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RAG MCP servers

RAG MCP servers indexed by Conduid, ranked by trust score. 1.7K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.

1.7K
live servers
39
avg trust
951

rcmcp

Search and retrieve UAB Research Computing documentation on Cheaha, SLURM, software, storage, and support. Get quick-start guidance for Cheaha, find office hours and contacts, and…

34
952

DragonSwap

Swap tokens on Sei with instant quotes and streamlined execution. Explore available liquidity pools to find optimal trading opportunities. Wrap SEI and manage approvals to complet…

34
953

Say Hello Smithery MCP Server

Enable AI-assisted development with integrated workflow automation, Python hosting management, and cloud deployment monitoring. Simplify your development process by leveraging pre…

34
954

Zettelkasten Knowledge Management Server

Manage and explore atomic notes using the Zettelkasten methodology through an MCP-compatible interface. Create, link, search, and synthesize notes with AI assistance to build a ri…

34
955

Ask MCP Server

Provide seamless access to multiple premium AI models through OpenRouter with secure OAuth authentication and easy setup. Integrate effortlessly with MCP-compatible clients like C…

34
956

selfhosted-supabase

Control your self-hosted Supabase from your development environment. Browse schemas, run SQL, manage migrations and auth users, inspect stats, and work with storage and realtime.…

34
957

HAP Application Platform(HAP 应用平台)

对 AI 特别友好的超级应用平台,专注于零代码搭建企业级应用与超自动化工作流 **An AI-Native Super App Platform for Zero-Code Enterprise Application Building & Hyper Automation** **HAP(Mingdao Cloud)** 是中国领先的 **零代码(N…

34
958

NumPy Computation Server

Perform advanced numerical computations and array manipulations using NumPy through a standardized protocol. Enable seamless integration of scientific computing capabilities into…

34
959

Pragmatic RAG Agents Core

Build and deploy pragmatic retrieval-augmented generation (RAG) agents efficiently. Integrate various data sources and APIs to enhance your AI agents' capabilities. Streamline age…

34
960

LinkedIn Profile Data Mining Server

Enable advanced LinkedIn profile search, extraction, and contact information enrichment through a powerful MCP server. Leverage AI-powered query expansion, smart filtering, and mu…

34
961

HAProxy

A Model Context Protocol (MCP) server for HAProxy implemented in Go, leveraging HAProxy Runtime API.

34
962

Symbiote

Symbiote bonds with your AI tools — giving them memory, context, and your coding DNA.

34
963

Xiajiao

AI Agent team collaboration platform — npm start, no Docker needed

34
964

Recall MCP

Persistent, searchable memory for AI agents over the Model Context Protocol, enabling memory storage, full-text search with BM25 ranking, and retrieval across sessions.

34
965

AIForge

The #1 AI-native monorepo template — Next.js + Expo + FastAPI + LangGraph + Supabase with 90% code sharing

34
966

Qdrant Neo4j Crawl4ai MCP

MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security,…

34
967

Confidentialmind MCP Agent

FastMCP client agent with PostgreSQL and RAG MCP servers in dual mode: API/HTTP or local/stdio

34
968

Obsidian Milvus FastMCP

obsidian-milvus-FastMCP

34
969

AI Powered Leave Management System With Claude MCP And SQLite

A lightweight, AI-powered leave management app built for learning. It uses Claude for natural language input, FastMCP for modular commands, and SQLite for data storage. Features i…

34
970

Neo4j Vectordb

MCP server that mimics a pure vector database using Neo4j - vector search, fulltext search, NO graph traversal. Designed to compare Vector RAG vs GraphRAG effectiveness. Uses Open…

34
971

Poke Bank

FastMCP server exposing Open Banking (Enable Banking) as MCP tools — get_auth_url, exchange_code, list_accounts, get_transactions, get_balances

34
972

Chroma MCP Custom

This is an enhanced fork of the original chroma-core/chroma-mcp project, featuring FastMCP architecture, streamable HTTP transport, and additional enhancements for production use.

34
973

Manger Leave System Lpmr

A simple yet powerful leave management system built with FastMCP (Model Context Protocol). This system allows organizations to manage employee leave requests, approvals, and balan…

34
974

Helios MCP

☀️Helios MCP: Give your AI permanent memory & personality! Install once, AI remembers forever. No more repeating context through versioned memory, behavioral & pattern learning, a…

34
975

Rag Demo

simple rag with fastMCP, azure ai search, azure openai

34
976

Fastmcp Chroma Ollama

Local memory system for LLM assistants using ChromaDB, Ollama, and FastMCP

34
977

Fastmcp Cocktail Rag

RAG (Retrieval-Augmented Generation) system using FastMCP and LMStudio to answer cocktail questions.

34
978

Notes With Mini Project

Remote MCP Expense Tracker built with FastMCP (Streamable HTTP). Track expenses via natural-language chat in Claude Desktop: add, list, and summarize transactions. Uses SQLite sto…

34
979

Plexmcp

FastMCP 3.1 MCP server for Plex Media Server — portmanteau tools, optional sampling and agentic workflows, optional RAG, and a glassmorphism webapp

34
980

AsesinoMCP Server

AsesinoMCP Server – A FastMCP-based productivity server that manages tasks, habits, expenses, and notes with a built-in reward system and SQLite storage..

34
981

Drag.ai MCP Chatbbot

AI-MCP Orchestrator” — ChatGPT-style Agentic System integrating LangChain, LangGraph, FastMCP, and Google MCP SDK, with 10 MCP tools, toggleable UI, persistent memory, and reactiv…

34
982

SammelsuriumMCP

This is a simple server application built using FastMCP, designed to handle various tools for retrieving information such as weather forecasts, web searches, Wikipedia queries, an…

34
983

Test Coach

This project implements an AI-powered testing and code-fixing server using FastMCP and OpenAI. It provides tools to generate tests, run them under coverage, and suggest code fixes.

34
984

Crypto Price AI Agent

An AI agent that monitors real-time cryptocurrency prices with local LLMs (Llama 3.2) using Pydantic AI framework, and a FastMCP server to bridge the database with Claude Desktop

34
985

Recipe MCP

A comprehensive Model Context Protocol (MCP) server that provides recipe search, storage, and meal planning functionality using TheMealDB API. Built with FastMCP and designed for…

34
986

SoftwareEnergyEfficiency MCP Server

This containerized MCP server written in Python and using FastMCP provides tools for increasing the energy efficiency of multiple computer languages and can be imported for use by…

34
987

Nano Brain

A tiny brain for your AI agent. Local MCP server with persistent memory — hybrid search (BM25 + vector + LLM reranking) across sessions, codebase, and notes. Works with Opencode,…

34
988

Skill Depot

RAG-based skill retrieval system for AI agents. Scalable long-term storage with semantic search via MCP.

34
989

Intellyweave CLI

Operations CLI for IntellyWeave - open-source platform for OSINT analysis, archival research, and investigative journalism

34
990

Libscope

AI-powered knowledge base with MCP integration — query library docs, internal wikis, and topics with semantic search

34
991

Code Rag MCP

MCP (Model Context Protocol) server for semantic code search. Replace grep/ripgrep with understanding-based code search.

34
992

Smriti MCP

Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph database), it uses E…

34
993

Ops Tools

rust devops cli terraform terragrunt ai-tools mcp-server security-scanner clean-code automation

34
994

Agentic Search

A Model Context Protocol (MCP) server that provides agentic search capabilities with support for vector search using Qdrant, full-text search using TiDB, or both combined.

34
995

Cursor Kg

High-performance Knowledge Graph MCP Server for Cursor IDE with local embeddings, advanced search, and comprehensive security features

34
996

Agentic Memory

Cognitive memory system for AI agents. Separate stores for semantic, episodic, and procedural memory. Multimodal embeddings via Gemini Embedding 2. Grounded in DeepMind AGI cognit…

34
997

Engraph

Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.

34
998

Project Rag

A Rust-based Model Context Protocol (MCP) server that provides AI assistants with powerful RAG (Retrieval-Augmented Generation) capabilities for understanding massive codebases. I…

34
999

Outline MCP Rs

Outline knowledge base MCP Server

34
1000

Kodabi Lightrag MCP

The LightRAG MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with LightRAG's HTTP APIs, enabling AI assistants and language models to intera…

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