MCP - Shield is a security tool for scanning MCP server vulnerabilities, which can detect security risks such as tool poisoning attacks, data leakage channels, and cross - domain violations.

Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.

An OpenAPI specification exploration server designed for Claude/Cursor, which helps users search for and understand API documentation through a three - step process.

Nx Console is a visualization tool for Nx and Lerna monorepo projects, which enhances the AI function of the editor and provides project and workflow management.

A software development planning tool based on the Model Context Protocol (MCP), which provides functions for task breakdown, progress tracking, and development plan management to help teams efficiently plan software development projects.

A local server based on the MCP protocol that implements semantic search and RAG functions for Apple Notes, which can be called by AI assistants such as Claude.

XiYan MCP Server is a Model Context Protocol server based on XiYan - SQL, which supports querying databases through natural language, provides multiple LLM model configurations and database connection methods, and is suitable for local or remote deployment.

Cryo MCP is a model completion protocol server based on the Cryo blockchain data extraction tool, which provides the ability to access blockchain data via API and supports SQL queries and output in multiple data formats.

Pixelle MCP is an omnimodal AIGC solution based on the MCP protocol, which can convert ComfyUI workflows into MCP tools without code, achieving seamless integration between LLM and ComfyUI.

ServeMyAPI is a secure API key management tool based on macOS Keychain, providing cross-project key storage and access services through the MCP protocol, which solves the security and collaboration problems of traditional.env files.

An MCP diagnostic tool developed specifically for Trae IDE, which can obtain real-time error, warning, and prompt information in the project, helping the AI Agent provide accurate code analysis and repair suggestions.

This project provides an MCP server that connects to the Taiwan Central Weather Bureau API, which can conveniently obtain weather forecasts and historical rainfall data in Taiwan region.

Whistle MCP Server is a Whistle proxy management tool based on the MCP protocol, which allows an AI assistant to directly control the local Whistle proxy server and achieve automated management of rules and requests.

This is a Label Studio integration server based on the Model Context Protocol, which realizes programmatic interaction with Label Studio instances through the label - studio - sdk, supporting functions such as project management, task management, and prediction integration.

This is a demonstration project of the ActionKit MCP server, which is used to connect to Claude Desktop or Cursor and provide Slack-related operation functions. Users need to be authenticated through the Paragon Connect Portal before use.

This is an MCP server based on the Alpha Vantage API, which provides stock data query functions and can be used as a context data source for LLMs.

An MCP server for batch - reading memory bank files, which reduces the frequency of AI tool calls and saves time and costs by loading all files in the directory at once.

A Jotai MCP server project based on Deno, which requires the configuration of a GitHub personal access token to run

A Lightning Network tool server based on the MCP protocol, providing Lightning address interaction and common tool functions, which can be used in conjunction with the NWC server

MCP-Photoshop is a project related to image processing, which may involve the development, optimization, or services of Photoshop tools or plugins.

Crawl4AI MCP Server is an intelligent information acquisition server based on the MCP protocol, which provides multi - engine search and optimized web content extraction functions for AI systems, and converts web pages into a format suitable for LLM processing.

This project is an integrated MCP server suite with various functions, including media tools, information retrieval, PDF generation, and presentation creation services, which need to be configured and run separately.

A text editing system integrated with Claude Desktop, which realizes text selection, editing, and automatic replacement functions at the macOS system level through the MCP protocol, supporting custom prompts and desktop notifications.

A Laravel Artisan command execution server based on the MCP protocol, which securely manages local Laravel projects through an AI assistant

The Logfire MCP server is a model context protocol service based on OpenTelemetry, which provides the ability for LLM to access application telemetry data and supports exception tracing and custom SQL queries.

A voice recording and transcription MCP server based on the Whisper model, which can be used as an extension of Goose AI or run independently, supporting various recording scenarios and model configurations.

Hello-MCP is a simple project implementing the MCP protocol, including a client and a server, which helps understand the working principles of the MCP protocol.

A browser automation project based on the MCP protocol, which controls browsers through Playwright and interacts with the Claude desktop client

UIThub MCP Server is a GitHub repository content interaction service designed for Claude, which can intelligently retrieve and analyze code library content through the API.

The AgentOps MCP Server provides observability and tracking data for AI agent operation, which is used for debugging and analyzing the success and failure of agents.

The PostgreSQL MCP Server is an implementation based on the Model Context Protocol (MCP), which allows AI agents to interact with PostgreSQL databases through standardized interfaces.

This project is a server based on the Model Context Protocol (MCP), which provides Claude with the ability to access Ethereum and EVM-compatible blockchains through ethers.js v5, including operations such as creating wallets, querying balances, sending transactions, and interacting with smart contracts.

A voice recording and transcription MCP server based on the Whisper model, which can be run as an extension of Goose AI or an independent service.

This project is a Reddit service interface based on the Model Context Protocol (MCP), implemented through the Python Reddit API Wrapper (PRAW), which allows AI assistants to access and interact with Reddit content. The project provides functions such as user information analysis, getting popular posts, community statistics, and viewing trending sub - forums, and supports authenticated users to post and comment.

This project is a server based on the Model Context Protocol (MCP), which realizes seamless integration with the Milvus vector database and provides a standardized data access interface for LLM applications. It supports direct invocation of Milvus's search, query, and management functions in applications such as Claude Desktop and Cursor.

A Python template project for quickly building a Model Context Protocol (MCP) server, which provides registration and exposure functions for tools and tips and supports multiple deployment methods.

This project is a movie information MCP server based on the TMDB API, providing functions such as movie search, recommendation, and popular movie query, which can be integrated with the Claude desktop application.

MCP Servers is a project hosted on GitHub, which includes workflows such as automated testing, code coverage checking, and security scanning, and follows open - source licenses and community codes of conduct.

An MCP server for downloading and parsing Substack articles, which can be integrated with the Claude.ai desktop application.

An MCP server based on TypeScript, which controls the Minecraft Bedrock Edition via WebSocket connection, provides functions such as player operations, world management, and building tools, and supports AI automated operations.