wcgw is an MCP server project that integrates Shell and code editing tools, allowing AI to execute commands, read and write files, edit code, etc. on the local machine. It provides multiple modes (such as Architect Mode, Code Writing Mode, etc.), supports task checkpoint saving, terminal interaction, syntax checking, etc., and is suitable for scenarios such as code development and problem troubleshooting.

This is a TypeScript-based MCP server project that connects MCP clients such as Cursor with YNAB (You Need A Budget) accounts, enabling direct access to and operation of personal financial data from the editor. The project provides various tools, including listing budgets, accounts, categories, and transactions, and supports reading and writing financial data through the YNAB API.

The Panther MCP server is a security analysis platform that provides functions such as writing detection rules in an IDE, querying security logs through natural language, and alert handling, and supports configuration of multiple tools and clients.

AutoMobile is a mobile automation toolset that provides automation testing, UI interaction, test writing, and execution functions for the Android platform. It enables intelligent interaction loops and source code mapping through the MCP server.

TurboVault is a production-level MCP server that transforms an Obsidian knowledge base into an AI-driven intelligent knowledge system. It provides 44 professional tools for reading, writing, searching, analyzing, and managing notes, with a performance of less than 100 milliseconds.

The MCP plugin for TiddlyWiki allows AI agents to connect to and operate the TiddlyWiki knowledge base, providing tools for reading, searching, writing, and deleting entries.

A stateful Bluetooth Low Energy (BLE) Model Context Protocol (MCP) server that provides development tools and AI agents with the ability to interact with real BLE hardware. It supports operations such as scanning, connecting, reading and writing, and subscribing to notifications, and can extend device protocol specifications and plugins.

The Claude-LaTeX MCP integration project connects Claude AI with LaTeX editors through Anthropic's Model Context Protocol (MCP), providing AI - assisted functions for academic writing, science fiction creation, and philosophical writing, including core tools such as formula generation, document structure optimization, and reference management, as well as professional extension modules for different types of content.

A simple MCP server based on SSE, including sample tools, resources, and prompts, supporting PostgreSQL reading and NATS writing functions.

A Python implementation of an MCP server for Bitbucket integration, providing a variety of Bitbucket operation tools, such as repository management, branch operations, file reading and writing, etc., supporting local running and secure interaction with AI applications.

Shrike MCP is an MCP server that provides real - time security scanning for AI agents. It integrates 9 security tools and scans prompts, responses, SQL queries, file writing, CLI commands, and web searches through a multi - stage detection pipeline to prevent prompt injection, jailbreak, PII leakage, and data theft.

This project is a FastMCP server that provides batch file and folder operation tools, including file reading and writing, creation, moving, deletion, and other operations. It supports batch calls to tools to improve efficiency.

This is an educational MCP server implementation based on the Go language and the Echo framework, providing the function of accessing the local file system through the MCP protocol, including tools and resources for file listing, reading, and writing.

This is a Google Sheets MCP server project that provides tools for interacting with Google Sheets, including functions for reading, writing, and updating spreadsheet data.

An MCP server designed for chemical research, integrating 81 tools, covering the complete scientific research process such as literature retrieval, compound data, synthesis planning, experimental calculation, and paper writing, supporting more than 25 scientific APIs and 202 named reactions.