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MCP Directory

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The Model Context Protocol (MCP) is an open standard for AI model communication.
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Developer Tools MCP Servers

Developer tool MCP servers for code generation, debugging, version control, and software development workflows.

300 servers in this category

Developer tool MCP servers connect your AI assistant directly to the software development workflow. From reading and writing code to managing pull requests and running tests, these servers let AI participate in every stage of the development cycle.

Common use cases include reviewing GitHub pull requests, creating issues, running shell commands, searching codebases, managing Docker containers, and interacting with CI/CD pipelines.

Popular integrations: GitHub, GitLab, terminal/shell access, Docker, NPM, package managers, and IDE extensions.

  • context7

    58,351

    Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

    JavaScript
  • mindsdb

    39,362

    AI's query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you'll ever need

    Python
  • playwright-mcp

    34,584

    This repository hosts Playwright MCP, a server enabling LLMs to interact with web pages using Playwright's accessibility tree, offering fast, lightweight, and deterministic browser automation. It bypasses the need for vision models.

    TypeScript
  • github-mcp-server

    31,087

    GitHub's official MCP Server

    Go
  • fastmcp

    25,861

    FastMCP was a Python library for building Model Context Protocol (MCP) servers quickly and easily, allowing developers to create tools, expose resources, and define prompts with minimal boilerplate. However, it

    Python
  • python-sdk

    23,509

    This repository provides a Python implementation of the Model Context Protocol (MCP), offering tools and resources for building servers, managing context, and integrating with applications like Claude. It simplifies interaction

    Python
  • activepieces

    23,060

    AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

    TypeScript
  • mcp-for-beginners

    16,663

    MCP learning resource. .NET, Java, TypeScript, JavaScript, Python examples. Teaches Model Context Protocol fundamentals. #MCP #ModelContextProtocol

    Python
  • Figma-Context-MCP

    15,281

    This repository provides a Model Context Protocol (MCP) server that allows AI coding tools like Cursor to access and utilize Figma design data for more accurate code generation.

    TypeScript
  • xiaohongshu-mcp

    14,478

    MCP for xiaohongshu.com

    Go
  • typescript-sdk

    12,764

    This TypeScript SDK implements the Model Context Protocol, enabling developers to build MCP clients and servers that expose resources, prompts, and tools for LLM context management. It supports standard transports

    TypeScript
  • unity-mcp

    11,173

    This Unity package facilitates communication between Unity and LLMs via the Model Context Protocol, enabling developers to automate workflows, manipulate assets, and control the Unity Editor programmatically. This Unity package

    C#
  • inspector

    10,208

    The MCP Inspector is a developer tool for testing and debugging MCP servers, allowing users to inspect server implementations without cloning the repository. It includes a client UI and MCP proxy server.

    TypeScript
  • ida-pro-mcp

    9,810

    This repository provides an IDA Pro MCP server, enabling vibe reversing with functionalities like metadata retrieval, function manipulation, decompilation, disassembly, and comment setting within the IDA Pro environment.

    Python
  • GhidraMCP

    9,384

    GhidraMCP is a Ghidra plugin and MCP server that allows LLMs to autonomously reverse engineer applications by exposing Ghidra's core functionality to MCP clients for binary analysis and decompilation.

    Java
  • browser-tools-mcp

    7,259

    This repository provides a browser monitoring and interaction tool that empowers AI applications through Anthropic's MCP, capturing and analyzing browser data via a Chrome extension. It includes SEO tools and debugging features.

    JavaScript
  • firecrawl-mcp-server

    6,778

    The Firecrawl MCP Server integrates with Firecrawl for web scraping, offering features like URL discovery, content extraction, and batch processing with rate limiting. It supports cloud and self-hosted instances, along

    JavaScript
  • DesktopCommanderMCP

    6,237

    Desktop Commander MCP enables Claude to execute terminal commands, manage processes, and perform file system operations, including search and replace, through the Model Context Protocol. It supports long-running commands and session management.

    TypeScript
  • XcodeBuildMCP

    6,018

    This repository provides an MCP server, XcodeBuild MCP, that offers Xcode tools for AI assistants, enabling programmatic interaction with Xcode projects through a standardized interface for agent-driven development workflows.

    TypeScript
  • awesome-mcp-servers

    5,652

    This repository provides a curated list of awesome Model Context Protocol (MCP) servers, which are production-ready and experimental implementations that extend AI capabilities through various contextual services. This repository provides

  • mcp-playwright

    5,563

    This repository hosts a Model Context Protocol (MCP) server leveraging Playwright for browser automation, enabling LLMs to interact with web pages and execute JavaScript. It supports tasks like screenshot capture

    TypeScript
  • mcp-atlassian

    5,490

    The MCP Atlassian repository provides a Model Context Protocol (MCP) server for integrating with Atlassian products like Confluence and Jira, supporting both Cloud and Server/Data Center deployments. The MCP Atlassian

    Python
  • semble

    5,471

    Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

    Python
  • lingo.dev

    5,400

    Lingo.dev is an AI localization toolkit that automates software localization using LLM models, enabling faster and higher-quality translations for web and mobile applications, integrating directly into CI/CD pipelines.

    TypeScript
  • magic-mcp

    5,267

    This repository hosts the Magic Component Platform (MCP), an AI-driven tool that generates modern UI components from natural language descriptions, integrating with popular IDEs like Cursor and VSCode for streamlined UI development.

    HTML
  • notion-mcp-server

    4,473

    Notion MCP Server: Manages Model Context Protocol for enhanced data integration & communication with Notion.

    TypeScript
  • godot-mcp

    4,469

    Godot MCP is a Godot Engine project utilizing Node.js and TypeScript, likely implementing the Model Context Protocol. The repository is open-source under the MIT license and welcomes contributions.

    JavaScript
  • mcp

    4,422

    **AWS MCP servers: Manage & optimize AWS resources across environments. (MCP)**

    Python
  • csharp-sdk

    4,362

    This repository contains the official C# SDK for the Model Context Protocol, enabling .NET applications to implement and interact with MCP clients and servers. It facilitates secure integration between LLMs

    C#
  • excel-mcp-server

    3,978

    This repository provides an Excel MCP server enabling workbook creation, data manipulation, and advanced Excel features like charts and pivot tables without requiring Microsoft Excel installation. It uses OpenPyXL and MCP SDK.

    Python
  • mcp-server-cloudflare

    3,908

    This repository provides an MCP server for Cloudflare's API, enabling natural language interaction with Cloudflare services like Workers, KV, and D1 through tools like Claude Desktop. It allows users to

    TypeScript
  • core

    3,635

    OpenSumi is a framework designed to help you quickly build AI Native IDE products. It offers tools and components for creating customized IDEs, supported by CI/CD, testing, and community engagement features.

    TypeScript
  • rust-sdk

    3,578

    The official Rust SDK for the Model Context Protocol

    Rust
  • fastmcp

    3,214

    FastMCP is a TypeScript framework for building MCP servers that handle client sessions, offering features like authentication, logging, SSE, error handling, and prompt argument auto-completion. It also includes a CLI

    TypeScript
  • markdownify-mcp

    2,768

    Markdownify is an MCP server that converts various file types and web content, including PDFs, images, audio, and web pages, into easily readable Markdown format. Markdownify is an MCP server

    TypeScript
  • mcp-proxy

    2,642

    A description could not be generated for this repository.

    Python
  • mcp-server

    2,223

    This repository hosts an MCP server providing access to financial data from Financial Datasets, enabling AI assistants like Claude to retrieve stock market information through its interface. The server offers

    Python
  • Unla

    2,162

    MCP Gateway: Transforms existing APIs into MCP servers with zero code. Dockerized, easy deployment & management.

    TypeScript
  • DevDocs

    2,095

    DevDocs by CyberAGI streamlines software development by intelligently crawling and categorizing documentation, enabling faster technology implementation and efficient knowledge management for developers and teams. DevDocs by CyberAGI streamlines software development

    TypeScript
  • ios-simulator-mcp

    2,076

    This repository provides an MCP server for interacting with iOS simulators, enabling UI element inspection, UI interaction control, and screenshot capture. It facilitates QA processes by automating UI validation and documentation.

    JavaScript
  • mcpso

    2,020

    **Option 1 (Focus on discovery):** MCP Server Directory: Find and connect to Model Context Protocol servers. **Option 2 (Focus on listing):** MCP Server Registry: A curated list of available Model

    TypeScript
  • mcp-unity

    1,808

    This repository provides an MCP (Model Context Protocol) server implementation for Unity, facilitating communication and integration between Unity projects and other systems, licensed under the MIT license. This repository provides

    C#
  • mcphub.nvim

    1,781

    Mcphub.nvim is a Neovim plugin that integrates MCP servers into your workflow, offering a centralized configuration, intuitive UI, and programmatic API access for managing tools and resources, especially for LLM integration.

    Lua
  • mcptools

    1,601

    MCP Tools CLI is a versatile command-line interface for interacting with Model Context Protocol (MCP) servers, enabling tool discovery, resource utilization, mock server creation, and request proxying. MCP Tools CLI

    Go
  • mcp-language-server

    1,560

    This repository provides an MCP language server that bridges the gap between LLMs and language servers, offering tools like `read_definition` and `find_references` for enhanced code understanding and manipulation.

    Go
  • mcp-installer

    1,530

    This repository provides an MCP server that installs other MCP servers from npm or PyPi, allowing Claude to install and manage MCP servers with specified arguments and environment variables.

    JavaScript
  • terraform-mcp-server

    1,451

    The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

    Go
  • kotlin-sdk

    1,393

    This Kotlin SDK implements the Model Context Protocol, enabling developers to build MCP clients and servers for standardized LLM context management. It supports various transports and simplifies integration with LLM surfaces.

    Kotlin
  • damn-vulnerable-MCP-server

    1,313

    Vulnerable MCP server for security testing & training. Exposes MCP weaknesses for educational purposes. #MCP #Security #Vulnerability

    Python
  • web-eval-agent

    1,242

    Autonomous web app evaluator using MCP. Tests & scores web applications.

    Python
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