RAG and vectors

Pawangunjkar/ontology-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "ontology-rag-mcp" as configured in Pawangunjkar/ontology-rag-mcp. Runs locally from the ontology-rag-mcp Python package.

XBW-Leo/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in XBW-Leo/MODULAR-RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.

etreby/intel-npu-tools

Skill Codex

Index and semantically search private local text, source code, documentation, and logs with the intel-npu-tools MCP server. Use when an agent needs meaning-based retrieval from a local project or document directory, needs to refresh an existing NPU index, or needs source-backed local context without uploading files.

JustinUbes/rag-nfl-analyst

MCP server Claude CodeCodexCursor +2

MCP server "rag-nfl-analyst" as configured in JustinUbes/rag-nfl-analyst. Runs locally from the rag-nfl-analyst Python package.

azmirizkifar20/RAGBuddy

MCP server Claude CodeCodexCursor +2

MCP server "ragbuddy" as configured in azmirizkifar20/RAGBuddy. Runs locally from the ragbuddy npm package.

sainellutla/uma

MCP server Claude CodeCodexCursor +2

Local post-retrieval context optimization for RAG pipelines. Runs locally from the uma-context Python package.

Utedass/read-the-docs-MCP

Cursor rule Cursor

Architecture and development rules for the documentation RAG MCP server.

udarshmarthala/hybrid-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "hybrid-rag-mcp" as configured in udarshmarthala/hybrid-rag-mcp. Runs locally from the hybrid-rag-mcp Python package.

Swabhimanc/PDF-Rag

MCP server Claude CodeCodexCursor +2

A production-quality Retrieval Augmented Generation (RAG) Python Framework. Runs locally from the rag-system Python package.

JuanPinilla198/mcp-pgvector-search

MCP server Claude CodeCodexCursor +2

MCP server "mcp-pgvector-search" as configured in JuanPinilla198/mcp-pgvector-search. Runs locally from the mcp-pgvector-search Python package.

zyay/mcp-rag-bridge

MCP server Claude CodeCodexCursor +2

MCP server "mcp-rag-bridge" as configured in zyay/mcp-rag-bridge. Runs locally from the mcp-rag-bridge Python package.

bartest5/qdrant_mcp-server-qdrant

MCP server Claude CodeCodexCursor +2

MCP server for retrieving context from a Qdrant vector database. Runs locally from the mcp-server-qdrant Python package.

ManavK003/repo-aware-code-rag

MCP server Claude CodeCodexCursor +2

Local RAG indexer and MCP server for AI coding agents (Claude, GPT, Gemini, Cursor, Factory Droid, and more). Runs locally from the repo-rag Python package.

Amanaakash/Obsidian-RAG-with-Claude-mcp

MCP server Claude CodeCodexCursor +2

MCP server "obsidian-rag-assistant" as configured in Amanaakash/Obsidian-RAG-with-Claude-mcp. Runs locally from the obsidian-rag-assistant Python package.

sakshipr14/multimodal-rag

MCP server Claude CodeCodexCursor +2

MCP server "multimodal-rag" as configured in sakshipr14/multimodal-rag. Runs locally from the multimodal-rag Python package.

marrinexyq-droid/Rag-Mcp-Server

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in marrinexyq-droid/Rag-Mcp-Server. Runs locally from the modular-rag-mcp-server Python package.

kunwarvivekpratapsingh/senior-copilot-mcp-rag-assignment

MCP server Claude CodeCodexCursor +2

MCP server "copilot-mcp-rag" as configured in kunwarvivekpratapsingh/senior-copilot-mcp-rag-assignment. Runs locally from the copilot-mcp-rag Python package.

sudoriaa/codebase-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "codebase-rag-mcp" as configured in sudoriaa/codebase-rag-mcp. Runs locally from the codebase-rag-mcp npm package.

jiteshzope/Agentic-RAG-with-MCPs

MCP server Claude CodeCodexCursor +2

MCP server "agentic-rag-mcp" as configured in jiteshzope/Agentic-RAG-with-MCPs. Runs locally from the agentic-rag-mcp Python package.

q6066697/rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for RAG (Retrieval-Augmented Generation) operations with local document indexing. Runs locally from the rag-mcp-server Python package.

xiaoxinbuxingyeyuan/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in xiaoxinbuxingyeyuan/MODULAR-RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.

Unchained-Labs/cortex

Skill Claude CodeCodex

How this household runs its Sunday weekly review.

MiemieYang-yang/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in MiemieYang-yang/MODULAR-RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.

Gatoco/mnemos-mcp

MCP server Claude CodeCodexCursor +2

MCP server "mcp-rag-opencode" as configured in Gatoco/mnemos-mcp. Runs locally from the mcp-rag-opencode Python package.