MCP servers tagged rag
1.2K live MCP servers tagged "rag", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with rag.
Keka HR Integration Server
Integrate and automate Keka HR platform features such as employee management, attendance, leave, payslip, and holiday data through a secure MCP server. Utilize OAuth2 authenticati…
Rekko AI — Prediction Market Intelligence
Prediction market intelligence for Kalshi, Polymarket, and Robinhood. 25 MCP tools for AI analysis, arbitrage detection, strategy signals, portfolio tracking, and market screening…
AgentBroker
API-first crypto exchange for AI agents. Trade BTC, ETH, SOL, AVAX, LINK, DOT and more with market and limit orders. Register an agent account, check balances, deposit USDC, selec…
Novita AI
Manage your GPU instance resources effortlessly with Novita Server. Perform operations like listing clusters, creating and controlling GPU instances, and managing templates and ne…
WordPress & WooCommerce API Server
Expose WordPress and WooCommerce REST API tools to enable seamless integration and interaction with WordPress sites. Facilitate automated content management and e-commerce operati…
SourceSync.ai MCP Server
Integrate your AI models with SourceSync.ai's knowledge management platform. Seamlessly manage, ingest, and search your documents while leveraging external services for enhanced d…
Exa Web Search Server
Enable AI assistants to perform real-time web searches, academic paper searches, Twitter/X.com queries, and company research using Exa's powerful search API. Access structured sea…
Stochastic Thinking Server
Provide advanced stochastic algorithms and probabilistic decision-making capabilities to enhance AI assistants' decision-making processes. Enable exploration of multiple future sc…
Memory Box MCP Server
Save, search, and format memories with semantic understanding. Enhance your memory management by leveraging advanced semantic search capabilities directly from Cline. Organize and…
NexusBridge
Access 200+ AI models and 10 service categories through a single NexusBridge API key. Run LLM chat completions, code generation, image generation, text embeddings, web search, doc…
Mixpanel Integration
Talk to your Mixpanel analytics events data seamlessly! Query retention number, event data, funnels and more from any MCP client. Great for on-demand look ups like: "What's the we…
Gemini Thinking 2.5 Pro
Leverage advanced analytical thinking capabilities to break down complex problems and generate thoughtful responses. Enhance your problem-solving process with insights, confidence…
Sentry Server
Fetch and manage Sentry issue and event details seamlessly. Integrate with your Sentry projects to retrieve insights and streamline your debugging process. Enhance your workflow b…
Vestige MCP
Provide comprehensive access to Vestige API data and analytics through a standardized protocol interface. Query networks, protocols, assets, pools, trades, balances, notes, and va…
Prem AI MCP Server
Integrate seamlessly with Prem AI's powerful features for chat completions and document management. Enhance your AI assistants with Retrieval-Augmented Generation capabilities and…
Flux Cloudflare MCP
Generate high-quality images using AI with seamless integration into your applications. Leverage customizable parameters for image generation and enjoy secure processing through C…
koalr-mcp
Koalr — Deployment Intelligence MCP Server Query your engineering data directly from Claude. Koalr's MCP server gives AI assistants read-only access to your GitHub-connected engi…
Brian Knows
Enhance your applications with intelligent context-aware capabilities. Leverage real-world data and tools seamlessly to create more interactive and responsive user experiences.
Notion API Server
Enable seamless interaction with your Notion workspace through natural language commands. Automate content retrieval, page creation, and commenting by leveraging the Notion API vi…
WeatherXM Pro Weather Data Server
Provide real-time and historical weather data, forecasts, alerts, and station information from the WeatherXM decentralized weather network worldwide. Enable detailed weather insig…
GitHub Fetcher
Fetch file contents and browse directory trees from GitHub repositories. Locate exact files quickly and understand project structure at a glance. Accelerate research, code review,…
ssd-ai
AI development assistant that implements the **Model Context Protocol (MCP)** standard. It provides 36 specialized tools through natural language keyword recognition, helping deve…
Quake-Coding-Arena-MCP
# 🎯 Enhanced Quake Coding Arena Premium TypeScript MCP server that gamifies your development environment with authentic Quake 3 Arena sounds and dual voice announcers. ## 🎮 Featu…
Supabase Admin
Manage Supabase projects end to end across database, auth, storage, and realtime. Automate migrations and schema sync, generate types and CRUD APIs, and handle roles, policies, an…
Vibe Math
A local/remote high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculatio…
Diagrams
A local/remote MCP server for generating infrastructure and architecture diagrams as code using the Python [diagrams](https://diagrams.mingrammer.com/) library ## Features **5 D…
Ask Bera
Ask Bera MCP is a powerful Model Context Protocol (MCP) server that gives AI agents instant access to the entire Berachain ecosystem. Built with RAG (Retrieval Augmented Generatio…
Honcho Server
Build AI agents with social cognition and theory-of-mind capabilities to create personalized LLM-powered applications. Leverage comprehensive models of user psychology over time t…
hi-gcloud
Streamline GCP operations with quick access to logs, Cloud Run status, Cloud SQL (read-only), Storage, secrets, services, auth, and billing. Accelerate deployment debugging and co…
PsiAnimator Quantum Simulation Server
Simulate and visualize quantum physics phenomena with high precision and publication-quality animations. Leverage advanced quantum state management, time evolution, and measuremen…
Environment Settings Manager
Manage environment variables and application settings securely through a hosted MCP server. Simplify configuration and secret management for your applications with centralized con…
RDKit Chemical Informatics Server
# MCP RDKit Project ## Overview The `mcp_rdkit` project integrates the RDKit library with the MCP (Model Context Protocol) framework to provide advanced chemical informatics too…
Twitch-Streamer-Server
See setup blow. Enable AI agents to interact with Twitch streams by sending chat messages, managing polls and predictions, creating clips, analyzing chat activity, and moderating…
China Weather
Get real-time weather for supported Chinese cities. Browse the full list of cities to quickly find coverage. Stay informed with concise, up-to-date conditions for your location.
Sentient Brain Multi-Agent System
Coordinate and manage complex AI-driven software development workflows using a multi-agent architecture. Analyze, design, debug, and improve code projects with intelligent agents…
Mempalace Node
Local AI memory system for Node.js — verbatim storage, semantic search, knowledge graph, MCP server. Port of the Python MemPalace.
Openmediavault
MCP server for OpenMediaVault NAS — storage, shares, users, and system management
Aitherflow Knowledge
MCP server for RAG knowledge base search — local embeddings (fastembed/ONNX) + vector search (LanceDB)
snip-mcp
An MCP server for capturing screen regions directly into Claude Code conversations via hotkeys or tool calls. It provides Windows-specific screen snipping with multi-monitor suppo…
designer-mcp
A visual designer pen for Claude Code that lets users click, drag, or draw on webpages to get source code locations and screenshots for direct editing and verification.
Hyperliquid Spot API
Hyperliquid spot tokens, prices, volume, wallet balances. 454 tokens. x402 micropayment.
Lorem Ipsum Generator API
Generate placeholder text — paragraphs, sentences, words. x402 micropayment.
Word Counter API
Count words, characters, sentences, paragraphs, reading time. x402 micropayment.
ariadne
Local-first multilingual memory for Codex, Claude Code, and MCP clients using Qdrant and Ollama.
Glanser Guidelines MCP Server
Provides semantic search over a team's coding guidelines corpus using FastMCP, ChromaDB, and sentence-transformers. Enables fully offline operation with tools for searching, brows…
penni-mcp
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage your books through Claude Desktop or Cursor. Check balances, pull P&L reports, track invoices, create…
DocuMind
Fully local RAG agent built with FastMCP + ChromaDB + Ollama model.
YOLO11 PROJECT BLOODCELLTEST
基于Django搭建的血细胞检测系统引入智能助手工具调用RAG数据库查询
Local Rag System
Local RAG System for DevOps/SRE - Complete Documentation
Retrieval Kit
A small library for document ingestion, vector and keyword search to aid the creation of RAG systems and MCP servers for knowledge retrieval