MCP servers tagged model2vec

3 live MCP servers tagged "model2vec", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with model2vec.

live servers

avg trust

Ken

Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.

Veles

Fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols

Ostk Recall

Local-first cross-corpus retrieval MCP server — model2vec embeddings + LanceDB (Tantivy BM25) + SQLite. One binary; hybrid (dense + BM25) search across markdown, code, and Claude…