514 tagged RAG and vectors, measured the same way as everything else here.
Browse within: model-context-protocol 25embeddings 20knowledge-graph 14fastmcp 13knowledge-base 13local-first 12chromadb 10hybrid-search 10lancedb 9ai-tools 8claude-desktop 8code-search 8LangChain 7agent-memory 6
enached134-ctrl/agentic-rag-mcp
MCP server Claude CodeCodexCursor +2
MCP server "agentic-rag-mcp" as configured in enached134-ctrl/agentic-rag-mcp. Runs locally from the agentic-rag-mcp Python package.
bilelammouri/rag-banking-regulatory-agent
MCP server Claude CodeCodexCursor +2
MCP server "rag-banking-agent" as configured in bilelammouri/rag-banking-regulatory-agent. Runs locally from the rag-banking-agent Python package.
MCP server Claude CodeCodexCursor +2
Smart MCP server for Outline Wiki with AI-powered RAG Q&A, summarization, and semantic search. Runs locally from the outline-smart-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server "local-rag-backend" as configured in suwa-sh/local-RAG-backend. Runs locally from the local-rag-backend Python package.
MCP server Claude CodeCodexCursor +2
MCP server "modular-rag-mcp-server" as configured in wuwux666/RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.
shirokoweb/rag-obsidian-lmstudio
MCP server Claude CodeCodexCursor +2
MCP server "rag-obsidian-lmstudio" as configured in shirokoweb/rag-obsidian-lmstudio. Runs locally from the rag-obsidian-lmstudio Python package.
MCP server Claude CodeCodexCursor +2
SHADDAI 7-agent council + RAG knowledge bases as a Model Context Protocol server. Key-free: no API keys, no external LLM, no localhost. Wire it into Claude with one npx line and instantly get a knowledge-grounded 7-agent system. Runs locally from the shaddai-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server "veloxrag" as configured in ilikebug/veloxrag. Runs locally from the veloxrag Python package.
mandelbro/awesome-claude-hooks
MCP server Claude CodeCodexCursor +2
One of 2 in .mcp.json
Ruflo - Enterprise AI agent orchestration platform. Deploy 60+ specialized agents in coordinated swarms with self-learning, fault-tolerant consensus, vector memory, and MCP integration. Runs locally from the ruflo npm package.
MCP server Claude CodeCodexCursor +2
A Python package for managing AI agent memory systems with persistence and vector search. Runs locally from the agentmem Python package.
MCP server Claude CodeCodexCursor +2
MCP server "modular-rag-mcp-server" as configured in Holysmiles/LHRAGMCPserver. Runs locally from the modular-rag-mcp-server 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.
Rudra7777/agentic-rag-annual-reports
MCP server Claude CodeCodexCursor +2
MCP server "ragfilings" as configured in Rudra7777/agentic-rag-annual-reports. Runs ragfilings.mcp.server with .venv/bin/python. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
MCP server "modular-rag-mcp-server" as configured in 1308495420-dotcom/MCP-RAG. Runs locally from the modular-rag-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
RAG Knowledge MCP Server — FastMCP + LanceDB + Hybrid Search. Runs locally from the local-rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "onmind-rag" as configured in kaesar/onmind-rag. Runs locally from the onmind-rag npm package.
MCP server Claude CodeCodexCursor +2
A local MCP-based retrieval-augmented generation service. Retrieval-augmented generation means finding relevant information from a knowledge source before producing an answer.
mohankumar-dxplr/MCP-RAG-Assistant
MCP server Claude CodeCodexCursor +2
MCP server "mcp-rag-assistant" as configured in mohankumar-dxplr/MCP-RAG-Assistant. Runs locally from the mcp-rag-assistant Python package.
MCP server Claude CodeCodexCursor +2
Recursively scrapes websites and builds a localized memory context to return specific reference text chunks. Runs locally from the ragify-docs-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "xilinx-rag" as configured in Can-Y/docsearch. Runs locally from the xilinx-rag Python package.
MCP server Claude CodeCodexCursor +2
A personal RAG database you build from chat, so AI creates work that sounds like you. Remote server at myaitwin.lutolearn.com.
MCP server Claude CodeCodexCursor +2
MCP server for Opensolr — managed Apache Solr with hybrid BM25+kNN search, server-side embeddings, and RAG answers as agent tools. Runs locally from the opensolr-mcp Python package. Needs 2 environment variables to run.
Ankit512/grounded-support-agent
MCP server Claude CodeCodexCursor +2
Governed customer-support MCP server: resolves only KB-grounded questions with citations, honestly escalates the rest, and never fabricates a resolution. Deterministic verdict + provenance. Runs locally from the grounded-support-agent Python package.
MCP server Claude CodeCodexCursor +2
In-memory vector search with TF-IDF and cosine similarity. x402 micropayment. Remote server at vector-search.api.klymax402.com.