Related Servers

No user-submitted related servers found.

Related Servers

• hybrid-rag-mcp

  udarshmarthala

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that provides a search_docs tool with hybrid retrieval (BM25 + dense vectors) and cross-encoder reranking, backed by evaluation, prompt-injection guardrails, and OpenTelemetry tracing.

  Updated 21 days ago (2026-08-11 02:51 UTC)

  1

  MIT

• rag-mcp

  Keith-hoka

  F

  license

  -Not graded

  quality

  C

  maintenance

  Exposes retrieval capabilities of two RAG systems as authenticated MCP tools, allowing any MCP client to perform graph-augmented and hybrid retrieval with JWT auth.

  Updated 2 months ago (2026-06-28 08:42 UTC)

  1

• mcp-rag-search

  guo-yb-123

  F

  license

  -Not graded

  quality

  B

  maintenance

  Enables agent tools like Claude Code and GitHub Copilot to perform knowledge retrieval using hybrid search (BM25 + dense) with reranking, via MCP protocol.

  Updated 4 days ago (2026-08-27 14:29 UTC)

• MCP Knowledge Service

  hyh0620

  A

  license

  -Not graded

  quality

  B

  maintenance

  Provides hybrid retrieval (dense + BM25 + RRF) with collection-based isolation and document ingestion for private knowledge access via MCP.

  Updated a month ago (2026-07-24 08:54 UTC)

  MIT

• rag-mcp-server

  q6066697

  A

  license

  A

  quality

  C

  maintenance

  Exposes hybrid retrieval (dense embeddings + BM25 + RRF) and document operations (search, fetch, rerank) as MCP tools, using Qdrant and OpenAI embeddings for local or server mode.

  Updated 12 days ago (2026-08-19 21:59 UTC)

  3

  MIT

• mcp-ai-workspace

  nickbiird

  A

  license

  -Not graded

  quality

  D

  maintenance

  Exposes document retrieval as an MCP tool, enabling LLMs to search a local vector store of markdown documents. Includes a retrieval evaluation harness to measure hit rate and MRR.

  Updated 3 months ago (2026-06-05 14:25 UTC)

  MIT