Vector Search API

io.github.Br0ski777/vector-search

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

healthy

status

tools exposed

457ms

connect latency

fad5e916b393

schema fingerprint

Tools (1)

data_vector_search

Use this when you need to store text documents and search them by semantic similarity. Accepts documents to store and a query to search. Uses TF-IDF vectorization with cosine similarity to find the most relevant matches. Returns top-k results with similarity scores. Do NOT use for web search — use w

Endpoint

https://vector-search.api.klymax402.com/mcp
Category: AI & LLM · Last checked: 2026-07-30T13:46:50Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.