Coding Agents MCP Servers
Compare the best open-source MCP servers for coding agents. Agents and tools that write, review and refactor code. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
Ontology Atlas
Understand what your codebase builds, why it is structured that way, and what a change could affect. One shared Markdown ontology for humans and coding agents—visualized for people, accessible to agents through MCP, and reviewed with Git. Local-first. Open source.
CTX
CTX - Context Runtime Engine for Coding Agents
Chat Gun
🤖 Full-stack AI agent app built with React, TypeScript and LangGraph JS. Streaming, multimodal input, human-in-the-loop, native + MCP tools, Qwen/OpenAI-compatible LLM gateway. Ships an after-sales support agent: cited RAG with abstention, human-approved refunds, idempotent execution. OpenTelemetry + reproducible evals.
Gearcoleco
ColecoVision, ADAM emulator and debugger with embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
AI Surface
Find and govern AI attack surfaces in application code, at PR time and inside your AI coding tool (MCP server, Claude Code hook). Free, OSS, runs offline.
Rust Docs MCP
MCP server for agents to explore rust docs, analyze source code, and build with confidence
Codex Source Analysis
OpenAI Codex 源码深度研究 (Rust + TS + Python)：2 总纲 + 25 章 + 3 附录, ~51 万字 + 149 张 Mermaid 架构图
MCP Probe
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. This foundation provides both a production-ready SDK for building MCP integrations and the core architecture for an interactive debugger.
ChannelTerm
Shared terminal sessions for humans and AI agents, starting with serial and hardware debugging.
X64dbg MCP
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.
McD Saver
🍟 麦麦省钱助手 —— 麦当劳中国官方 MCP 的省钱点餐 Agent Skill：官方 calculate-price 实时核价 + 券组合优化 + 沉默成本体检与多单用券排程，官方券/套餐/团购券/积分四渠道同口径算终局价。免登录在线试算。
Sysplant
Your Windows syscall hooking factory - feat Canterlot's Gate - All accessible over MCP
Goldenmatch
Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.
Mcd Experience Atlas
孩子生日想办麦当劳派对？全国281城3664家门店哪里能办，26款体验活动一图查完。基于官方MCP只读采集+可视化。
AdobePremiereProMCP
An open-source bridge between AI assistants and Adobe Premiere Pro, for supported editing workflows. Go, Rust, Python, and TypeScript.
Pingfusi
MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid-task, a reviewer pins what's wrong and returns a verdict, and the agent iterates until approved.
MCP Workspace Server
🚀 Beyond Filesystem - Complete AI Development Environment - One MCP Server provides full Agent capability stack: web development, code execution, data processing, image generation. No need for multiple tools, configure once. Perfect support for Dify, FastGPT, Cherry Studio. 文件操作、Python/Node.js 代码执行、Web 应用一键部署（支持泛域名）、Excel 处理、图像生成。开箱即用
WEIPING WHALE
A small terminal coding agent for DeepSeek models: it reads your repository, runs commands after asking, proposes edits as patches you apply, and checkpoints the workspace around every turn so any turn can be undone.
Fcp MCP Server
MCP server for Final Cut Pro XML. Lets Claude read, edit and generate real timelines: cut detection, markers, roles, transcript-based editing. Published on PyPI as fcp-mcp-server.
Agent Native Agent
Self-hosted apps you operate by watching a dashboard and talking to a coding agent that IS the runtime — it proposes, applies, and evolves the app live. Built for Claude Code and MCP.
P4mcp Server
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
MCP Server
MCP server for AI-assisted development of CAP applications
Flowlens MCP Server
FlowLens is an open-source MCP server that gives your coding agent (Claude Code, Cursor, Copilot, Codex) full browser context for in-depth debugging and regression testing.
MCP Dap Server
MCP server to communicate with DAP servers allowing AI Agents the ability to debug live programs.
List refreshed November 15, 2026. Data comes from public GitHub repositories.