Developer Tools MCP Servers

- Create crafted UI components inspired by the best 21st.dev design engineers.

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

Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Mar…

Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information…

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…

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

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.

A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.

📇 🏠 🍎 A MCP server implementation for iOS Simulator control.

🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual…

MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

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

Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)

An MCP server for running code locally via Docker and supporting multiple programming languages.

Analyze React code locally, generate docs / llm.txt for whole project at once

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

Flag features directly from chat in your IDE with [Bucket](https://bucket.co).

Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, tr…

📇 ☁️ Enable AI Agents to fix build failures from CircleCI.

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

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

Integrate with Docker to manage containers, images, volumes, and networks.

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

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

Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'

🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).

Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.

MCP server for the POX SDN controller to provides network control and management capabilities.

Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)

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

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configure…

Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).

Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metada…

A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, G…

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

Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).

Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesyst…

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

Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formula…

MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operatio…

A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.

A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit fr…

A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive se…

Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test ca…

[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for…

Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting

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

MCP server for local compression of various image formats.

MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively…

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

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

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.

MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

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

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

Connect to JetBrains IDE

A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.

An MCP server for CSV files.

An MCP server to communicate with the App Store Connect API for iOS Developers

An MCP server to control iOS Simulators

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

The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousan…

Token-efficient access to OpenAPI/Swagger specs via MCP Resources.

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

MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/g…

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…

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

Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its c…

Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-speci…

lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other…

- A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppe…

Official MCP Server for [OpsLevel](https://www.opslevel.com)

One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.

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

Identifies resource-intensive processes on macOS and provides performance improvement suggestions.

Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) &…

Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable s…

This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work local…

JMeter MCP Server for performance testing

Grafana k6 MCP Server for performance testing

Locust MCP Server for performance testing

Docker container management and operations through MCP

Xcode integration for project management, file operations, and build automation

MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data

MCP server for the incident management platform [Rootly](https://rootly.com/).

GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.

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…

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehens…

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

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

Bring structure and preserve context in vibe coding by automatically tracking issues.

A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.

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

An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)

MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.

Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!

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

A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

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

MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.

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

Connect to VSCode ide and use semantic tools like `find_usages`

MCP server for ROS2 enabling AI-driven robotics applications and services.

A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematica…

Model Context Protocol server for the JSR (JavaScript Registry)

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

Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.

An implementation project of a JVM-based MCP (Model Context Protocol) server.

MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.

Query Go package information on pkg.go.dev

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background proces…

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 o…

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with R…

An MCP server to flexibly fetch JSON, text, and HTML data

An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines

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