开发工具 MCP 服务器

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

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

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

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

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

Multi-protocol API mock server: HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, SOAP.

MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.

Orchestrates language servers into 65 code-intelligence tools across 31 languages, token-optimized.

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

MCP for semantic code search & navigation that reduces token waste

7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Public remote server…

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

Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture

A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.

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

Enable AI Agents to fix build failures from CircleCI.

PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection,…

Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2.1/2.2 compliance using axe-core. Tools for color contrast,…

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

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

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

View ROS 2 nodes and topics, and call services and actions via MCP

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

Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (OpenAI, Gemini, Groq, Ollama, Codex) based on complexity…

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

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

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

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

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

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

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

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

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

JMeter MCP Server for performance testing

Control Android devices and emulators via ADB — screenshots, UI automation, and logcat.

App Store Connect API server with 208 tools for managing apps, builds, TestFlight, subscriptions, reviews, and more — directly from any…

A MCP server to interact with Neovim

MCP server for Storybook design systems — extract component HTML, styles and metadata.

MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

File I/O and primitive-placement tools so AI assistants can create and manage Altium libraries.

Browse and install 75+ free animated, shadcn-compatible React components from AI Canvas.

Interact with a global network measurement platform.Run network commands from any point in the world

Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not…

MCP server providing AI assistants with full control of Neovim instances via msgpack-RPC. Read/edit buffers, run commands, send keys,…

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

Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

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

Expose curated Justfile recipes via MCP for safe deterministic automation.

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29 tools for symbol search, call graphs, git intelligence,…

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

An MCP server to control iOS Simulators

Roslyn MCP server: semantic .NET/C# intelligence - analysis, refactoring, tests, IL inspection.

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

Local-first codebase intelligence MCP server for AI coding agents.

Progressive code-intelligence MCP server: map project structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go…

CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)

#️⃣ 🏠 🪟 - MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants semantic code navigation, symbol search,…