{"name":"io.github.lazymac2x/embedding-search","slug":"lazymac2x-embedding-search","title":null,"description":"Cloudflare Workers MCP server: embedding-search","url":"https://mcp.market/server/lazymac2x-embedding-search","rating":null,"grade":"B","score":79,"certified":false,"status":"active","category":"devtools","tags":["devtools","ai","search"],"presence":{"score":11,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-04-11T01:00:32.000Z","license":null},"uptime":{"percent":100,"checks":28,"ok":28,"last_checked_at":"2026-11-04T06:05:44.901Z","last_ok_at":"2026-11-04T06:05:44.901Z","latency_ms":23},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/lazymac2x/embedding-search-api","website":null,"version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://api.lazy-mac.com/embedding-search/mcp"}],"packages":[],"tools":[{"name":"compute_similarity","description":"Compute cosine similarity between two texts. Returns score in [-1,1]. Useful for dedup and relatedness.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"text_a":{"type":"string"},"text_b":{"type":"string"},"model":{"type":"string"}},"required":["text_a","text_b"]}},{"name":"generate_embeddings","description":"Generate vector embeddings for one or more texts using Cloudflare Workers AI (bge-base-en-v1.5, 768-dim).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"text":{"oneOf":[{"type":"string"},{"type":"array","items":{"type":"string"}}],"description":"Text or array of texts to embed"},"model":{"type":"string","description":"CF AI model ID override"}},"required":["text"]}},{"name":"semantic_search","description":"Rank a list of documents against a query using cosine similarity of bge embeddings. Returns top-k matches with scores.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"query":{"type":"string","description":"Search query"},"documents":{"type":"array","items":{"type":"string"},"description":"Candidate documents to rank"},"top_k":{"type":"integer","description":"Number of results (default 5)"},"model":{"type":"string","description":"CF AI model ID override"}},"required":["query","documents"]}}],"scan":{"score":79,"grade":"B","scanned_at":"2026-09-27T21:28:37.377Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-27T21:28:37.360Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 192ms"]},"poisoning":{"score":15,"max":15,"notes":["3 tool descriptions checked"]},"auth":{"score":10,"max":15,"notes":["open endpoint, read-only tools"]},"maintenance":{"score":8,"max":15,"notes":["last push 170 days ago"]},"identity":{"score":6,"max":10,"notes":["registry namespace matches repository owner"]}},"findings":[],"inputs":{"probes":[{"url":"https://api.lazy-mac.com/embedding-search/mcp","reachable":true,"authRequired":false,"latencyMs":192,"serverInfo":{"name":"embedding-search","version":"1.1.0"}}],"packages":[],"repo":{"found":true,"owner":"lazymac2x","repo":"embedding-search-api","archived":false,"pushedAt":"2026-04-11T01:00:32Z","stars":0,"forks":0,"openIssues":0,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/260050638?v=4","ownerCreatedAt":"2026-02-07T11:25:03Z"},"icon":{"url":null,"source":"none"},"presence":{"stars":0,"forks":0,"downloadsWeek":null,"license":null,"lastPushAt":"2026-04-11T01:00:32.000Z","score":11}}}},"grade_history":[],"reviews":[]}