開發 資源

Notion MCP Server is a Model Context Protocol (MCP) server implementation that enables AI assistants to interact with Notion's API. This production-ready server provides a complete set of tools and endpoints for reading, creating, and modifying Notion content through natural language interactions.

An MCP Server that provides an interactive Python REPL (Read-Eval-Print Loop) environment.

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

This MCP (Model Context Protocol) server integrates with SerpApi to perform searches across various search engines and retrieve both live and archived results. It exposes tools and resources for seamless interaction with MCP clients or hosts, such as Grok or Claude for Desktop.

An MCP server for interacting with Linear's API. This server provides a set of tools for managing Linear issues, projects, and teams through Cline.

This Model Context Protocol (MCP) server connects to Garmin Connect and exposes your fitness and health data to Claude and other MCP-compatible clients.

This project serves as a foundation for developing custom Model Context Protocol (MCP) servers that connect AI assistants to external data sources or APIs. It provides a complete architecture pattern, a working example tool, and development infrastructure ready for extension.

A Redis Model Context Protocol (MCP) server implementation for interacting with Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

This repository contains MCP (Model Context Protocol) servers for integrating with OpenAI's o1 model and Flux capabilities.

A Model Context Protocol server that provides a secure JavaScript execution environment.

A Model Context Protocol (MCP) server implementation for executing CMD commands on both Windows and Linux, as well as allowing SSH connections. This server allows you to integrate command-line operations with MCP-compatible applications.

MCP server template for VS Code Agent

MCP (Model Context Protocol) server for Bitbucket Server Pull Request management. This server provides tools and resources to interact with the Bitbucket Server API through the MCP protocol.

A Model Context Protocol (MCP) server that provides powerful source code analysis capabilities for Unreal Engine codebases. This tool enables AI assistants like Claude and Cline to deeply understand and analyze Unreal Engine source code.

A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give AI assistants intelligent access to codebases with appropriate context management. Claude Desktop is the reference implementation target.

Model Context Protocol (MCP) server implementation for DataForSEO, enabling Claude to interact with selected DataForSEO APIs and obtain SEO data through a standardized interface.

本仓库配置了以下 GitHub Actions 工作流：

Welcome to The AI Language project! In this repository, you'll find multiple examples of setting up MCP Servers. MCP (Model Context Protocol) is a framework for AI models that enables them to store data, run tools, and use prompts for specific tasks.

A Model Context Protocol (MCP) connector for Google Sheets that allows AI agents to interact with spreadsheets directly.

MemoryMesh is a knowledge graph server designed for AI models, with a focus on text-based RPGs and interactive storytelling. It helps AI maintain consistent, structured memory across conversations, enabling richer and more dynamic interactions.

Note that this list is continuously updating and improving. Please star this repo if you find it useful – it's worth bookmarking!

This project implements an advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP. It represents a significant evolution from simpler state-tracking approaches by leveraging coordinated, specialized agents for deeper analysis and problem decomposition.

为了让大模型能访问市面上主流框架的技术文档，我们主要通过用户输入的 query，结合指定 site 特定域名的谷歌搜索进行搜索相关网页，并对相关网页进行解析提取网页文本并返回。

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with WordPress sites through the WordPress REST API. This server provides tools for managing all aspects of WordPress programmatically, including posts, users, comments, categories, tags, and custom endpoints.

This repository serves as a centralized collection of resources to maximize productivity with Cursor, the AI-powered IDE. It contains prompts, rules, Model Context Protocol (MCP) servers, scripts, and other utilities that enhance the Cursor development experience.

An MCP (Model Context Protocol) server implementation that integrates Claude with Salesforce, enabling natural language interactions with your Salesforce data and metadata. This server allows Claude to query, modify, and manage your Salesforce objects and records using everyday language.

A lightweight Ruby framework for implementing MCP (Model Context Protocol) servers with a Sinatra-like DSL.

JigsawStack MCP (Model Context Protocol) Server is a versatile platform designed to facilitate the integration and management of various tools. Each directory within the server represents a distinct tool that can be utilized for different purposes by an LLM. The server is built using Node.js and Express.js, and each tool is encapsulated within its own directory, making it easy to add, remove, or update tools without affecting the overall system.

A Model Context Protocol (MCP) server for Windows desktop automation using AutoIt.

A Model Context Protocol (MCP) server for seamless integration with Onyx AI knowledge bases.

A Server-Sent Events (SSE) implementation using FastAPI framework with Model Context Protocol (MCP) integration.

An MCP server allowing AI assistants (like Claude) to interact with your Telegram account using the user client API (not the bot API). Built with @mtproto/core and the FastMCP framework.

基于Anduin2017/HowToCook打造的 MCP(Model Context Protocol)服务器，让 AI 助手能够为你推荐菜谱、规划膳食，解决'今天吃什么'的世纪难题！

An MCP (Model Context Protocol) server that provides access to Rust documentation from docs.rs. This server allows AI tools to search for documentation, type information, feature flags, version numbers, and symbol definitions/source code.

A Model Context Protocol server implementation for ClickUp integration, enabling AI assistants to interact with ClickUp workspaces.

A Model Context Protocol (MCP) server implementation for Notion integration, providing a standardized interface for interacting with Notion's API. Compatible with Claude Desktop and other MCP clients.

An MCP (Model Context Protocol) server that provides PDF manipulation tools. This server allows LLMs to perform operations like merging PDFs and extracting pages through the Model Context Protocol.

A powerful MCP server that integrates MATLAB with AI, allowing you to execute MATLAB code, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation directly through your AI assistant.

MCP Server for Authentication Management

A Model Context Protocol (MCP) server that provides integration with Figma's API through Claude and other MCP-compatible clients. Currently supports read-only access to Figma files and projects, with server-side architecture capable of supporting more advanced design token and theme management features (pending Figma API enhancements or plugin development).

A Model Context Protocol (MCP) server that provides a standardized interface for AI assistants to interact with the ClickUp API. This server enables AI systems to access and manipulate ClickUp data such as workspaces, spaces, folders, lists, tasks, docs, comments, and checklists.

A Model Context Protocol (MCP) server for PostgreSQL databases with enhanced capabilities for AI agents.

An MCP server providing semantic memory and persistent storage capabilities for Claude Desktop using ChromaDB and sentence transformers. This service enables long-term memory storage with semantic search capabilities, making it ideal for maintaining context across conversations and instances.

MetaMCP MCP Server is a proxy server that joins multiple MCP⁠ servers into one. It fetches tool/prompt/resource configurations from MetaMCP App⁠ and routes tool/prompt/resource requests to the correct underlying server.

This is a Model Context Protocol (MCP) server for executing SQL queries against Databricks using the Statement Execution API. It can retrieve data by performing SQL requests using the Databricks API. When used in an Agent mode, it can successfully iterate over a number of requests to perform complex tasks. It is even better when coupled with Unity Catalog Metadata.

write notes to Flomo.

An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP.

This MCP server provides read-only access to MySQL databases.