RAG MCP servers
RAG MCP servers indexed by Conduid, ranked by trust score. 8.3K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Mcbot01
A comprehensive, AI-powered research assistant that combines Graph Database technology with Retrieval-Augmented Generation (GraphRAG) to provide intelligent document processing, a…
Enterprise Grade Agentic RAG System For Multi Format Document Intelligence Using MCP
A Retrieval-Augmented Generation (RAG) chatbot for multi-format document question answering, using embeddings, FAISS, and OpenAI’s GPT models. Built with Streamlit for an interact…
AI Docs Assistant
This project demonstrates a complete Retrieval-Augmented Generation (RAG) pipeline built using LangChain, Groq’s ultra-fast LLaMA3-8B, and HuggingFace sentence-transformers to ena…
Research MCP Oss
A local academic paper library exposed as Model Context Protocol tools. Find papers, locate passages, verify citations before you cite them.
Ollqd
📚 Index codebases and docs into Qdrant with Ollama embeddings, enabling AI assistants to search code via Model Context Protocol (MCP).
Whatsapp Distributor Agent
An enterprise-grade WhatsApp automation workflow deployed via n8n, leveraging the Model Context Protocol (MCP) to orchestrate Odoo ERP operations.
Automata.board
Decentralized agentic gig board at the edge. Leverages Cloudflare Workers & Durable Objects for real-time WebSocket tunneling, x402 EVM micropayments for spam prevention, and Mode…
Novara Mvp Rag
An enterprise-grade AI assistant for Environmental Health and Safety (EHS). Features a LangGraph orchestrator, Advanced RAG for static policies (with PII redaction), and secure M…
Custom MCP Router
Custom MCP Router is a drop-in replica of the core Model Context Protocol (MCP) server execution loop. It dynamically generates and reads JSON configurations to function as an au…
Med Agent
从零目录重建的医疗知识检索与受控 Agent 学习工程。项目目标是用一份可审计、可复现的本地代码库学习检索增强生成（RAG）、Agent 工具循环、Model Context Protocol（MCP）服务与离线评测的工程化方法，并产出可经追问的求职证据。
Hyperleda MCP
Toy Model Context Protocol server for HyperLEDA extragalactic database
Agents On Azure
Leveraging Model Context Protocol (MCP) to create standardized agents on Azure
Multi Agent Rag Chatbot
Multi-agent RAG chatbot with Model Context Protocol (MCP) for intelligent document Q&A across PDF, DOCX, PPTX, CSV, TXT, and MD formats
Rag Evaluation MCP Server
MCP server rag evaluation
Local Rag Omscs
Trying to use mcp servers for setting up local rag
Codeminder
Code-RAG MCP Server
Qi V2 Knowledge
a knowledge mcp server using rag and chromadb
Brain Rag
Hybrid retrieval-augmented search over a corpus of markdown files. Vector and keyword search fused into one ranking, optionally reranked by a cross-encoder, served locally over a…
Llmkb
Local, folder-first LLM knowledge bases: format spec, CLI, MCP server, and agent skills.
Palrago MCP Server Playground
palrago mcp server
Aleph 10
Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities
Erstantrag MCP Server
MCP Server für Beispiel Erstantrag
DF
MCP Server Dragonfish
Embedding MCP
Embedding MCP Server
Chromadb MCP
Chromadb MCP Server
RAGMS
rag mcp server
Turbopuffer MCP
turbopuffer MCP server
Rag MCP Service
Thragg MCP server
Qdrant Server
mcp stdio qdrant
DF MCPE Server
Learning DragonFly Development
Obsidian MCP Semantic Metagraph
Obsidian MCP-RAG server for AI agents [Local & Cloud] with full-note, heading-aware semantic retrieval, lexical search, graph navigation, passage provenance, and vault manipulatio…
Cypher Rs
openCypher front-end in Rust. Lex · parse · sema · plan · optimize · cost. Ships an MCP server (cypher-mcp). Storage-agnostic. v0.10 shipped.
Ragpilot
MCP server that gives AI coding agents semantic search, symbol graphs, impact analysis, and token-budgeted context bundling over local codebases.
Coffer
Self-hosted Moneydance alternative and replacement: double-entry personal finance in your browser, reachable from anywhere over HTTPS with passkey-only login. Full-history Moneyda…
Aether MCP Server
AETHER_01 — Full-spectrum Windows 10/11 MCP Server on Rust. 10 tools, 99% system management coverage including GUI automation. Maximum speed, maximum security.
Eth Trading MCP Server
Model Context Protocol (MCP) server in Rust for AI agents to query Ethereum balances and simulate token swaps
Aether Linux MCP Server
AETHER_02 — Full-spectrum Linux MCP Server on Rust. 12 tools, 99.9% system management coverage including GUI automation. Maximum speed, maximum security.
Qdrant MCP Server Rust
Model Context Protocol (MCP) server for Qdrant. This server allows AI models to interact directly with your Qdrant collections for vector search, point management, and collection…
Spring AI Agents Rag
Production-shaped Spring AI reference app (Java 25, Spring Boot 3.5): multi-provider LLM chat (OpenAI, Vertex AI, Hugging Face, Ollama), advanced RAG over pgvector with Cohere rer…
The 35
The Thirty-Five — compliance coverage MCP server and sub-services
Claude Codebase Rag
Semantyczne wyszukiwanie kodu dla Claude Code — lokalny MCP server z pgvector + ollama
Mfp Basecamp
Full-coverage Ruby MCP server for the Basecamp 3/4 API — 146 tools covering the entire API surface, with auto-pagination, rate limiting, and token refresh. Works with Claude Deskt…
Redmine Issue Vector Sync
Standalone Redmine 6 plugin: incremental issue+comment sync to Qdrant, semantic search in core /search, MCP server. No redmine_ai_helper, zero gems.
Homebrew Amanmcp
AmanMCP is a local-first RAG MCP server for developers - providing hybrid search (BM25 + semantic) over codebases for AI assistants like Claude Code and Cursor.
Sink Server
Sink's receive side: ingest, parse, storage, prune, inbox UI, and body-blind MCP server.
Laravel Analyzer
Zero-dependency PHP static analysis CLI and MCP server for Laravel projects — security, OWASP, complexity, coupling, debt, and test coverage
Laravel Simple Rag
Laravel Knowledge Provider — a Laravel application that serves as an MCP server and a web-based knowledge manager where users can organize, manage (CRUD), and prepare their questi…
Orchestragent Intellij
IntelliJ IDEA plugin that provides UI and workflow management for the orchestragent MCP server
Ios Copilot MCP Demo
AI-Driven Automation for iOS: Leveraging GitHub Copilot Agent Mode and MCP Servers
Polymarket Control Panel
Local Polymarket-style control panel for multi-account trading: live balance charts, strategy control, MCP server for AI agents