2025 年最佳 RAG MCP 服务器

An open-source agent toolkit that auto-syncs SDK versions, docs, and examples—built for seamless integration with LLMs, and AI agents ( MCP compatible).

Deno/TypeScript MCP Server providing context related to Terragrunt documentation.

MCP for Root Signals Evaluation Platform

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

MCP Server for reasoning

A comprehensive set of PDF manipulation tools built with the Model Context Protocol (MCP) framework.

MCP server implementation for Kibela API integration

An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀

Scrapeless Mcp Server

An unofficial MCP interface to interact with the PapersWithCode API

📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists

An MCP server for querying Solana transactions using natural language with Solscan API

A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.

An MCP server serving as a structured knowledge base of crypto whitepapers.

An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds.

You can add Zaturn MCP to Claude Desktop (or any MCP client), connect your data sources, ask questions in natural language, and get instant insights with visualizations.

🪐 ✨ Model Context Protocol (MCP) Server for Jupyter.

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask questions about the Vercel AI SDK and receive accurate, contextualized responses based on the official documentation.

Deep Research for crypto - free & fully local

A MCP (Model Context Protocol) server for interacting with dbt.

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

A Model Context Protocol (MCP) server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

支持SSE，STDIO；不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展 Support for SSE, STDIO in MySQL MCP server mcp_mysql_server_pro is not just about MySQL CRUD operations, but also includes database anomaly analysis capabilities and makes it easy for developers to extend with custom tools.

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.

AI's query engine - Platform for building AI that can learn and answer questions over large scale federated data.

A Model Context Protocol (MCP) server that provides AI assistants with direct access to Mastra.ai's complete knowledge base. This includes comprehensive documentation with MDX support, a collection of production-ready code examples, technical blog posts, and detailed package changelogs.

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.

BioMCP: Biomedical Model Context Protocol

MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.

MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and data trend analysis tools via DataLab API.

Pinecone Assistant MCP server

An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.

Postgres Pro MCP Server supports you and your AI agents throughout the entire development process.

This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.

Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP

With watsonx.ai Flows Engine you can build tools out of any data source, and deploy them to an endpoint in the cloud. Tools built with watsonx.ai Flows Engine can be used in any Agentic Framework using the SDK for Python & JavaScript.

MCP server for analyzing AWS service costs and generating cost reports.

MCP server for accessing Amazon Bedrock Knowledge Bases

A MCP server implementation for LongPort OpenAPI, provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.

Reliable LLM Memory for AI Applications and AI Agents

The most reliable AI agent framework that supports MCP.

MCP server for accessing Dutch World War II archives through the Oorlogsbronnen API. Provides structured access to historical records, photographs, and documents from 1940-1945 Netherlands.

A MCP server for our beloved terminal multiplexer tmux.

chaitin ip intelligence search tool for mcp

Agentset MCP Server - Build RAG with Agentic superpowers

An MCP server implementation for interacting with the Unstructured API. This server provides tools to list sources and workflows.

The Model Context Protocol (MCP) is an open standard that enables AI systems to interact seamlessly with various data sources and tools, facilitating secure, two-way connections.

StarRocks MCP (Model Context Protocol) Server