Related Servers

No user-submitted related servers found.

Related Servers

• RAG Knowledge Base MCP Server

  RaulSaavedraDeLaRiera

  F

  license

  -Not graded

  quality

  C

  maintenance

  Enables searching a knowledge base and asking grounded questions with hybrid retrieval, reranking, and cited answers.

  Updated 2 months ago (2026-07-04 18:24 UTC)

  -

• RAG Query MCP Server

  Akashbakshi99

  F

  license

  -Not graded

  quality

  C

  maintenance

  Enables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.

  Updated 2 months ago (2026-07-11 19:34 UTC)

  -

• grounded-rag-mcp

  chetan1521

  A

  license

  A

  quality

  B

  maintenance

  Enables LLM hosts to perform grounded, cited retrieval and answer generation over your own documents using hybrid BM25 and dense search, with explicit refusal when answers are not supported by the sources.

  Updated 8 days ago (2026-09-08 17:39 UTC)

  5

  17 npm

  MIT

• PDF MCP Server

  rhuanca

  F

  license

  -Not graded

  quality

  D

  maintenance

  Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vector search) and retrieval-augmented generation, returning structured answers with source citations and confidence scores.

  Updated 10 months ago (2025-11-24 01:42 UTC)

  -

• confluence

  piter5285

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables querying Confluence or Kubernetes documentation through hybrid search and an agentic RAG pipeline, returning structured answers with citations.

  Updated 3 months ago (2026-06-22 17:44 UTC)

  Apache 2.0

• insight-mcp

  Airohh

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables hybrid document search (BM25 and dense) over a configurable corpus via MCP tools, returning passages and sources for AI agents to cite in answers.

  Updated 2 months ago (2026-07-05 10:14 UTC)

  MIT