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MCP servers tagged model2vec
6 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.
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
Nesift
Fast, local semantic search over web content for AI agents. Hybrid BM25 + potion-retrieval-32M embeddings, cross-page dedup, token-budget mode, MCP server, SearXNG bridge. ~90% fe…
2dph
Fact evidence-first brain with property graph + hybrid RAG. Search is deduction. ETL included.
Triforge
One install, three MCPs: graph chat memory + semantic code search + backend. Benchmarked with claude-haiku-4-5: -19% tokens & 23× faster on memory-recall questions.
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…