524 tagged RAG and vectors, measured the same way as everything else here.
Browse within: mcp-server 46LLM 30model-context-protocol 26embeddings 23knowledge-graph 15knowledge-base 14local-first 13fastmcp 12chromadb 10code-search 10hybrid-search 10ai-tools 8claude-desktop 8cli 8
KaushalprajapatiKP/custom-MCP-servers
MCP server Claude CodeCodexCursor +2
MCP server "custom-py-mcp-servers-including-rag" as configured in KaushalprajapatiKP/custom-MCP-servers. Runs locally from the Custom-py-mcp-servers-including-rag Python package.
azhang/qdrant-llamaindex-mcp-server
MCP server Claude CodeCodexCursor +2
MCP server for reading LlamaIndex documents stored in Qdrant vector database. Runs locally from the qdrant-llamaindex-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
MCP server "turbovec-mcp" as configured in potatofacee/turbovec-mcp. Runs locally from the turbovec-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server for semantic search using local Qdrant and Ollama (default) with support for OpenAI, Cohere, and Voyage AI. Runs locally from the @mhalder/qdrant-mcp-server npm package.
db-inlee/rag-regression-gate-mcp
MCP server Claude CodeCodexCursor +2
MCP server "rag-regression-gate" as configured in db-inlee/rag-regression-gate-mcp. Runs app.mcp.server with python.
leviethung2103/lightrag-mcp-server
MCP server Claude CodeCodexCursor +2
MCP server "lightrag-fastmcp-bridge" as configured in leviethung2103/lightrag-mcp-server. Runs locally from the lightrag-fastmcp-bridge Python package.
MCP server Claude CodeCodexCursor +2
RAG-lite: local semantic search over your files, as a CLI and an MCP server. No LLM, no API keys, no servers. Runs locally from the @adborroto/semantic-search-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server "seahorse-rag-mcp" as configured in pch8286/seahorse-rag-mcp. Runs locally from the seahorse-rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
OpenRAG is a comprehensive Retrieval-Augmented Generation platform that enables intelligent document search and AI-powered conversations. Runs locally from the openrag Python package.
mykolariabokon/project-mind-mcp
MCP server Claude CodeCodexCursor +2
Give your AI coding assistant a brain: persistent memory, hybrid code search, AI-authored annotations, and an AST symbol graph — 100% local MCP server, no API keys. Runs locally from the projectmind-mcp Python package.
MCP server Claude CodeCodexCursor +2
This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server for LanceDB-backed long-term memory with hybrid retrieval (Vector + BM25), cross-encoder rerank, multi-scope isolation, and memory lifecycle management. Runs locally from the @cablate/memory-lancedb-mcp npm package.
theepicsaxguy/qdrant-codebase-mcp
MCP server Claude CodeCodexCursor +2
MCP server "qdrant-codebase-mcp" as configured in theepicsaxguy/qdrant-codebase-mcp. Runs locally from the qdrant-codebase-mcp npm package.
MCP server Claude CodeCodexCursor +2
Production-ready MCP server for document ingestion and knowledge management with vector search. Supports PDF, DOCX, TXT, MD, CSV, JSON, HTML with ChromaDB and multiple embedding providers. Runs locally from the knowledge-mgmt-mcp npm package.
MCP server Claude CodeCodexCursor +2
A Model Context Protocol (MCP) server implementation for txtai. Runs locally from the kb-mcp-server Python package.
saselvan/graph-rag-mcp-server-fixed
MCP server Claude CodeCodexCursor +2
MCP server "graph-rag-mcp-server" as configured in saselvan/graph-rag-mcp-server-fixed. Runs locally from the graph-rag-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
Markdown corpus retrieval engine: watcher, indexer, hybrid search, MCP server. Runs locally from the metamind-vault-rag Python package.
aymanz12/-MCP-Powered-Video-RAG-
MCP server Claude CodeCodexCursor +2
MCP server "mcp-powered-video" as configured in aymanz12/-MCP-Powered-Video-RAG. Runs locally from the mcp-powered-video Python package.
MCP server Claude CodeCodexCursor +2
MCP server for semantic code search powered by MongoDB Atlas Vector Search and Voyage AI embeddings. Runs locally from the code-context-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server "llamacloud-rag-mcp-server" as configured in uiqkos/llamacloud-rag-mcp. Runs locally from the llamacloud-rag-mcp-server npm package.
MCP server Claude CodeCodexCursor +2
MCP server "snomed-graph-rag" as configured in lesskao/rag-neo-mcp-week6. Runs locally from the snomed-graph-rag Python package.
MCP server Claude CodeCodexCursor +2
MCP server with local RAG for Claude Code repo context. Runs locally from the code-context-mcp Python package.
node2flow-th/gemini-files-search-rag-mcp-community
MCP server Claude CodeCodexCursor +2
MCP server for Gemini RAG — manage File Search stores, upload documents, and query with AI-powered retrieval-augmented generation. Runs locally from the @node2flow/gemini-file-search-rag-mcp npm package.
MCP server Claude CodeCodexCursor +2
Semantic codebase indexer with Ollama + Qdrant, MCP server for Claude Code. Runs locally from the codebase-indexer npm package.