🧩 دليل MCP Servers

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understa

Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current

A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. S

A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images

AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity,

Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elem

A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Work

Provide coding agents direct access to Figma data to help them one-shot design implementation.

Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full scr

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

A MCP server for interacting with Go's Language Server Protocol (gopls) and benefit from advanced Go code analysis features.

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename,

Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.

MCP server to access and manage LLM application prompts created with Langfuse) Prompt Management.

The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a L

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Sam

AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.

Streaming KoliBri MCP server (NPM: @public-ui/mcp) delivering 200+ guaranteed accessible web component samples, specs, docs, and scenarios via hosted HTTP end

An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.).

An MCP Server to help LLMs suggest the latest stable package versions when writing code.

A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate st

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

A Nix-based configuration framework for Model Context Protocol (MCP) servers with ready-to-use packages.

MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallu

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.

A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question

Tool suite built around an MCP server for Android automation for developer workflow and testing

Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace

A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe del

Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 66 languages, sub-ms querie

CircleCI-Public/mcp-server-circleci MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands a

Connect any HTTP/REST API server using an Open API spec (v3)

Connect to VSCode ide and use semantic tools like find_usages

Build iOS Xcode workspace/project and feed back errors to llm.

zcaceres/fetch-mcp MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verified ANG

Interactive smart contract generator based on OpenZeppelin Contracts.

21st-dev/magic-mcp MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verified ANG

automation-ai-labs/mcp-link MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a ver

ckreiling/mcp-server-docker MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a ver

delano/postman-mcp-server MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verif

JetBrains/mcp-jetbrains MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verifie

JoshuaRileyDev/app-store-connect-mcp-server MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install co

kadykov/mcp-openapi-schema-explorer MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands a

r-huijts/xcode-mcp-server MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verif

st3v3nmw/sourcerer-mcp MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verified

storybookjs/mcp MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verified ANG qu

wise-vision/ros2_mcp MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verified A

xzq-xu/jvm-mcp-server MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install commands and a verified

yangkyeongmo/mcp-server-apache-airflow MCP server connecting AI assistants to developer tools capabilities. Free, open-source setup guide with install command