Find AI-powered debugging tools that help identify, diagnose, and fix bugs in your code automatically.
Clerkie-cli is a terminal tool that uses an LLM to help debug and troubleshoot coding errors in any programming language. It offers explanations, suggested fixes, guidance, alternative approaches, and code examples. It is useful for developers of all skill levels.
🏥 Self-diagnostic toolkit for OpenClaw AI agents. Find and fix problems before they find you.
Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that analyze logs, trace code, and uncover root causes across your stack — powered by LLM providers.
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
Game Boy / Gameboy Color emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents
Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Connect Cursor, Copilot & Claude directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
Official plugin for OpenClaw that exports agent traces to Opik. See and monitor agent behaviour, cost, tokens, errors and more.
| Tool | Stars | Language | License | Score |
|---|---|---|---|---|
| clerkie-cli | ★ 97 | Python | — | 23 |
| openclaw-agent-doctor | ★ 25 | Shell | MIT | 47 |
| multiagent-debugger | ★ 35 | Python | MIT | 29 |
| paperdebugger | ★ 1.4k | TypeScript | AGPL-3.0 | 41 |
| Gearboy | ★ 1.1k | C++ | GPL-3.0 | 46 |
| golf | ★ 813 | Python | Apache-2.0 | 42 |
| Gearsystem | ★ 343 | C++ | GPL-3.0 | 44 |
| cheatengine-mcp-bridge | ★ 351 | Lua | MIT | 39 |
| DebugMCP | ★ 266 | TypeScript | MIT | 49 |
| opik-openclaw | ★ 319 | TypeScript | Apache-2.0 | 40 |
The top debugging tools include clerkie-cli, openclaw-agent-doctor, multiagent-debugger. These are ranked by our composite score based on GitHub stars, community activity, and code quality.
Most tools listed here are open-source. 9 out of 10 have explicit open-source licenses, making them free to use and modify.
Consider your tech stack (language compatibility), project scale (stars indicate community trust), and specific features you need. Use the comparison table above to evaluate side by side.
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