Developer Tools MCP Repositories

Enhances complex reasoning capabilities in AI models with a structured thinking tool. Supports multi-step analyses and decision-making processes by providing a dedicated framework for problem-solving tasks.

Execute terminal commands securely and efficiently with enhanced security controls. Ideal for development systems, it enables seamless integration with AI assistants supporting the Model Context Protocol.

Natural language editing of Android user preferences during app development, enabling management of preferences, listing connected devices, and querying installed apps through intuitive commands.

Generates flowcharts and diagrams from text descriptions or Mermaid code and exports them as high-quality PNG images. Integrates seamlessly with MCP clients to interpret user inputs and produce visual representations of complex workflows.

Transforms Dify API into OpenAI API format for seamless interaction, supporting dynamic model configurations and error handling. Enables direct interaction with Dify services using OpenAI API clients while managing smooth output streaming.

Manage and coordinate distributed agents and tasks through a secure API, enabling agent registration, task creation, monitoring, and status tracking.

Integrates Vercel AI SDK core functionalities into AI development environments, enabling intelligent responses and dynamic data handling for applications. Supports features like object generation, text generation, streaming text, and UI component creation.

Provides secure execution environments for Python code within isolated sandboxes, enabling file management and package installation. Supports modular integration with various MCP clients for enhanced code execution workflows.

Automate schema learning, query validation, and execution for Gel databases using natural language interactions. Integrates with EdgeQL for efficient database management and facilitates seamless connections with LLMs to enhance user interactions.

Facilitates Grey Hack game development with tools for code search, transpilation, and validation against the official Grey Hack API. Streamlines coding tasks by generating templates for common game functionalities.

MCP Forge generates new MCP servers from customizable templates, facilitating integration with Cursor IDE and deployment instructions through Smithery. Users can create servers with various functionalities, such as web search or database interactions.

A collection of implementations for the Model Context Protocol (MCP) that enables secure, controlled access for large language models (LLMs) to various tools and data sources. These servers showcase versatility and extensibility through reference implementations using Typescript and Python MCP SDKs.

Manage Docker containers using natural language commands, facilitating the composition of containers, introspection and debugging of running instances, and management of persistent data through Docker volumes.

VeyraX MCP enables seamless integration of various tools across multiple MCP-compatible environments through a single authentication. Users can efficiently manage and utilize their tools within AI assistants and editors without repeated logins.

Centralized gateway for unifying access to various AI tools and services via an OpenAI-compatible API. Supports both synchronous and asynchronous execution while managing jobs with a comprehensive tracking system.

Connects Cloudflare Workers to various MCP clients for real-time interaction and customization, enabling serverless function integration.

Integrates with intelligent search and documentation retrieval to assist coding by discovering APIs and modernizing code. Maintains context across queries using a database, while employing advanced query processing and intelligent rate management for effective responses.

Analyze binary files and manage functions and variables remotely using IDA Pro's headless mode. Provides tools for efficient remote operations through the Multi-Client Protocol.

A curated resource for discovering free developer services and tools, specifically targeting infrastructure developers, system administrators, and DevOps practitioners. Offers a collection of SaaS, PaaS, IaaS, and APIs with free tiers to facilitate project acceleration.

Access and manage code quality, security, and repository data from the Codacy API, enabling analysis of repository metrics and issues. Integrates with development workflows for seamless management of code quality and security checks.

Integrate Salesforce CLI commands into AI workflows to execute commands, view help information, and manage Salesforce projects directly from LLM tools.

A web application framework that enables the building and deployment of performant web applications with features like automatic page updates and optimized font loading.

Interact with Confluent Kafka and Confluent Cloud REST APIs, managing Kafka resources and data schemas through a user-friendly interface. Enable natural language interactions for handling Kafka topics, connectors, and Flink SQL statements.

Manage Kubernetes and OpenShift resources seamlessly, facilitating operations and configurations within Kubernetes clusters.

Automates the creation of organized context files for codebases to facilitate interaction with AI models like ChatGPT and Claude, enhancing tasks such as code refactoring and documentation.

Automate the fine-tuning and deployment of custom Stable Diffusion models using a fully automated MLOps pipeline that integrates various Google Cloud components. The workflow facilitates Triggering, managing, and tracking training jobs while simplifying machine learning processes for model enhancement.

Interact with Crawlab's spider and task management features, perform file operations, and access resources through a standardized interface for seamless AI application integration.

Perform structured code reviews by analyzing various codebases using Large Language Models to identify issues and provide recommendations for improvements. Supports multiple LLM providers and handles chunking for large projects.

Facilitates a structured development workflow for LLMs focused on coding by organizing feature clarification, generating PRDs and implementation plans, and tracking progress with phased task management.

Streamlines access to prompts from promptz.dev, enabling users to search and execute prompts and project rules directly within their development environment. Reduces context switching by allowing prompt retrieval through natural language queries.