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Vector Search API for LangChain

io.github.br0ski777/vector-search

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

client:LangChain transport:sse

Install Vector Search API in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "vector-search": {
            "transport": "streamable_http",
            "url": "https://vector-search.api.klymax402.com/mcp",
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

Vector Search API in other clients