MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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confucius-debug-mcpgithub.com/sstklen/confucius-debugupdated this year
Confucius Debug MCP Server — AI debugging that never repeats a mistake. 6,800+ issues, 980+ verified fixes.
npm MIT -
Apex Log MCP Server - AI-powered Salesforce Apex debug log analysis. Find performance bottlenecks, slow methods, SOQL bottlenecks, and governor limit issues.
BSD-3-Clause ★ 36 -
debug-runbookgithub.com/UnCooe/debug-runbookupdated this year
Give your AI Agent a senior engineer's debugging brain. Runbook-driven incident investigation via MCP — evidence collection, decision rules, structured reports. No more hallucinated root causes.
MIT ★ 9 -
Local, capability-aware MCP server for authorized AI-assisted macOS and iOS debugging, Simulator/device workflows, Apple binary analysis, profiling, and reproducible evidence.
NOASSERTION ★ 8 -
MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Protocol
MIT ★ 8 -
MCP server that lets AI agents (Claude, Cursor) debug your .NET / ASP.NET Core app
MIT ★ 15 -
MCP server for rr reverse debugging — enables AI assistants to record, replay, and inspect program executions via GDB/MI
Apache-2.0 ★ 3 -
claude-mcp-debuggergithub.com/bastiencb/claude-mcp-debuggerupdated this year
MCP debug server for AI coding agents. Debug Python, Node.js, Java & browser JavaScript with breakpoints, stepping, variable inspection, and real-time event capture. Works with Claude Code, Cursor, Windsurf, or any MCP client — no IDE required.
MIT ★ 1 -
🚀 Debug server logs in under 30 seconds - AI-powered MCP server with rapid debugging, real-time monitoring, and actionable fixes
npm MIT -
krometrailgithub.com/nklisch/krometrailupdated this year
Runtime debugging viewport for AI coding agents
npm MIT -
MCP server to communicate with DAP servers allowing AI Agents the ability to debug live programs.
MIT ★ 108 -
Local-first MCP server that lets AI agents debug Android apps: UI, logcat, JDI/LLDB/Flutter, Perfetto, heap dumps and evidence.
Apache-2.0 ★ 2 -
MCP server that gives AI assistants tools to analyze Salesforce Apex debug logs for performance bottlenecks, slow methods, and governor limit usage.
npm BSD-3-Clause -
lw-ble-mcpgithub.com/zevonlin/lw-ble-mcpupdated this year
Lightweight BLE MCP server for AI agents — scan, connect, read/write GATT characteristics, and subscribe to notifications for Bluetooth hardware debugging.
Apache-2.0 -
Native C/C++ crash, hang and minidump debugging for Claude Code, OpenAI Codex, Qwen Code and other AI agents via MCP/DAP, GDB, LLDB and CodeLLDB.
npm Apache-2.0 ★ 1 -
embedded-debugger-mcpgithub.com/Adancurusul/embedded-debugger-mcpupdated this year
MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis
MIT ★ 218 -
Free, open-source native macOS HTTP/HTTPS debugging proxy (Proxyman / Charles / Fiddler alternative) with rules, breakpoints, Map Local and a built-in MCP server for AI. 免费开源的 Mac 抓包工具。
Apache-2.0 -
embeddedgdbmcpgithub.com/ezulabs/embeddedgdbmcpupdated this year
Debug embedded systems with AI. Find bugs in seconds, not hours.
★ 1 -
PostgreSQL MCP server for debugging with AI coding agents.
MIT -
NIA AI Web Evaluation Agent MCP Server - Autonomous browser testing and debugging
npm MIT -
MCP server for Zotero plugin development - enables AI assistants to build, test, and debug Zotero plugins
npm MIT -
RxJS MCP Server - Execute, debug, and visualize RxJS streams for AI assistants
npm MIT -
@iflow-mcp/bromoket-x64dbg-mcp-servergithub.com/bromoket/x64dbg_mcpupdated this year
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging
npm MIT -
Shared terminal sessions for humans and AI agents, starting with serial and hardware debugging.
Apache-2.0 ★ 151 -
forge-ue5github.com/TheForgeDev/forge-ue5updated this year
AI-powered debugging and architecture assistant for UE5 C++ developers. Paste nothing — Forge reads it.
MIT ★ 6 -
MCP debug server for .NET — launch, attach, set breakpoints, inspect variables, and step through code from AI agents
MIT ★ 1 -
safari-devtools-mcpgithub.com/HayoDev/safari-devtools-mcpupdated this year
Safari DevTools MCP — real browser debugging with network interception, DOM inspection, and CSS analysis for AI agents on macOS
MIT ★ 3 -
MCP server exposing Android Debug Bridge (ADB) capabilities as typed, documented tools for AI agents
MIT -
clockwork-mcpgithub.com/fridzema/clockwork-mcpupdated this year
MCP server for Laravel Clockwork - debug and analyze Laravel applications with AI assistance. Query performance, N+1 detection, cache analysis, and more.
MIT ★ 4 -
devtools-lens-mcpgithub.com/aakcay5656/devtools-lens-mcpupdated this year
Give your AI agent Chrome DevTools. Debug Chromium apps through console, network, DOM, accessibility, screenshots, and change analysis.
MIT -
ros2 ros robotics mcp model-context-protocol android ai llm debugging rclpy jetpack-compose kotlin python developer-tools robot
Apache-2.0 ★ 6 -
Automate x64dbg reverse engineering workflows via MCP, enabling AI-driven debugging, analysis, and plugin control.
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Local MCP tools for AI agents to debug Firefox and control Windows applications. Codex desktop plugin and VS Code support.
MIT -
MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search
MIT ★ 67 -
VS Code MCP server — exposes terminals, diagnostics, debugging & editor actions to AI coding agents over a single HTTP endpoint. Multi-window support via hub/satellite model.
MIT ★ 3 -
safari-devtools-mcpgithub.com/hayodev/safari-devtools-mcpupdated this year
Safari DevTools MCP — real browser debugging with network interception, DOM inspection, cookie/storage management, and CSS analysis for AI agents on macOS
npm MIT -
MCP server giving AI assistants real Chrome DevTools access — console, network, DOM, source maps, breakpoints and step debugging — with multi-session tab isolation.
npm MIT -
AI 通过 MCP 驱动 Keil µVision 调试 8051/C51：编译/仿真/断点/读写变量内存 · MCP server driving Keil µVision via UVSOCK/UVSC for 8051/C51 debugging
MIT ★ 3 -
AI-powered crash triage over MCP — drives real CDB/GDB/LLDB sessions across Windows, Linux, and macOS so AI assistants debug from runtime truth, not guesswork.
BSD-3-Clause ★ 1 -
Pingo is a local MCP server that lets your AI agent debug your network in plain language: ping, subnet sweep, traceroute, DNS lookup, port scan, ARP table, active connections, and URL reachability. Small, validated, and easy to extend.
MIT -
LLM-optimized MCP server for Datadog APM, logs, and metrics. Delivers structured, token-efficient trace and log insights designed specifically for AI-driven debugging—not just raw Datadog data.
MIT ★ 1 -
x64dbg_mcpgithub.com/bromoket/x64dbg_mcpupdated this year
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.
MIT ★ 140 -
MCP-powered debugging proxy: let AI agents inspect, search and rewrite your app's HTTP(S) & WebSocket traffic. Web UI, CLI and TUI in a single Go binary.
MIT ★ 1 -
Kayagithub.com/RazvanGolan/Kayaupdated this year
Interactive real-time debugging and testing for .NET APIs, SignalR hubs, and gRPC services in .NET, plus an MCP server for AI-hosted invocation workflows, delivered as a suite of NuGet packages.
MIT ★ 11 -
MCP server exposing WinDbg/DbgEng (live user-mode, kernel, crash dumps, Time Travel Debugging) to AI agents over stdio or over HTTP with --listen
MIT ★ 21 -
Debug Anything: observe any running process, container or pod from your AI agent. strace, py-spy, perf, lsof, tcpdump, gdb/lldb and heap snapshots turned into evidence-backed findings. MCP server + CLI.
pypi MIT ★ 14 -
MCP server that lets AI agents debug STM32 firmware on real hardware (GDB + OpenOCD/ST-Link/J-Link): HardFault triage, FreeRTOS, SWO/RTT, decoded structured results.
MIT ★ 4 -
Zero-dependency, RAM-only HTTP debugging proxy + MCP server in Go. Your AI agent inspects live traffic, but sees salted correlation tags instead of tokens, cookies and IPs. 0 disk writes.
npm MIT -
Remote assistance with a one-time code: let your AI agent (Claude Code, Codex…) debug a remote machine via MCP, or open an SSH tunnel. Relay / LAN / P2P, no public IP needed.
MIT ★ 3 -
Debug and fault-test any WebRTC session — Chrome extension, MCP server for AI coding agents, npm library, and Playwright plugin. Live RTCPeerConnection/WebSocket inspection, reconnect testing, network-loss simulation.
MIT ★ 4 -
multi-container-log-correlator-mcp-servergithub.com/parajiholkar/multi-container-log-correlator-mcp-serverupdated this year
An MCP server for real-time Docker log monitoring and cross-container trace correlation. Helps AI assistants debug distributed systems by searching logs, identifying errors, and reconstructing request timelines across multiple containers using trace IDs.
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Local runtime observability bridge for AI agents debugging React Native/Expo apps on Android — evidence-first: screenshots, UI trees, per-request network, FPS, React renders, CDP console/heap/profile, deterministic diagnosis, before/after compare.
Apache-2.0 -
Advanced MCP server for intelligent computer use automation and AI agent operator control. Supports mouse and keyboard input, window-relative vision and coordinates, Retina display, and screenshot-based debugging. Designed for AI-driven workflows, app and
npm MIT -
Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.
AGPL-3.0 ★ 162 -
🚀 REVOLUTIONARY AI-to-AI Collaboration Platform v6.1! NEW: Advanced Debugging Tools with Screenshot Analysis, Console Error Parsing, Automated Fix Generation, 5 Specialized Debugging Agents, Visual UI Analysis, JavaScript Error Intelligence, CSS/HTML Fix
npm MIT -
Build on your PC. Run on your Amiga. Deploy, debug and drive a real Amiga from Linux, macOS, Windows, a phone or an AI agent (MCP server for Claude, Codex, Gemini CLI, Cursor): live debug output, DOS call traces, screen, gadgets by name, ARexx. AmigaOS 2.04+, any 68000.
MIT ★ 4 -
stateweavegithub.com/gdwn-bldr/stateweaveupdated this year
git for agent brains — debug, time-travel, and migrate AI agent state across 10 frameworks
pypi Apache-2.0 -
tauri-plugin-mcpgithub.com/p3gleg/tauri-plugin-mcpupdated this year
Guest bindings for tauri-plugin-mcp — lets AI agents interact with and debug Tauri apps
npm MIT -
Execute, debug, and visualize RxJS streams directly from AI assistants like Claude.
MIT ★ 5 -
ig-mcp-servergithub.com/inspektor-gadget/ig-mcp-serverupdated this year
Debug your Container and Kubernetes workloads with an AI interface
Apache-2.0 ★ 28