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.
Semantic Context MCP
A Model Context Protocol (MCP) server that leverages a vector database to efficiently index and query the codebase.
Kb Rag
个人知识库引擎：PDF/Word/EPUB → LLM 实体关系图谱 + 混合检索（向量+BM25+RRF 融合）+ 0.92 语义缓存 + Obsidian 实体隔离导出 + MCP（Claude/Cursor 直连）。智能 PDF 分类器（公式密度≥2% 自动 MinerU），懒初始化 + 生产级异步鲁棒性。欢迎贡献示例与 benchmark。
Sukauto
AI-powered market analysis platform that provides in-depth insights acorss multiple business domains.
Local Ecommerce AI Agent
基于 Dify + Ollama + MCP 实现的全本地化电商客服智能体
Atlassian Netscaler MCP
Unified MCP server for Jira & Confluence Server/DC behind Citrix NetScaler SSO — Playwright cookie capture + Keychain storage
M4STCLAW
M4STCLAW v3 — MCP-native autonomous AI mesh network with multi-provider routing, failover, memory, and task automation.
Studio5k
Mcp para interagir com o Studio 5000 da Rockwell na versão 31
OnboardingAndHR AI Assistant
An AI-powered employee assistant integrating Groq LLM and RAG via MCP for Claude Desktop. Features include secure employee onboarding, admin IAM for authentication, PDF-based comp…
Give Obsidian A Memory
Claude forgets you. Your notes don't. — Local memory for Claude, built on Obsidian + Ollama. One-file installer for macOS / Windows / Linux.
Lodestar
Account-health instrumentation for an AI support deployment: docs, measured results, screenshots, design and EBR. Source is private; shared with reviewers on request.
Mint Mory
Typed, graph-linked, self-consolidating memory for LLM agents — single-file SQLite, with MCP/CLI/HTTP. ’Member or die!
Market Sentinal Core
LangGraph multi-agent paper-trading system with deterministic Kelly + Monte Carlo position sizing (MCP-wrapped, never LLM-callable), a real human approval gate via LangGraph inter…
Image Similarity MCP Server
This MCP Server runs locally (stdio) and based on an image path and a folder path (assets), returns the most similar matches (embeddings))
Langgraph Autogent
MCP (Model Context Protocol) is a research and development project aimed at integrating LangGraph and AutoGen Agent with the Model Context Protocol (MCP) framework. This project f…
Legal Snips MCP
Legal research snippet manager with MCP integration - supports both simple JSON storage and advanced PostgreSQL/pgvector semantic search
MyMiniAgent
小小Agent，含有多个智能体协作、function_calling、MCP、RAG 个人知识库，接入了搜索引擎api，可以聊天、写文、搜索、文件操作、打开电脑应用、打开网站等操作
Openai Study Mode Clone
An intelligent AI tutoring system that uses Socratic teaching methods to guide students through personalized learning experiences. Built with OpenAI Agents SDK and Google Gemini,…
Visakha MCP
Intelligent FAQ search using MCP with hybrid TF-IDF and semantic embeddings
DB Scout Zerokelvin
An Agentic RAG framework using MCP and In-Memory Knowledge Graphs to transform legacy enterprise databases into self-healing, searchable knowledge bases.
HR Policy Agent
An agentic HR assistant combining policy RAG, MCP tools, LangGraph, SQLite, and a FastAPI web interface.
Girishsap45 Design
AI/ML Engineer | Generative AI Engineer | Building enterprise AI applications with Python, FastAPI, LangChain, LangGraph, MCP, RAG, and Cloud Technologies.
Brain V42
Persistent memory for coding agents over MCP — typed knowledge, semantic search, session lifecycle. PostgreSQL + pgvector, FastMCP.
Compliance Agent
Compliance Agent para normativos PIX com Pydantic AI, Amazon Bedrock, MCP, FastAPI e RAG.
Rag Architect MCP
"Give your AI Agents a brain to choose the right RAG. A stateful MCP server that interviews you to blueprint the perfect RAG pipeline." (中譯：讓你的 AI 代理人擁有選擇正確 RAG 的大腦。一個透過訪談為您規劃完美 R…
Nextcloud MCP Gateway
Nextcloud Data Plane MCP Server for TheNovaNodes (WebDAV, Files, Notes, CRM & User Cloud Storage)
Curia
Curia — multi-model deliberation with code RAG (watchtower UI + MCP agent control plane)
Shanhai City
Multi-tenant MCP server with RAG knowledge search, task dispatch, deliverable management & multi-agent consultation (ask_think_tank) — AI-native assistance for your agents.
Smb Cash Flow Copilot
Agentic SMB Cash-Flow & FP&A Copilot — Google ADK + MCP + Gemini + hybrid RAG, with a numeric-provenance trust layer (private until submission).
Levh
Shared memory layer for AI coding tools — local-first, MCP-native, self-curating
Qdrant Mcpserver
A simple MCP server to access Qdrant
NoEncode RAG Project
🚀 A minimal and functional Streamlit application that demonstrates a NoEncode RAG system using FedRAG and an MCP-powered FAQ knowledge source. This project uses an MCP ToolServer…
React Agents RAG Based Chatbot
This is an agentic bot directly communicating and using custom MCP tools from MCP server with RAG capabilities
Git Context MCP Forge
MCP(Model Context Protocol) toolkit for transforming GitHub repositories into RAG-based code assistants
Dragonballapi MCP Server
Este servidor permite interactuar con la Dragon Ball API a través de un Model Context Protocol, facilitando la integración con modelos de lenguaje y otros sistemas que consumen MC…
Inde
Protocolo MCP que interage com os dados da INDE
Agentic Trend Comparison
autonomous trend comparison across cities using agentic workflow leveraging current knowledge about MCP
R2r MCP Server Old
FastMCP-based MCP server for R2R RAG system. Provides 22 tools for document management, hybrid search, RAG queries, knowledge graphs, and conversational AI.
Weather App With Gemini And MCP
This project demonstrates a weather application that leverages the Gemini API for natural language understanding and the MCP (Multi-Agent Communication Protocol) framework for too…
Advanced ChatBot
In this multi functionality like RAG base, multi Tools with Agentic application and techs are used langchain, langgraph, fastapi, using mcp client and in frontend for UI used very…
Vaulttools
MCP & RAG based system for generating and gathering knowledge from Obsidian Vault and Anki cards
Docs Rag MCP
MCP server exposing TF-IDF RAG over a markdown corpus as tools + resources
LangGraph MCP Finance Agent
An AI-powered finance assistant that helps users track expenses through natural language. Built with LangGraph and MCP, it supports remote tool execution, persistent storage with…
Run Existing MCP Servers
Hands-on MCP transport protocols lab — connecting to Context7 MCP server via STDIO (local npx) & Streamable HTTP (cloud) using FastMCP Client with async tool discovery & calling
Deliverable Canvas MCP
Provider-portable canvas storage MCP for strategic deliverables (proposals, briefs, frameworks)
02 Your First Server
RAG tutorial: mcp-02-your-first-server
Simple MCP Rag
Simple MCP Server for RAG
Risk Document Completion
MCP tool for automatic completion of risk assessment and governance documents using RAG and IBM WatsonX AI
Rag Agent Demo
End-to-end RAG agent demo using MCP protocol for tool integration — FastMCP server with ChromaDB + sentence-transformers as knowledge base, consumed by a Strands Agent powered by…
LearningFastMcpServer
Expense Tracker Pro: Advanced FastMCP 3.0 server for AI-driven finance. Features persistent SQLite storage, Streamable HTTP, and optimized SQL summary reports. Optimized for FastM…
Garanti Bbva Ik Rag
Local-first HR RAG & Data Analysis MCP Server — Garanti BBVA PoC