473 tagged RAG and vectors, measured the same way as everything else here.
Browse within: model-context-protocol 24embeddings 17knowledge-graph 13fastmcp 12knowledge-base 11local-first 9chromadb 8lancedb 8LangChain 7code-search 7hybrid-search 7markdown 7qdrant 6agent-memory 5
MCP server Claude CodeCodexCursor +2
One of 2 in .mcp.json
Lets the agent drive a real browser: open pages, click, type, take screenshots and read the accessibility tree, using Playwright. Runs locally from the @playwright/mcp npm package.
MCP server Claude CodeCodexCursor +2
One of 2 in .mcp.json
Client for the Convex Cloud. Runs locally from the convex npm package.
MCP server Claude CodeCodexCursor +2
One of 3 in .mcp.json
MCP server "qdrant-search", hosted remotely, as configured in nick-pape/grackle.
MCP server Claude CodeCodexCursor +2
Add components to your apps. Runs locally from the shadcn npm package.
MCP server Claude CodeCodexCursor +2
One of 3 in .mcp.json
CLI-first semantic code search with MCP integration and interactive D3.js visualization for exploring code relationships. Runs locally from the mcp-vector-search Python package. Needs 1 environment variable to run.
davanstrien/hub-semantic-search-mcp
MCP server Claude CodeCodexCursor +2
MCP server "hub-semantic-search-mcp" as configured in davanstrien/hub-semantic-search-mcp. Runs locally from the hub-semantic-search-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "mcp-docs-rag" as configured in kazuph/mcp-docs-rag. Runs locally from the @kazuph/mcp-docs-rag npm package.
MCP server Claude CodeCodexCursor +2
A mcp server that talk with my ragflow. Runs locally from the ragflow-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "mcp-codebase-rag" as configured in allentcm/mcp-codebase-rag. Runs locally from the mcp-codebase-rag Python package.
MCP server Claude CodeCodexCursor +2
The Fastest Way to Audit Your RAG - Generate QA datasets & evaluate RAG systems in Colab, Jupyter, or CLI. Privacy-first, any LLM, visual reports. Runs locally from the ragscore Python package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first. Runs locally from the @damoqiongqiu/mcp-local-rag npm package. Needs 18 environment variables to run.
MCP server Claude CodeCodexCursor +2
A Model Context Protocol server for managing PDF documents with vector search capabilities. Runs locally from the pdfkb-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP Server for code graph analysis with GraphRAG capabilities. Runs locally from the codegraph-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
MCP server "em-rag" as configured in LeoKemp223/emrag. Runs em_rag.mcp_server with python3.
renezander030/agentic-task-system
MCP server Claude CodeCodexCursor +2
MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads. Runs locally from the @reneza/ats-mcp npm package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
A real-time, provenance-invalidated cognitive cache layer for AI agents and RAG. Runs locally from the coalent Python package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
One of 2 in server.json
Protected RAG storage — agents discover public metadata, content only by access token. Runs locally from the koma-core-mcp npm package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
One of 2 in server.json
Classifies prompt injection, jailbreaks, and out-of-scope user input before agents act on it. Runs locally from the koma-gate-mcp npm package. Needs 6 environment variables to run.
MCP server Claude CodeCodexCursor +2
Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch. Runs locally from the velocirag Python package.
patakuti/local-knowledge-rag-mcp
MCP server Claude CodeCodexCursor +2
MCP server "local-knowledge-rag" as configured in patakuti/local-knowledge-rag-mcp. Runs /path/to/local-knowledge-rag-mcp/dist/mcp-server.js with node. Needs 3 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "qdrant-rag-mcp" as configured in ancoleman/qdrant-rag-mcp. Runs locally from the qdrant-rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "vecfs" as configured in WazzaMo/vecfs. Runs locally from the vecfs npm package.
MCP server Claude CodeCodexCursor +2
MCP server "distill-kura" as configured in lna-lab/distill-kura. Runs locally from the distill-kura Python package.
muhammedehab35/MCP-qdrant-semantic-search
MCP server Claude CodeCodexCursor +2
MCP server "qdrant-semantic-search" as configured in muhammedehab35/MCP-qdrant-semantic-search. Runs dist/index.js with node. Needs 6 environment variables to run.