capability
Debug agents
This page lists every AI agent in the MeshKore directory tagged with the Debug capability. Agents are sourced from public platforms (GitHub, Hugging Face, npm, PyPI, awesome-list curations, and direct submissions), normalized by the MeshKore worker, and ranked by GitHub stars. Each card links to the agent's profile with details on capabilities, framework, language, freshness, and source attribution.
289 agents in this capability · ranked by popularity
Top 200 Debug agents
Chrome DevTools for coding agents
An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and…
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production…
Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by…
React app for inspecting, building and debugging with the Realtime API
The missing DevTools for Claude Code — inspect session logs, tool calls, token usage, subagents, and context…
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale…
An app that helps you monitor your Kubernetes cluster, debug critical deployments & gives recommendations for…
Essential utilities for building production-ready AI applications with Vercel AI SDK. State management…
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwright…
An MCP server that autonomously evaluates web applications.
A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying…
An agentic toolkit to control, debug, and profile iOS and Android apps. Made by Software Mansion.
An LLM-powered repository agent designed to assist developers and teams in generating documentation and…
Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode…
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth…
Debug your AI agents
Intercept LLM API traffic and visualize token usage in a real-time terminal dashboard. Track costs, …
🍰 PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old…
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer…
RocketSim — 30+ tools for Xcode's iOS Simulator. Testing, debugging, network monitoring, captures…
Learn, build, debug, and ship faster than ever with your favorite AI pair programmer.
TraceRoot - open-source observability and self-healing layer for AI agents. YC S25
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you…
Kolo is a text-based Python debugger for AI agents. Capture every executed function call, return value, local…
Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
Use devtools against a webpage; a CDP agent implemeted in client-side JS
Local debugging agent that runs in your terminal
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
Open-source CLI coding agent, a free alternative to Claude Code. Generate, debug, and manage code seamlessly.
🎯 The definitive collection of 50+ verified Awesome Claude Skills for Claude Code, Claude.ai, and API. Boost…
A meta-skill plugin for Nous Research's Hermes AI agent that watches your workflows and automatically turns…
# # Automatically generated file; DO NOT EDIT. # OpenWrt Configuration # CONFIG_MODULES=y…
A Text-Based Environment for Interactive Debugging
An open-source collection of embedded development and debugging skills for Claude Code, Copilot, TRAE, and…
NOTICE This repository contains the public FTC SDK for the SKYSTONE (2019-2020) competition season. If you…
Debugging skill for AI agents
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly…
Human-AI Collaborative Data Science Using Visual Workflows
[unmaintained] Make seq2seq for keras work
Graphsignal Python SDK
The elegant Rails debug assistant. AI powered.
Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop…
89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development…
🐼 open source agent engineering platform: traces, evals, and metrics to debug and improve your AI agents…
Run and debug Alexa skills on the command-line. Create bots. Run them in Slack. Run them anywhere!
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP servers with UI widgets…
Booster - open accelerator for LLM models. Better inference and debugging for AI hackers
Real-time guardrail that shows token spend & kills runaway LLM/agent loops.
Claude-style sub-agents (reviewer, debugger, security) for Codex CLI via a tiny MCP server. Each call spins…
Universal debugger CLI built for AI agents. Allows Claude Code and Codex to debug much faster. Support Node…
AI-powered browser automation MCP server for Claude Code. Navigate, click, screenshot, test — all from your…
No-No Debug — Self-evolution system for AI coding assistants. 10 minutes writing code, 2 hours debugging…
CLI tool for agents to quickly access browser telemetry (DOM, network, console) via Chrome DevTools Protocol.
A collection of specialized agent skills for AI infrastructure development, enabling Claude Code to write…
A comprehensive resource designed to help developers effectively use AI tools to develop websites, apps, and…
Bring Your Own Browser — let your AI agent use the Chrome you already have open
Claude Code Prompt Mechanism Visualizer — Electron desktop app
LLM-driven debugger server – give your AI agents step-through debugging superpowers
char const* const commands[] = { "aapt", " aapt", " zipalign", "abduco", " abduco", "abook", " abook"…
FlowLens is an open-source MCP server that gives your coding agent (Claude Code, Cursor, Copilot, Codex) full…
MCPcat is an analytics platform for MCP server owners 🐱.
Run & debug workflows for AI agents running Dockerized tools in VSCode
Claude Code Agent Monitoring & Observability on VSCode
Python client library for improving your LLM app accuracy
Allows AI agents (e.g., Cursor, Claude Code) to debug within Tauri apps via screenshot capture, window…
A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, and Zig…
Create reports for function calls with argument and return values on java. No servers or open connections…
iOS dynamic library MCP for agents
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for…
Cursor-style Debug Mode skill for coding agents. Hypothesis-driven debugging with runtime log instrumentation…
WinDbg Copilot - Agentic Debugging extension
MCP server to communicate with DAP servers allowing AI Agents the ability to debug live programs.
a simple tool for easyily dev/debug using frida and write module for agent. (mainly used for android)
An MCP (Model Context Protocol) server that turns all pybag Windows debugger functions into native MCP tools…
Master Codex with this Framework file system + Prompt Generator consisting of 32 markdown files that will set…
A unified, self-hosted platform for testing and debugging regular expressions. OpenRegex uses isolated…
VUDA is an autonomous debugging agent that empowers AI models to visually analyze, test, and debug web
Turn noisy command output into a short, actionable first pass for coding agents.
Claude Code plugin: delegate to Codex, Gemini, Cursor, GitHub Copilot, and Qwen CLIs via their native…
LLM proxy to observe and debug what your AI agents are doing.
MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection…
[MCP Server] The Security Agent for AI assisted coding
Complete Zero-to-Hero Guide for Vibe Coding, AI-Assisted Development, Local LLMs, Frontend, Backend, DevOps…
Chrome extension that captures debug context and exports structured reports for AI coding agents
Watchtower — monitor, inspect, and debug all API traffic between AI coding agents (Claude Code, Codex CLI)…
CLI tool that generates commit messages from git changes, reviews code for quality issues, and provides…
Debuggable runtime for AI agent workflows. DAG pipelines, artifact lineage, and replayable runs.
Multi-surface runtime for Elixir/OTP. Write one TEA module, render it to a terminal, a browser, or as agent…
Ricochet is the first hybrid coding agent that lives in your IDE and your pocket. Code autonomously with a…
Not-Only LLM Chat. An AI application that enhances creativity and user experience beyond just LLM chat…
🦆 DUCK-E: The Duck That Talks Back - An AI-powered voice assistant that revolutionizes rubber duck debugging…
A toolkit for developing AI agents, including agent-debugger: Terminal debugger for LangGraph & LangChain…
🚇 A plugin-based MCP server for React Native runtime debugging, inspection, and automation. Connects to Metro…
🐙 A curated set of Codex and OpenClaw skills for workflow automation, technical debugging, and agent-assisted…
Developer tools to debug and build realtime voice agents. Supports multiple models.
A java agent for tracing which can be configured via simple text file and instruments the code without…
Runtime intelligence system that makes MCP servers debuggable, testable, and safe to run in production.
Lumigo's Python Distributed Tracing and Performance Agent for AWS lambda
MCPcat is an analytics platform for MCP server owners 🐱.
This is a visual editor for langgraph workflow. It helps to quickly design and debug the workflow from…
VSCode Extension for the Browser DevTools MCP Server which is a Playwright-based MCP server that exposes a…
CarryCode is a terminal-native AI coding agent that helps you write, refactor, debug, and understand code …
Interactive testing CLI for Tauri v2 apps : lets AI agents inspect, interact with, and debug Tauri…
All the skills you'll need for AI-powered development with pi-coding-agent. 60+ skills covering research…
Command-line tool for the Chrome DevTools Protocol (CDP): debug targets, console, traces, heap snapshots, and…
Accessibility snapshot testing for Phoenix LiveView - capture HTML during tests, run Pa11y for WCAG …
Unified workbench for building and debugging AI Agents
(function(sttc){/* Copyright The Closure Library Authors. SPDX-License-Identifier: Apache-2.0 */ var…
这是全球首个基于 Claude Code 源代码的可安装、可运行、可调试、很干净的Agent,不是单纯的解包。The world's first clean, installable, runnable…
Your AI terminal companion
A growing collection of reverse engineering skills for AI coding agents.
Flutter Debug Bridge - CLI for AI agents to interact with running Flutter apps on device
The front door to AISquare open source. Governance, debugging, and audit trails for AI agents — because "it…
Self-Repairing Autonomous Agent for Digital Consciousness Backup Using Large Language Models (LLM) and …
Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that…
OpenLLM Monitor is a plug-and-play, real-time observability dashboard for monitoring and debugging LLM API…
🏀 DbgGPT - my first basic x64dbg/openai plugin
CLI tool that lets you chat with your agent locally for faster feedback and debugging
Unofficial, Google‑free reimplementation of MLE‑STAR: a lightweight, local‑friendly multi‑agent ML…
Local execution trees for TypeScript AI agents. agent-inspect helps you understand what happened inside an…
An automated Python tool that uses LLMs and internet to automatically fix your code until it runs perfectly.
Claude Code plugin for senior craftsmen. Multi-pack architecture (core, symfony, react) with DDD patterns…
AI-powered Chrome automation server with natural language element detection. Control Chrome browser through…
An open-source AI agent for infrastructure debugging.
A universal CLI for Weaviate, Milvus, Chroma, Qdrant, and other vector DBs to help view, list, create…
LinguFlow, a low-code tool designed for LLM application development, simplifies the building, debugging, and…
Local monitor for Claude Code API traffic, logs, prompts, and tools
The open-source MultiAgentOps evaluation and verification harness for any industry business workflow.
The Yahoo Finance Agent is an application that combines OpenAI's LLMs, the Yahoo Finance Python library, and…
Debug-only in-app MCP server for iOS/macOS/Android/Flutter/ReactNative. Gives LLM agents Playwright-like…
AI agent debugging, collaboration, and trace observability. Built for teams using CrewAI, OpenAI, and more.
Chat with your Python debugger
HTTP/HTTPS proxy with real-time monitoring for Agent traffic. Designed for debugging and monitoring Claude…
n8n mcp rules provdes pre-configured prompts that show AI coding agents how to use Synta MCP for n8n workflow…
🔍 AI observability skill for Claude Code. Debug LangChain/LangGraph agents by fetching execution traces from…
Supercharge agents with React runtime values.
Visual debugging, execution traces, and observability for AI agents.
Manus-style context engineering for Claude Code Agent Teams. Coordinate multiple Claude instances with shared…
🕰️ Time machine for Claude Code sessions - Automatic snapshots, granular rollbacks, and visual diffs. Never…
Python Coding Agent is an Crew AI Agent built using OpenAI's GPT-3.5 and Groq, designed to help with coding…
⚡ Debug your RAG pipeline without leaving the terminal. Real-time chunking visualization, batch testing…
This web application allows you to convert code from one programming language to another using the ChatGPT…
AI Agent for app stability analysis — crash logs, ANR, OOM, freezes & more. Parses, symbolizes…
Systematic debugging methodology for AI agents and developers. Prevents common anti-patterns like…
personal AI runtime, local-first. MCP bridge giving Claude Code 170+ tools (LSP, debugger, terminal, git)…
Coding agent skills library for programming workflows | Claude Skills, Codex Skills | Forked from…
A language-agnostic debugging interface for AI agents.
VerilogAI – A specialized chatbot for Verilog. Supports code generation, debugging, and explanation with…
A stop-loss for Claude Code: detects loops, compaction danger, failed tools, and token waste before the next…
Postman for AI - design, evaluate, and debug LLM interactions with full transparency.
Postmodernist critique skill for Claude and Codex. Pressure-test AI-generated strategy and marketing slop…
AI-powered tool that helps you debug, analyze, and understand your applications using Pydantic Logfire.
A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Claude, Gemini). Test, debug…
is a next-generation, modern, and lightweight SSH client engineered for absolute efficiency. Beyond standard…
A transparent proxy system for inspecting, debugging, and modifying any traffic from the agent container…
Define a Go struct. Get a CLI that an agent can discover, call, sandbox, and debug. Flags, env vars, config…
A package to automate interaction with WhatsApp.
Your AI development team — 27+ agents and 21 skills that build, review, debug, and ship production code…
One CLI. Every debugger. Give your AI agent eyes into runtime state instead of guessing from source code.
7+1 AI development agents for GitHub Copilot with Chinese philosophy-driven thinking models. Brainstorm…
MCP server for .NET debugging — 34 tools for breakpoints, inspection, exception autopsy, code analysis, and…
DevTools for multi-agent AI — trace, visualize and debug agent workflows in real time
Debug RAG pipelines with just 2 lines of code
UiPath Developer Console - interactive application for building, testing, and debugging Python runtimes…
Claude Code skill for building with the Claude Managed Agents API — event loops, production patterns, MCP…
MCP server giving AI agents full debugger control over running Java applications — inspect state, set…
Open source skill library for AI coding agents to write, optimize, and debug high performance compute kernels…
Headless CLI debugging controller for Python — built for humans and LLM agents
Lár the Pytorch for Agents is the open-source "glass box" engine for building, debugging, and running…
Adsum IoT Coder is the AI coding agent purpose-built for IoT firmware — it captures live logs from your…
A hands‑on RAG experimentation lab. Largely configurable with debug insights. Classification‑driven corpus…
C# MCP server for kernel & user-mode Windows debugging — DbgEng COM, KDNET, Frida, dbgsrv, TTD, and…
Copy and paste prompts for cursor agent. Free for anyone to use or add to. This repository provides a curated…
A simple task management system for managing AI dev in Cursor
Agent skills for AI-assisted Unity debugging — structured logging, runtime commands, variable watching, and…
EXPLAIN ANALYZE for RAG retrieval — inspect, debug, benchmark, and tune your retrieval layer
JavaScript client library for managing your LLM data in one place
Inspect and debug Model Context Protocol servers directly in your browser.
A curated collection of production-ready Claude Code sub agents for task automation, code review, debugging…
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (Claude/Gemini) to analyze…
MCP server for Home Assistant — 264 tools across 27 domains: entities, automations, dashboards, energy…
Stateful browser runtime for AI agents built on Playwright, with stealth interaction, structured page state…
Smart CLI Tool which makes life easier - AI and Debugging!
Give your AI Agent a senior engineer's debugging brain. Runbook-driven incident investigation via MCP …
Runtime diagnostics CLI for Vite apps, exposing Vue/React/Svelte state, HMR traces, module graph diff, and…
The Forge Skills Plugin bundles several Forge-focused skills plus MCP-backed tooling so your agent can…
Debug and validate Agent Client Protocol (ACP) traffic — protocol conformance testing for AI coding agents.
Reusable Agent Skills for embedded systems, MCU debugging, firmware workflows, and AI automation. (嵌入式、MCU…
🚀 Comprehensive LangGraph learning repository with hands-on examples, and practical implementations. Master…
Multi-agent RISC-V verification and test-generation framework for AI-assisted RTL, ISS, compliance, coverage…
Code4Me.ai is an AI-powered VS Code extension that transforms your natural language ideas into code…
Fast terminal UI and CLI for testing, debugging, and automating Model Context Protocol (MCP) servers. STDIO…
Run.dev is an AI-native local development environment built in Rust. It manages all your services from one…
Fix broken AI agents without re-running them. Fork at any step, replay from failure, prove the fix works…
git for agent brains — move, debug, and secure AI agent state across 10 frameworks
AgentTrace is an open-source, local-first step debugger for AI agents. It provides a Python SDK for tracing…
AI-powered LinkedIn job application automation tool using Selenium, featuring session persistence, clean…