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.

An AI mentor server based on the Model Context Protocol, providing second - opinion services such as code review, design evaluation, writing feedback, and creative brainstorming through Deepseek - Reasoning

Zaturn is an AI-powered data analytics assistant that enables natural language queries to obtain business insights and visualization results without writing code.

An MCP server built on Deno and TypeScript, providing context information related to Terragrunt documentation and GitHub issues, aiming to improve IDE support and AI assistance accuracy when writing IaC configurations.

This is a TypeScript-based File System MCP Server that provides a secure and reliable local file system operation interface for AI agents, including functions such as reading, writing, updating, and managing files and directories.

Temporal-MCP is a server that connects AI assistants with Temporal workflows. Complex workflows can be triggered and managed through natural language conversations without writing additional code.

An Excel file reading and writing service based on the Spring AI MCP framework, supporting integration with large language models for dynamic interaction

VkRunner is a Vulkan shader testing tool based on Piglit's shader_runner, aiming to support test scripts as similar as possible to Piglit's shader_test format. It supports writing shaders in GLSL or SPIR-V and provides a rich set of test commands to verify shader behavior, including drawing, computing, and probe detection functions.

The Filesystem MCP Server is a Node.js-based filesystem tool server that follows the Model Context Protocol (MCP), providing AI agents with secure and efficient file access capabilities. It ensures operation security by limiting the project root directory, supports batch operations to reduce communication overhead, and offers rich file management functions such as reading, writing, editing, searching, and permission management.

Inked is a writing assistance tool based on Claude AI, designed for long - form content creators, providing draft management, content generation, and multi - format output functions.

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.

A repository focused on exploring and applying generative AI (GenAI), aiming to help users learn and experiment with the application of GenAI in daily tasks, including writing, programming, image generation, etc., through practical cases and resource sharing.

An MCP server based on the NVIDIA USDCode API, providing an AI assistant tool for Isaac Sim script writing, USD operations, Python code snippets, and API usage assistance.

Attio's MCP server is used to connect AI clients (such as Claude) to the Attio API, supporting reading and writing of company records and notes.

The MCP Document Service is a document management system based on the Model Context Protocol, providing functions such as reading, writing, editing, searching, and health checking of Markdown documents, and supporting seamless integration with AI assistants.

The Obsidian MCP Server is a tool that connects AI assistants with the Obsidian knowledge base. It provides functions such as note reading and writing, intelligent search, and tag management, and supports interaction with Obsidian through the REST API.

Proton Drive MCP is a local server that allows AI assistants to interact with Proton Drive files through the MCP protocol, providing operations such as file reading and writing, directory management, etc. It supports cross - platform and ensures data security.

This project is an Excel macro file (.xlsm) operation server based on the MCP protocol, which supports integration with AI assistants through standard input and output and provides functions such as Excel file creation, data reading and writing, and macro management.

An enhanced MCP server that connects AI assistants such as Claude to Google Docs for document reading, writing, formatting, and structured operations.

The Acrolinx MCP Server is a text analysis and improvement service integrated with the Acrolinx NextGen API. It provides functions such as text rewriting, content analysis, and writing suggestions for AI assistants, supporting multiple writing styles and English dialects.

The AIStor MCP server is a service based on the Model Context Protocol (MCP) for interacting with AIStor object storage. It supports various operations, including reading, writing, deleting, and management functions, such as listing buckets and objects, getting metadata, creating presigned URLs, and using AI to describe object content. It has flexible configuration and can enable operations at different permission levels through flags.

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.

The GDAI MCP Godot plugin is a tool that allows AI to remotely control the Godot engine editor via the MCP protocol, supporting functions such as automated scene creation, node creation, script writing, and debugging.

An MCP server tool designed for AI assistants, supporting operations such as file reading, writing, deletion, and renaming, optimizing the development process and improving coding efficiency.

Second Opinion MCP is a multi - AI model consulting platform that allows users to instantly obtain second opinions from different AI models such as OpenAI, Gemini, Grok, Claude, HuggingFace, DeepSeek, and OpenRouter in Claude conversations, supporting functions such as code comparison, creative writing, problem - solving, and cross - model analysis.

A lightweight MCP file system server that enables AI agents to interact with the local file system through a JSON - RPC interface, supporting operations such as file reading and writing, and directory listing.

An MCP server that provides file system operations for Claude AI, supporting various file operations such as reading, writing, and searching, and having the security feature of directory access restrictions.

A file system service based on the MCP protocol that provides a secure API for file operations in the project directory and supports AI assistants for code reading, writing, editing, and management.

An AI mentor server based on the Model Context Protocol, providing second opinion services such as code review, design evaluation, writing feedback, and creative brainstorming through Deepseek-Reasoning

API Auto MCP Server is a tool that automatically generates an MCP server based on the OpenAPI specification, allowing AI to access server APIs without writing any code.

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.

Add a persistent logging function to the Win10 MCP server to prevent the problem of incomplete file writing by Claude AI through backup files and operation log recording.

OneNote MCP Server is a service based on the Model Context Protocol that allows AI assistants to securely access and operate Microsoft OneNote data, providing functions such as reading, writing, searching, and editing, and supporting advanced content processing and verification.

The Alchemy MCP Server is a protocol server that connects AI agents with Alchemy's blockchain APIs, enabling agents to directly query blockchain data without writing code, including multi-chain functions such as token prices, NFT ownership, and transaction history.

This is a server that allows an LLM (such as Claude) to directly interact with the BigQuery database. It acts as a secure translation layer between the AI assistant and the database, supporting data query in natural language without manually writing SQL.

An MCP server that allows AI agents to interact with the Concordium blockchain through natural language, enabling users to query information about accounts, blocks, tokens, validators, smart contracts, etc. without writing code.

A file system service based on the MCP protocol, providing a secure API for file operations in the project directory and supporting collaborative development functions such as code reading, writing, and editing for AI assistants.

An MCP server project that integrates Notion with Claude AI, supporting functions such as reading and writing Notion content and database queries.

DBChat is a tool that allows users to converse with databases in natural language through AI technology. Users can query data and generate visual charts without writing SQL, and it supports multiple database types.

Obsidian MCP Server is a server based on the MCP protocol that allows AI assistants to interact with the Obsidian note library, providing functions such as note reading and writing, and tag management.