{"version":"0.1","servers":[{"name":"Alvys Product Expert","description":"Answers questions about Alvys using verified product knowledge. Alvys (alvys.com) is a cloud-based transportation management system (TMS) for carriers, brokers, and hybrid asset-based brokerages that centralizes the full quote-to-cash lifecycle — including dispatch, load management, billing, compliance, and reporting — in a single platform.","url":"https://api.getriff.ai/api/mcp/alvys","transport":{"type":"streamable-http","jsonResponse":true},"authentication":{"schemes":["none","apiKey"],"note":"Keyless access serves the read-only public toolset over human-verified published answers. The org's Discover API key (X-Discover-API-Key) unlocks the full toolset."},"tools":[{"name":"ask","description":"Ask a question about Alvys; returns a verified answer with confidence + source attribution (format='structured' for JSON)."},{"name":"search","description":"Semantic search over the verified knowledge base; returns {results: [{id, title, url}]}."},{"name":"fetch","description":"Fetch a verified answer's full text by id from search results."},{"name":"list_topics","description":"List available knowledge topics."},{"name":"get_overview","description":"Organization + knowledge base overview."},{"name":"feedback","description":"Signal whether an answer was useful (answer_id + verdict). Advisory telemetry for the humans who maintain the knowledge base — it never changes published content."}],"knowledgeBase":{"totalPublished":6,"topics":["general","integration"],"lastUpdated":"2026-06-24T20:15:27.867Z","verification":"All keyless answers are human-approved verified knowledge with source authority ranking."},"documentationUrl":"https://getriff.ai/answers/alvys","provider":{"organization":"RIFF","url":"https://getriff.ai"}}]}