MCP Servers
Discover and explore Model Context Protocol servers for AI integration. Find the perfect tools to enhance your AI workflows.
Top Starred Servers
A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. This server allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured.
An AWS Serverless Application Model that operates as an MCP server via serverless AWS resources
**摘要：** parquet_mcp_server 是一个用于从 Parquet 文件生成文本嵌入的 Python 服务器，支持 NLP 任务和 ML 工作流，并与 Claude Desktop 集成。
A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases.
MCP File System Server: A secure Model Context Protocol server that provides file operations for AI assistants. Enables Claude and other assistants to safely read, write, and list files in a designated project directory with robust path validation and security controls.
a cli/mcp server tool for managing mcp server json config file with version control, profiles and multi-client support
A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to search and shop on Bitrefill.
MCP server implementation that serves up-to-date information about projects from api.spring.io
A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.
A MCP server that provides text-to-image generation capabilities using Stable Diffusion WebUI API (ForgeUI/AUTOMATIC-1111)
An MCP server for accessing data from Data.gov, providing tools and resources for interacting with government datasets.
A versatile MCP-compliant web content fetching tool that supports multiple modes (browser/node), formats (HTML/JSON/Markdown/Text), and intelligent proxy detection, with bilingual interface (English/Chinese).
A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.
A resilient MCP server built with fastMCP for sending emails through Gmail's SMTP server using AI agents.
A model-agnostic Message Control Protocol (MCP) server that enables seamless integration with various Large Language Models (LLMs) like GPT, DeepSeek, Claude, and more.
[Self-hosted] A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results.
This is a TypeScript-based Model Context Protocol (MCP) server that implements a virtual pet simulation system. It demonstrates core MCP concepts by providing tools for pet care and interaction.
A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources.
Hevy MCP Server 是一个 TypeScript Node.js 服务器，通过 MCP 将 Hevy 训练数据连接到 AI，实现使用语言模型进行训练跟踪和分析。
📢 Instagram MCP Server – A powerful Model Context Protocol (MCP) server for tracking Instagram engagement, generating leads, and analyzing audience feedback.
**摘要：** mcp-server-fetch-python 是一个用于抓取网页内容（文本/HTML/Markdown）并从媒体文件中提取数据的服务器，支持JavaScript渲染和AI处理。
A powerful Model Context Protocol (MCP) server that revolutionizes NPM package analysis through AI.
LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advanced AI assistants, including blockchain public chain operations (SOLANA,ETH,BSC,etc.)
Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.
an MCP server for the services I like to use with AI agents, which you should probably fork and modify for your own use. No PRs accepted, this is just for me. Not private because you or a bot might get something out of what you see here.
MCP server for managing software projects, providing tools for project tracking, note-taking, and GitHub integration
目标故事不仅仅是一个目标追踪器——它是一种全新的管理你愿望的方式。我们称之为“目标故事化”。与其处理无尽的清单，不如让目标故事引导你一次专注于一个目标，塑造一个深深个人化的叙述，让你保持动力并走在正轨上。通过对话式AI的支持，目标故事提供了针对你独特动机量身定制的建设性见解和创意故事讲述，帮助你以一种充满动力和乐趣的感觉完成你的目标。
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.
A Model Context Protocol (MCP) server built with Cloudflare Workers for integration with Claude and other AI assistants
Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.
Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your Audiense Insights account
An MCP Server for WolframAlpha's LLM API, able to return structured knowledge & solve math
Connect Claude to Linear project management systems. Retrieve, create, and manage issues and projects seamlessly.
An MCP server that enables dynamic, reflective problem-solving by structuring thought processes and automatically logging each session to Recall.
A lightweight utility that securely loads API keys for Cursor MCP servers from your home directory, preventing accidental exposure of secrets in repositories. Keep your credentials safe while maintaining seamless integration with AI coding assistants.