Developer Tools MCP servers
Git, CI/CD, IDEs, code analysis, and developer workflows.
119 servers
github-mcp-server
github
GitHub's official MCP Server
serena
oraios
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Skill_Seekers
yusufkaraaslan
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
git-mcp
idosal
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
mcp-playwright
executeautomation
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
aci
aipotheosis-labs
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.
godot-mcp
Coding-Solo
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
spec-workflow-mcp
Pimzino
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.
core
opensumi
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
md2wechat-skill
geekjourneyx
Markdown to WeChat CLI | 一键排版发布到微信公众号：支持 40+ 排版样式和专业主题 、AI 配图 、批量发布 、多账号管理
repowise
repowise-dev
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
inspector
MCPJam
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
arc-kit
tractorjuice
The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance for AI coding assistants
jcodemunch-mcp
jgravelle
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
docs-mcp-server
arabold
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
codedb
justrach
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
mcp-jetbrains
JetBrains
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
agentshield
affaan-m
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
octocode
bgauryy
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere
atlassian-mcp-server
atlassian
Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.
drift
dadbodgeoff
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.
gortex
zzet
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local.
idea-reality-mcp
mnemox-ai
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
skills-for-fabric
microsoft
A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate over Microsoft Fabric
cclsp
ktnyt
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integration.
Overture
SixHq
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.
home-assistant-vibecode-agent
Coolver
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant: create and debug automations, design dashboards, tweak themes, modify configs, and deploy changes using natural language
claude-debugs-for-you
jasonjmcghee
Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
CoexistAI
SPThole
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.
copilot-mcp
VikashLoomba
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.
claude-code-statusline
rz1989s
Transform your Claude Code terminal with atomic precision statusline. Features flexible layouts, real-time cost tracking, MCP monitoring, prayer times, and beautiful themes.
h5i
h5i-dev
Auditable workspaces for AI agent teams: sandboxed worktrees, multi-agent peer-review, 95% lower token waste, and persistent memory.
DebugMCP
microsoft
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
ai-agent-team
peterfei
AI Agent Team-拥有24/7专业AI开发团队：产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装，支持中英文命令，大幅提升开发效率！
kindly-web-search-mcp-server
Shelpuk-AI-Technology-Consulting
Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes, etc.). Supports Serper, Tavily, and SearXNG.
mcp-omnisearch
spences10
🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi FastGPT, Exa, Linkup), and content extraction services (Firecrawl, Tavily, Kagi). Includes GitHub search. All through a single interface.
Claude-Skills
borghei
338 AI skills across 16 domains. PM is the deepest (66 skills - discovery, execution, strategy frameworks, GTM, Jira/Linear/Notion). Plus engineering, marketing, C-level (CAIO/CDO/CCO/GC/VPE), compliance + audit-prep, new research/ domain, vertical advisors. 74 expert agents, 784+ stdlib Python tools. 11 AI assistants.
harnss
OpenSource03
Open-source, desktop client/UI build to harness Claude Code, Codex and any other Agent accepting Agent Client Protocol. Run multiple AI coding agents side by side with rich tool visualization, MCP integrations, built-in terminal, git, browser and just about anything else you may need.
agnix
agent-sh
The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plugin for all major IDEs included, with autofixes.
capa
infragate
One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents
facebook-ads-library-mcp
proxy-intell
MCP Server for Facebook ADs Library - Get instant answers from FB's ad library
ai-code-interface.el
tninja
Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more
explore-claude-code
LukeRenton
Learn Claude Code by exploring it as it was designed - interactive IDE-style docs for commands, MCP, skills, CLAUDE.md and more.
mcp-n8n-workflow-builder
salacoste
AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows conversationally without manual JSON editing.
git-mcp-server
cyanheads
A Git MCP server for AI agents. STDIO & Streamable HTTP.
Doyunha-Gopeak
HaD0Yun
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak
BifrostMCP
biegehydra
VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs
Claude-code-ChatInWindows
LKbaba
Full-featured GUI for Claude Code CLI in VS Code — Windows (no WSL) & macOS. Third-party API, MCP plugins, Skills, Hooks, real-time token tracking. Actively maintained.
solana-mcp-vybe
vybenetwork
Public Solana MCP registry metadata for Vybe Solana API
opik-mcp
comet-ml
Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.
SharpToolsMCP
kooshi
A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.
mcp-server-excel
sbroenne
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
antigravity-link-extension
cafeTechne
Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI.
OverleafMCP
mjyoo2
Model Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git. Compatible with Claude Desktop, Cursor, Windsurf, and any MCP client.
glade-mcp
Glade-tool
Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to Unity or Godot. 235+ granular tools, a Unity-aware system prompt, game design document project context, script semantic search, and skill calibration.
turbo-flow
marcuspat
Advanced Agentic Development Environment for DevPods, GitHub Codespaces, Rackspace Spot & more. Ruflo orchestration, 215+ MCP tools, 60+ AI agents, SPARC methodology & automatic context loading. Deploy multi-agent swarms, coordinate autonomous workflows.
mcp-server-atlassian-bitbucket
aashari
Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.
funplay-unity-mcp
FunplayAI
The Most Advanced MCP Server for Unity Editor with execute_code, prompts/resources, input simulation, screenshots, and play mode automation.
bitbucket-mcp
MatanYemini
Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIs
Gitingest-MCP
puravparab
mcp server for gitingest
dottedsign-mcp
DottedSign-Official
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage signing tasks, templates, and document status via natural language.
zabbix-mcp-server
initMAX
MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.
Embody
dylanroscover
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.
action_mcp
seuros
Rails Engine with MCP compliant Spec.
embedded-debugger-mcp
Adancurusul
MCP server, CLI, and Codex/Claude skill for embedded debugging with probe-rs, supporting ARM Cortex-M and RISC-V debug workflows.
dreamgraph
mmethodz
DreamGraph is a graph-governed conceptual development environment (CDE) that turns plans, architecture decisions, and project knowledge into auditable execution through a persistent cognitive graph.
agents-shipgate
ThreeMoonsLab
The deterministic merge gate for AI-generated agent capability changes — a local-first, static Tool-Use Readiness review for MCP, OpenAPI, and SDK tool surfaces. Open-source CLI + GitHub Action.
all-in-one-model-context-protocol
nguyenvanduocit
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
SpectrAI
wei9966
光谱AI (SpectrAI) — 开源多会话 AI 编程桌面客户端，支持 Claude/Codex/Gemini 多 Provider 并行，内置 MCP 工具网关、技能模板、文件管理、Git 面板与终端。官网地址：https://www.spectraidev.com/
buddy
fiorastudio
A virtual pet companion for your AI — Designed to provide in-context code review feedback with personality. Grow with your buddy and level up together. Works with Claude Code, Codex, CursorCLI, Github CopilotCLI, OpenClaw, and any MCP compatible clients
tsgram-mcp
areweai
TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on the go!
vscode-mcp
tjx666
MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get real-time LSP diagnostics, type information, and code navigation for AI coding agents without waiting for slow tsc/eslint checks.
gdai-mcp-plugin-godot
3ddelano
A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf, VSCode, etc to perform actions like creating scenes, resources, scripts, reading errors and much more.
aivectormemory
Edlineas
aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Server enabling persistent, cross-session memory for AI-powered IDEs via vector search.
daofy
chinawsb
Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.
.github
modelcontextprotocol
Discussions and README for Model Context Protocol
AI-Code-Tutorials
0xfnzero
Bilingual AI coding tutorials for Claude Code and OpenAI Codex: setup, CLI, Codex workflows, MCP, agents, code review, prompt engineering, and web projects.
sverklo
sverklo
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.
android-lead-agent-skills
ayush016
AI coding skills and prompts for Android lead engineers, works with Claude, GitHub Copilot, Gemini, and Cursor. Covers Jetpack Compose, shared element transitions, beautiful UI, architecture decisions, code reviews, and MCP integration.
x64dbg_mcp
bromoket
Drive x64dbg with your AI. MCP server: 23 mega-tools / 153 endpoints for breakpoints, memory, disasm, tracing, anti-debug & PE dumping. Claude/Cursor/Windsurf/Cline. All local.
cortex-scout
cortex-works
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
touchdesigner-mcp-server
bottobot
TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Features 629 operators + 14 tutorials + 69 Python API classes with working get_python_api & search_python_api tools. Zero-configuration setup for VS Code/Codium.
claude-cli-advanced-starter-pack
evan043
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased development, site intelligence dev-scan, and GitHub integration
mcp-gitlab-server
yoda-digital
Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).
mcp-annotations
spring-ai-community
Incubating annotation support for MCP. Built on top of the MCP Java SDK: https://github.com/modelcontextprotocol/java-sdk
netsuite-mcp-server
dsvantien
This project is officially listed on the https://github.com/modelcontextprotocol/servers , which showcases community-built and verified MCP servers.
mcp-go-sdk
SetiabudiResearch
This SDK provides a Go implementation of the Machine Control Protocol (MCP), enabling bidirectional communication between clients and servers for tool execution, resource access, and prompt handling. Based on https://github.com/modelcontextprotocol SDK
mcpbench
unimcp
MCPBench is the open standard for compatibility testing of various Model Context Protocol (MCP https://github.com/modelcontextprotocol) client and server SDK implementations.
actions
modelcontextprotocol
GitHub Actions relevant to the management of MCP repositories.
atlassian-dc-mcp-go
step-chen
A Go-based Model Context Protocol (MCP) service for managing Atlassian Data Center products (Jira, Confluence, Bitbucket) with unified interface, configurable authentication, and fine-grained permissions. Built with github.com/modelcontextprotocol/go-sdk.
gitlab-mcp-server
piatra-automation
Improved implementation of Anthropic's modelcontextprotocol/servers Gitlab MCP server
mcp-sequential-thinking
virtuald
Translation of https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking into golang
MemPalace-Go
argylelabcoat
A Go implementation of [MemPalace](https://github.com/milla-jovovich/mempalace) — a memory system for AI assistants that implements the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) over stdio.
modelcontextprotocol_servers
emblem-worlds
Mirror of https://github.com/modelcontextprotocol/servers
git-clone-git-github.com-ppl-ai-modelcontextprotocol
yusukebb-cyber
git-clone-git-github.com-ppl-ai-modelcontextprotocol — MCP server.
mcp-registry-client
ben-alkov
A Python client for searching for and retrieving info about MCP servers hosted on the official MCP Registry (https://github.com/modelcontextprotocol/registry/tree/main/docs)
aria2-mcp
kinmeic
A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server for [aria2](https://aria2.github.io/) download manager. This server allows AI assistants to interact with aria2 through a standardized interface.
mrdoc-mcp-server
lcysts1019-bit
MrDoc MCP Server 是一个基于 [Model Context Protocol (MCP)](https://modelcontextprotocol.io) 的服务器，它将 [MrDoc（觅思文档）](https://github.com/zmister2016/MrDoc) 的 API 暴露给 Claude Code，使你可以在对话中直接搜索、阅读、创建和编辑文档
ModelContextProtocol
barandasdemir0
"A Model Context Protocol (MCP) Web API built with .NET and C# to extend GitHub Copilot and LLM capabilities with custom server-side tools."
mcp-schema
qbq-systems
Synchronization with the upstream https://github.com/modelcontextprotocol/modelcontextprotocol server every 5 minutes.
modelcontextprotocolservers
studyhubnetin-ui
Curated collection of production-ready MCP servers for Claude AI — GitHub, Notion, Sheets & more. The #1 Model Context Protocol integration hub.
yox-modelcontextprotocol
0xbn0xi0us
testing: https://github.com/modelcontextprotocol/typescript-sdk
modelcontextprotocol_typescript-sdk
CorbettCajun
Mirror of https://github.com/modelcontextprotocol/typescript-sdk
modelcontextprotocol-servers-github
arg413
MCP github
modelcontextprotocol_python-sdk
CorbettCajun
Mirror of https://github.com/modelcontextprotocol/python-sdk
https-github.com-modelcontextprotocol-servers
Kye-AI-Kye
https-github.com-modelcontextprotocol-servers — MCP server.
https-github.com-modelcontextprotocol-servers
shabanaconnect-ux
https-github.com-modelcontextprotocol-servers — MCP server.
https-github.com-modelcontextprotocol-servers
mmbilal27
https-github.com-modelcontextprotocol-servers — MCP server.
MCP_PySDK
david-salignat
clone from https://github.com/modelcontextprotocol/python-sdk_PYSDK
python-mcp
r0x0d
Upstream rpm repository for https://github.com/modelcontextprotocol/python-sdk
mcp-server-java
i23098
Simple Hello World server using https://github.com/modelcontextprotocol/java-sdk
CustomMcpAI-ModelContextProtocol-GithubApi-TS
ArlandMv
Proyecto inicial utilizando el Protocolo de Contexto de Modelo (MCP) para conectar IA con la API de GitHub mediante TypeScript, con el objetivo de exponer datos de repositorios de forma estandarizada para modelos de lenguaje (LLMs).
https-github.com-modelcontextprotocol-servers-tree-main-src-github
Kent972
https-github.com-modelcontextprotocol-servers-tree-main-src-github — MCP server.
https-github.com-ModelContextProtocol-universal-mcp-server
HenneForReal
https-github.com-ModelContextProtocol-universal-mcp-server — MCP server.
fast-mcp
DToppingWW
A demo MCP server from https://github.com/modelcontextprotocol/python-sdk guide
java-sdk-migrated-java17-20260130-122314
sorimdevs-tech
Migrated from https://github.com/modelcontextprotocol/java-sdk (Java 17 → Java 17)
mcp-https-github.com-ModelContextProtocol-Security-audit-db
khemegha
mcp-https-github.com-ModelContextProtocol-Security-audit-db — MCP server.
java-sdk-migrated-java17-20260130-123328
sorimdevs-tech
Migrated from https://github.com/modelcontextprotocol/java-sdk (Java 18 → Java 17)
sequential-thinking-vis
jslamartina
A VS Code and Cursor extension to visualize and track the [@modelcontextprotocol/server-sequential-thinking](https://github.com/modelcontextprotocol/servers/tree/main/src/sequential-thinking) process in real-time.