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
nonatofabio/local-graphrag-mcp
MCP server Claude CodeCodexCursor
MCP server "local-graphrag-mcp" as configured in nonatofabio/local-graphrag-mcp. Runs locally from the local-graphrag-mcp Python package.
MCP server Claude CodeCodexCursor
Qdrant MCP server with configurable embedding providers. Runs locally from the qdrant-mcp Python package.
EdmendZ/Modular-Rag-Mcp-Server
MCP server Claude CodeCodexCursor
MCP server "modular-rag-mcp-server" as configured in EdmendZ/Modular-Rag-Mcp-Server. Runs locally from the modular-rag-mcp-server Python package.
suyu-creator/github-code-rag-mcp
MCP server Claude CodeCodexCursor
MCP server "github-code-rag" as configured in suyu-creator/github-code-rag-mcp. Runs locally from the github-code-rag Python package.
MCP server Claude CodeCodexCursor +2
MCP server "kb", hosted remotely at 127.0.0.1, as configured in fish827-08/rag-kb.
MCP server Claude CodeCodexCursor
MCP server "mortis-rag-mcp" as configured in moton16/Mortis-RAG-MCP. Runs locally from the mortis-rag-mcp Python package.
MCP server Claude CodeCodexCursor
MCP server "mcp-server" as configured in notbnull/mcp-rag-context. Runs locally from the @rag-context/mcp-server npm package.
MCP server Claude CodeCodexCursor
MCP server "mcp-markdown-ragdocs" as configured in andnp/ragdocs-mcp. Runs locally from the mcp-markdown-ragdocs Python package.
Shawnzheng011019/milvus-sdk-code-helper
MCP server Claude CodeCodexCursor
MCP server "mcp-pymilvus-code-generator" as configured in Shawnzheng011019/milvus-sdk-code-helper. Runs locally from the mcp-pymilvus-code-generator Python package.
MCP server Claude CodeCodexCursor
MCP server for persistent memory using Qdrant vector store. Runs locally from the @taraksh011/memoryhub npm package.
MCP server Claude CodeCodexCursor
Local RAG MCP server for code and documentation. Runs locally from the pow-rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
One of 7 in server.json
Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402. Remote server at api.agishub.com.
MCP server Claude CodeCodexCursor
Local-first RAG knowledge base with hybrid search (BM25 + embeddings), exposed to AI agents via MCP — fully offline-capable. Runs locally from the darwin-rag Python package. Needs 4 environment variables to run.
AswaniSahoo/climate-risk-agent
MCP server Claude CodeCodexCursor
MCP server "climate-ipcc-rag" as configured in AswaniSahoo/climate-risk-agent. Runs in Docker (ghcr.io/aswanisahoo/climate-ipcc-rag-mcp:0.1.0). Needs 3 environment variables to run.
MCP server Claude CodeCodexCursor
A locally run MCP server that collects trending lists from more than 55 online platforms, including Weibo, Zhihu, Bilibili, and GitHub. It can provide this information for language-model or RAG workflows, where an AI answers using retrieved source data.
MCP server Claude CodeCodexCursor
MCP server for self-hosted AI agent memory, semantic search, vector RAG, and Montycat. Runs locally from the memocat-mcp Python package. Needs 2 environment variables to run.
TharanaBope/SQL-MCP-Mac-Windows
MCP server Claude CodeCodexCursor
One of 2 in server.json
SQL Server MCP with RAG capabilities for Windows (native ODBC support). Runs locally from the @tharanabopearachchi/sql-server-mcp npm package.
MCP server Claude CodeCodexCursor
Production-grade Graph-RAG MCP server with local embeddings — persistent knowledge graphs for any LLM-powered CLI agent. Runs locally from the graphmem-mcp Python package. Needs 4 environment variables to run.
MCP server Claude CodeCodexCursor
Read markdown with inlined images and index headings for agentic RAG workflows. Runs locally from the md-vision npm package.
MCP server Claude CodeCodexCursor
Give your agent eyes. Search video, images, and audio via the Mixpeek multimodal retrieval API. Runs locally from the @mixpeek/mcp npm package. Needs 3 environment variables to run.
Unstructured-IO/unstructured-mcp-integrations
MCP server Claude CodeCodexCursor
Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding. Remote server at mcp.transform.unstructured.io.
jiarongli517021911144/hybrid-rag-mcp-server
MCP server Claude CodeCodexCursor
MCP server "modular-rag-mcp-server" as configured in jiarongli517021911144/hybrid-rag-mcp-server. Runs locally from the modular-rag-mcp-server Python package.
machhakiran/kavi-research-assistant-mcp
MCP server Claude CodeCodexCursor
A Model Context Protocol server for research assistance with ChromaDB vector storage by kavi.ai. Runs locally from the kavi-research-assistant-mcp Python package.
MCP server Claude CodeCodexCursor
Ballast: pull a quantized knowledge corpus (or build your own) and ground any local model — OpenAI proxy, MCP server, model profiling, and a three-arm grounding benchmark. Runs locally from the openballast Python package.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: