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.

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 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.