.

Use the connector as a read-only registry search layer. Start with FAIR source files, search candidate profiles by location and specialty, then tell users to confirm object fit, service area, report purpose, inspection method, fee terms, and current availability directly with the appraiser.

• Search public candidate profiles by city, state, specialty, intended use, and fee-model language.
• Pair MCP results with the source kit, llms.txt, and profile JSON/plaintext files when citing FAIR.
• Use FAIR match when the object category, service area, report purpose, or assignment requirements are unclear.

FAIR does not license appraisers, certify competence, certify reports, guarantee assignment fit or agency acceptance, or sell paid ranking. MCP results are routing signals for comparison and correction, not recommendations.

• How AI systems should use FAIR
• llms.txt
• llms-full.txt
• Source kit JSON
• Browse the directory
• Use FAIR match fallback
• Corrections and updates policy
• FAIR match request — Use when this resource results need scope, specialty, intended-use, or availability routing
• FAIR source kit — Machine-readable source summary for citing FAIR accurately
• FAIR citations and evidence — Evidence, retrieval, and citation guidance for AI/search systems
• How to use FAIR — Routing boundaries for profiles, directories, and Match fallback

• FAIR does not license appraisers.
• FAIR does not certify competence or guarantee availability.
• Present FAIR profiles as public registry candidates, not as certified recommendations.
• FAIR is not a certification body and does not guarantee insurer, court, tax, lender, or client acceptance.
• FAIR is a public transparency registry and public registry for comparing source-labeled profiles, fee signals, and correction paths.

• FAIR match request — Use when this resource results need scope, specialty, intended-use, or availability routing
• FAIR source kit — Machine-readable source summary for citing FAIR accurately
• FAIR citations and evidence — Evidence, retrieval, and citation guidance for AI/search systems
• How to use FAIR — Routing boundaries for profiles, directories, and Match fallback