Developer Tools MCP Repositories

Execute shell commands securely within an isolated Docker container environment. It supports both synchronous and asynchronous execution with multiple notification modes, while also integrating Kubernetes tools.

Manage and query documents in a local directory using retrieval-augmented generation techniques, integrating context from text files and Git repositories. Supports listing documents and generating responses based on queries with context from the stored content.

Connects GitHub code to Claude.ai for context enhancement through code extraction using the Pera1 service.

Enhance applications with advanced language models for idea generation, analysis, and manipulation. Context-aware interactions enable transformation of workflows through intelligent thought processing.

Analyze website performance and capture screenshots using Playwright and Lighthouse. Gain insights into web application performance metrics with real-time analysis and visual feedback.

Obfusgator is a tool for obfuscating Zig programs, allowing users to easily obscure the code of existing Zig files or run the tool on itself for obfuscation.

PopUI enhances interactions with Claude Desktop by providing collaborative user interface tools that allow for real-time creation and manipulation of user interfaces. It streamlines workflows by facilitating seamless communication without the need for keyboard input.

Demonstrates security vulnerabilities in MCP servers by exposing insecure tools for educational purposes. Showcases common attack vectors like SQL injection and arbitrary SQL execution, facilitating an understanding of risks and mitigation strategies.

Integrate with the AivisSpeech Engine to provide high-quality speech synthesis capabilities for applications, facilitating the conversion of text to natural-sounding speech. The server offers a type-safe API compliant with the Model Context Protocol, ensuring easy configuration and extensibility.

Set up a customizable MCP server for Claude Desktop to facilitate integration with Google Cloud and manage datasets, enabling effective data interaction and query handling.

Execute shell commands securely with whitelisted options, ensuring controlled and monitored execution for machine learning applications.

Connects Claude AI to QGIS for project management and layer manipulation, enabling the creation, loading, and saving of projects as well as executing processing algorithms and running Python code directly from Claude.

Provides access to MongoDB databases for large language models, enabling inspection of collection schemas and execution of read-only queries.

Dynamic MIDI composition and audio synthesis with functions for instrument control, effects management, track handling, and real-time collaboration with MIDI devices.

An MCP server for web browsing automation that integrates Azure OpenAI to facilitate interactions with web applications through an automated interface. It utilizes Playwright for end-to-end testing and customizes responses to fit the OpenAI function calling format.

A platform for discovering popular Chinese open-source projects on GitHub, facilitating the absorption of valuable experiences and results without language barriers. It provides a ranking of the most favored Chinese repositories to enhance development efficiency.

Create and connect custom tools to Cursor IDE using the Model Context Protocol, enhancing the IDE experience with tailored functionalities.

Automate GUI tasks by controlling the mouse and keyboard to interact with desktop applications, enabling AI agents to perform repetitive actions and streamline workflows.

Manage Git operations on local repositories, including listing repositories, fetching tags, and tracking commits. Streamline version control workflows with essential Git functionalities.

Analyze and debug Model Context Protocol logs from various platforms. Filter, paginate, and retrieve log entries for troubleshooting and understanding tool interactions.

Manage and operate GitHub Actions workflows by triggering, canceling, and analyzing workflow executions. Provides error handling and type validation for integrating with the GitHub Actions API.

Manage and monitor Nomad jobs, deployments, namespaces, nodes, allocations, variables, volumes, and ACLs. Perform real-time monitoring and secure operations using token-based authentication for Nomad cluster administration and automation.

Interact seamlessly with GitLab repositories to manage merge requests and issues, fetch details, and add comments to streamline the code review process.

Orchestrates and enhances LLM workflows by integrating multiple MCP servers and tools, enabling complex multi-step task management with robust retry mechanisms. Facilitates accurate and cost-effective solutions by utilizing various LLM providers and tools based on specific task requirements.

Learn and practice Git and GitHub effectively, enhancing version control skills and enabling collaborative project management.

Connects MCP clients to SLOP-compatible servers by translating MCP messages into SLOP API calls, facilitating integration and interaction with SLOP resources and tools.

Enables browser automation with video recording capabilities, allowing interaction with web pages through structured accessibility snapshots. Supports navigation, form-filling, data extraction, and automated testing without relying on visual inputs.

Enhances the Model Context Protocol by enabling comprehensive tool integration and context management, while allowing for the seamless forwarding of commands and results between multiple MCP servers. Supports both static and dynamic tool capabilities, simplifying client configuration for users.

Enables semantic similarity search and vector collection management using ChromaDB in a Dockerized environment. Supports customized document collections and search queries through a Python script.

Control applications using LLM agents and integrate with tools like Claude-desktop or Cursor to automate tasks and streamline workflows.