bm25 MCP servers

40 tagged bm25, measured the same way as everything else here.

Browse within: embeddings 9hybrid-search 8model-context-protocol 7agent-memory 6code-search 6

portfolio-mcp

25

saagpatel/portfolio-mcp

MCP server Claude CodeCodexCursor +2

Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless. Runs locally from the saagar-portfolio-mcp npm package.

not rated 0 2d ago A tokens not measured original MIT

mnemonic

26

naveenadi/mnemonic

MCP server Claude CodeCodexCursor +2

On-device hybrid search for markdown knowledge bases. BM25 + vector + LLM reranking with link graphs, time decay, and HyDE. Designed for pi coding agent. Runs locally from the @naveenadi/mnemonic npm package.

not rated 0 2mo ago A tokens not measured

sanshan1978/codeguard-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "codeguard-rag-mcp-server" as configured in sanshan1978/codeguard-rag-mcp. Runs locally from the codeguard-rag-mcp-server Python package.

not rated 0 9d ago A tokens not measured

grounded-mcp

28

rich-atkins/grounded-mcp

MCP server Claude CodeCodexCursor +2

MCP server for real-time package versions, download counts, and service status. Covers 1,000+ npm/PyPI packages and 76 cloud services. Runs locally from the grounded-mcp Python package.

not rated 0 4d ago A tokens not measured original MIT

bernard-mcp

29

yeneryigitcelik-debug/bernard

MCP server Claude CodeCodexCursor +2

MCP server "bernard-mcp" as configured in yeneryigitcelik-debug/bernard. Runs locally from the bernard-mcp npm package.

not rated 0 2mo ago A tokens not measured original MIT

recall-memory-mcp

30

ashleyevz89-hue/recall-memory-mcp

MCP server Claude CodeCodexCursor +2

MCP server "recall-memory-mcp" as configured in ashleyevz89-hue/recall-memory-mcp. Runs locally from the recall-memory-mcp Python package.

not rated 0 2mo ago A tokens not measured original MIT

insight-mcp

31

Airohh/insight-mcp

MCP server Claude CodeCodexCursor +2

MCP server "insight-mcp" as configured in Airohh/insight-mcp. Runs locally from the insight-mcp Python package.

not rated 0 2mo ago A tokens not measured original MIT

corpus-rag

32

monahand1023/corpus

MCP server Claude CodeCodexCursor +2

Single-user RAG framework for personal archives. Local-first, MCP-native. Runs locally from the corpus-rag Python package.

not rated 0 3d ago A tokens not measured original MIT

anydocs

33

kiyeonjeon21/anydocs

MCP server Claude CodeCodexCursor +2

MCP server "anydocs" as configured in kiyeonjeon21/anydocs. Runs locally from the . Python package.

not rated 0 21d ago A tokens not measured original MIT

webdocs-mcp

34

saianthireddy/webdocs-mcp

MCP server Claude CodeCodexCursor +2

MCP server "webdocs-mcp" as configured in saianthireddy/webdocs-mcp. Runs locally from the webdocs-mcp Python package.

not rated 0 1mo ago A tokens not measured original MIT

okf-ctx

35

aminHZDEV/OpenContextScitool

MCP server Claude CodeCodexCursor +2

Context handler for LLMs over an Open Knowledge Format bundle: keyword index, MCP server, and usage telemetry. Runs locally from the okf-ctx Python package.

not rated 0 1mo ago A tokens not measured

HamzaOuadid/finco

MCP server Claude CodeCodexCursor +2

MCP server "financial-research-copilot" as configured in HamzaOuadid/finco. Runs locally from the financial-research-copilot Python package.

not rated 0 1mo ago A tokens not measured original MIT

saitarrun/Semantic-code-intelligence

MCP server Claude CodeCodexCursor +2

MCP server "semantic-code-intelligence" as configured in saitarrun/Semantic-code-intelligence. Runs locally from the semantic-code-intelligence Python package.

not rated 0 11d ago A tokens not measured

vault-mcp

38

andreymudri/vault-mcp

MCP server Claude CodeCodexCursor +2

MCP server for searching, reading and writing an Obsidian knowledge vault: lexical BM25 retrieval plus one wiki-link hop, and learning capture that propagates to the domain MOC, the knowledge index and the daily note in a single commit. Runs locally from the @andreymudri/vault-mcp npm package. Needs 3 environment…

not rated 0 8d ago A tokens not measured original MIT

llmdoc

39

bigbag/llmdoc

MCP server Claude CodeCodexCursor +2

MCP server with RAG for llms.txt documentation. Runs locally from the llmdoc Python package.

not rated 0 7mo ago A tokens not measured original MIT

hyh0620/mcp-knowledge-service

MCP server Claude CodeCodexCursor +2

MCP server "mcp-knowledge-service" as configured in hyh0620/mcp-knowledge-service. Runs locally from the mcp-knowledge-service Python package.

not rated 0 1mo ago A tokens not measured original MIT