526 tagged RAG and vectors, measured the same way as everything else here.
Browse within: mcp-server 46LLM 31model-context-protocol 26embeddings 23knowledge-graph 15knowledge-base 14local-first 14fastmcp 12chromadb 10code-search 10hybrid-search 10ai-tools 8claude-desktop 8cli 8
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.
MCP server Claude CodeCodexCursor +2
MCP server that indexes markdown docs and exposes hybrid semantic search for LLM context retrieval. Runs locally from the inkdex npm package.
MCP server Claude CodeCodexCursor +2
MCP server "faq-rag-mcp" as configured in chowgi/glean-rag-mcp. Runs locally from the faq-rag-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.
evgenygurin/fastmcp-r2r-openapi-integration
MCP server Claude CodeCodexCursor +2
MCP server "r2r-mcp-server" as configured in evgenygurin/fastmcp-r2r-openapi-integration. Runs locally from the r2r-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
MCP server "mcp-server-fetch-rag" as configured in attamari/mcp-server-fetch-rag. Runs locally from the mcp-server-fetch-rag Python package.
MCP server Claude CodeCodexCursor +2
Chroma MCP Server - Vector Database Integration for LLM Applications. Runs locally from the chroma-mcp Python package.
MohanTn/hybrid-retrieval-pipeline
MCP server Claude CodeCodexCursor +2
MCP server "hybrid-retrieval" as configured in MohanTn/hybrid-retrieval-pipeline. Runs locally from the hybrid-retrieval Python package.
nongtiensonpro/document-rag-mcp
MCP server Claude CodeCodexCursor +2
RAG MCP Server — watches folders, chunks documents, serves semantic search via MCP. Runs locally from the document-rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "legal-rag-toolkit" as configured in avocatt/legal-rag-toolkit. Runs locally from the legal-rag-toolkit Python package.
sampathpulukurthi/agentic-rag-mcp
MCP server Claude CodeCodexCursor +2
MCP server "mcp-agentic-rag" as configured in sampathpulukurthi/agentic-rag-mcp. Runs locally from the mcp-agentic-rag Python package.
MCP server Claude CodeCodexCursor +2
MCP server for rag knowledge. Features semantic search, knowledge graph query, index document. From MEOK AI Labs. Runs locally from the rag-knowledge-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "easymcprag" as configured in justinlime/easymcprag. Runs locally from the easy_mcp_rag Python package.
MCP server Claude CodeCodexCursor +2
A high-performance local MCP server for semantic code search, summarization, and RAG. Runs locally from the @sevenseconds/vibescout npm package.
plixplox/mcp-qdrant-embedding-search
MCP server Claude CodeCodexCursor +2
MCP server for searching documentation in Qdrant via LMStudio embeddings. Runs locally from the mcp-qdrant-embedding-search npm package.
MCP server Claude CodeCodexCursor +2
A tool for crawling, indexing, and semantically searching web content with RAG capabilities. Runs locally from the rag-retriever Python package.
MCP server Claude CodeCodexCursor +2
MCP server "confluence-k8s-rag" as configured in piter5285/hybrid-agentic-RAG. Runs locally from the confluence-k8s-rag Python package.
MCP server Claude CodeCodexCursor +2
MCP server for LightRag. Runs locally from the lightrag-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server "embedforge" as configured in He-user520/EmbedForge. Runs locally from the embedforge Python package.
MCP server Claude CodeCodexCursor +2
MCP server "kioku" as configured in sandovaldavid/kioku. Launched with kioku. Needs 3 environment variables to run.
MCP server Claude CodeCodexCursor +2
Semantic search MCP server for an Acumatica KB Obsidian vault (Smart Connections embeddings). Runs locally from the grp-kb-mcp Python package.
MCP server Claude CodeCodexCursor +2
Local-first MCP prompt intent compiler with RAG-backed context retrieval for Codex, Claude Code, Cursor, and generic LLM workflows. Runs locally from the signalforge-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server "myrmion-graphrag" as configured in e2its/myrmion-graphrag. Runs locally from the myrmion-graphrag Python package.