{"id":"7f2e5f7f-568b-46fa-a8ff-2c93a1e897dc","shortId":"sEmuU6","kind":"mcp","title":"Vector Search API","tagline":"In-memory vector search with TF-IDF and cosine similarity","description":"In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.","tags":["github","br0ski777","vector","search"],"capabilities":["mcp","transport-sse","remote-server"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://vector-search.api.klymax402.com/mcp","protocol":"mcp","transport":"sse","auth":{"type":"mcp","details":{"transport":"sse","remote_url":"https://vector-search.api.klymax402.com/mcp"}},"qualityScore":"0.450","qualityRationale":"deterministic score 0.45 from registry signals: · indexed on anthropic_mcp · remote sse","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:mcp:v1","enrichmentVersion":1,"enrichedAt":"2026-06-23T15:23:40.060Z","embedding":null,"createdAt":"2026-05-16T14:20:30.424Z","updatedAt":"2026-06-23T15:23:40.060Z","lastSeenAt":"2026-06-23T15:23:40.060Z","tsv":"'api':3 'cosin':14,26 'idf':12,24 'in-memori':4,16 'mcp' 'memori':6,18 'micropay':29 'remote-server' 'search':2,8,20 'similar':15,27 'tf':11,23 'tf-idf':10,22 'transport-sse' 'vector':1,7,19 'x402':28","prices":[{"id":"c1c2922f-4d99-4dd7-b15d-746d07c4f67c","listingId":"7f2e5f7f-568b-46fa-a8ff-2c93a1e897dc","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"sse","remote_url":"https://vector-search.api.klymax402.com/mcp"},"createdAt":"2026-05-16T14:20:30.424Z"}],"sources":[{"listingId":"7f2e5f7f-568b-46fa-a8ff-2c93a1e897dc","source":"anthropic_mcp","sourceId":"io.github.Br0ski777/vector-search:1.1.0","sourceUrl":"https://registry.modelcontextprotocol.io/v0/servers","isPrimary":true,"firstSeenAt":"2026-05-16T14:20:30.424Z","lastSeenAt":"2026-06-23T15:23:40.060Z"}],"details":{"listingId":"7f2e5f7f-568b-46fa-a8ff-2c93a1e897dc","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"anthropic_mcp","version":"1.1.0","transport":"sse","remote_url":"https://vector-search.api.klymax402.com/mcp","server_name":"io.github.Br0ski777/vector-search","server_title":"Vector Search API"},"updatedAt":"2026-06-23T15:23:40.060Z"}}