"Exploring RAG through defined workspaces" matching MCP servers:

• knowledge-rag

  lyonzin

  A

  security

  A

  license

  -

  quality

  Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.

  Last updated 6 days ago

  12

  38

  MIT

• MCP-RAG Server

  sourangshupal

  -

  security

  F

  license

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  quality

  Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allowing users to ingest documents and perform semantic searches with advanced context handling through Modern Context Processing (MCP).

  Last updated a year ago

  5

• MCP-RAG Server

  felixscherz

  -

  security

  F

  license

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  quality

  Connects a RAG application to open-webui using Model Context Protocol (MCP), enabling server-to-client communication for context retrieval and tool usage in remote environments through Server-Sent Events (SSE).

  Last updated a year ago

  1

• RAG MCP server

  proofofsid

  -

  security

  F

  license

  -

  quality

  Implements a RAG workflow that integrates with any custom knowledge base and can be triggered directly from the Cursor IDE.

  Last updated a year ago

• MCP RAG

  kalicyh

  A

  security

  F

  license

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  quality

  Intelligent knowledge base system that enables users to process documents in 25+ formats, perform semantic search and Q\&A through vector retrieval. Supports multiple AI models including OpenAI and DouBao with local processing capabilities.

  Last updated 16 days ago

  10

  5

• glowfic-rag

  keenanpepper

  -

  security

  F

  license

  -

  quality

  Provides semantic search capabilities over glowfic.com content using a pre-built vector database and GTE-Large embeddings. It allows users to query specific continuities and authors through MCP-compatible tools in applications like Claude Code and Cursor.

  Last updated 12 days ago