Debugging MCP Servers
128 debugging MCP servers for Claude Code and AI agents, ranked by real installs from npm, PyPI and skills.sh. langfuse-mcp leads with 11k installs a month.
#Type
- 1langfuse-mcpA Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observabilityMCP ServersJun 2026
- 2tauri-plugin-mcpAllows AI agents (e.g., Cursor, Claude Code) to debug within Tauri apps via screenshot capture, window management, DOM access, and simulated user inputs.MCP ServersJul 2026
- 3perfetto-mcpThis is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses.MCP ServersApr 2026
- 4jshookmcpjs hook toolkit that all you needMCP ServersJul 2026
- 5Cron Expression Parser — Explain & Next Run TimesCron expression parser API for AI agents. Parse, validate, and explain cron expressions in plain English. Get next N scheduled run times in any timezone. Tools: schedule_parse_cron. Use this for debugging cron schedules, building scheduliMCP Serversrecently
- 6trace-mcpMCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent explorationMCP ServersJul 2026
- 7reaReverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the binary level.MCP ServersJul 2026
- 8MDB-MCPMulti Debugger MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.MCP ServersJan 2026
- 9prodlintYour vibe-coded app has hardcoded secrets, missing auth, and hallucinated imports. Find out in under a second.MCP ServersJul 2026
- 10mcp-wiresharkAn MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffic, parse .pcap files, apply display filters, follow streams, and export JSON - all via Claude Desktop, VS Code, or CLI. Cross‑platform, typed, tested, and pip‑installable.MCP ServersJul 2026
- 11dejared-mcpA MCP server for exploring, analyzing, and decompiling Java JAR filesMCP ServersApr 2026
- 12ejentum-mcpMCP server for the Ejentum API. 8 cognitive operations across 4 harnesses (reasoning, code, anti-deception, memory) in dynamic and adaptive modes.MCP ServersJun 2026
- 13dap_mcpModel Context Protocol (MCP) server that interacts with a DebuggerMCP ServersSep 2025
- 14apktool-mcp-serverA MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)MCP ServersJul 2026
- 15reverse-engineering-assistantMCP server for reverse engineering tasks in Ghidra 👩💻MCP ServersJul 2026
- 16agent-never-give-up-mcpA 'Swiss Army knife' toolset to help agents recover from getting stuckMCP ServersNov 2025
- 17flowlens-mcp-serverFlowLens 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 ServersMay 2026
- 18log-analyzer-mcpAn MCP server for AI-powered log analysis. Parse, search, and debug log files across 9+ formats — right from Claude Code.MCP ServersJan 2026
- 19crash-mcpMCP server for structured and efficient reasoning with step validation, branching, and revisions.MCP ServersDec 2025
- 20PepperiOS dynamic library MCP for agentsMCP ServersApr 2026
- 21mcp-stdio-guardCatch stdout pollution and handshake failures in MCP stdio servers before clients do.MCP ServersMay 2026
- 22arthas_mcp_serverArthas MCP Server is an MCP-based diagnostic toolkit for Java applications, designed for LLM integration. It integrates with Alibaba Arthas so AI assistants can analyze and diagnose Java apps.MCP ServersOct 2025
- 23pwndbg-mcpAn MCP tool endows AI agent with the capability to debug ELFMCP ServersApr 2026
- 24visual-ui-debug-agent-mcpVUDA is an autonomous debugging agent that empowers AI models to visually analyze, test, and debug webMCP ServersJun 2026
- 25unidbgAllows you to emulate an Android native library, and an experimental iOS emulationMCP ServersJun 2026
- 26ghidra-mcpGhidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.MCP ServersJul 2026
- 27sentruxReal-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust.MCP ServersMar 2026
- 28agent-teams-aiYou're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/GitHub Copilot/Kiro/Z.AI/MiniMax/Kimi(200+ models, 75+ LLM providers, free models no auth). Build your AI company with multiple teamsMCP ServersJul 2026
- 29cheatengine-mcp-bridgeConnect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.MCP ServersJul 2026
- 30vlloraDebug your AI agentsMCP ServersJun 2026
- 31sentry-mcpAn MCP server for interacting with Sentry via LLMs.MCP ServersJul 2026
- 32tdaTDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.MCP ServersJul 2026
- 33claude-debugs-for-youEnable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code ExtensionMCP ServersDec 2025
- 34brain0The black box for AI-written code. Passive decision graph linking every commit to the agent prompts behind it: drift detection, DLP audit of what agents read, evidence-driven risk, MCP memory for coding agents, signed provenance attestations. One command, offline by default.MCP ServersJul 2026
- 35DebugMCPGift your VS Code agent a real debugger: breakpoints, stepping, inspection.MCP ServersJul 2026
- 36mcpsnoopWireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.MCP ServersJul 2026
- 37renderdoc-mcpAn MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame captures and debug graphics pipelines.MCP ServersJun 2026
- 38airbroke🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error CatcherMCP ServersJul 2026
- 39x64dbg-skillsClaude Code plugin providing skills for x64dbg debugger automationMCP ServersMar 2026
- 40ida-mcp-server-pluginIDA Pro Plugin for serving MCP SSE server for cursor / claudeMCP ServersMay 2025
- 41ida-headless-mcpHeadless IDA Pro binary analysis via Model Context ProtocolMCP ServersJul 2026
- 42mcp-hostedSalesforce Hosted MCP ServersMCP ServersApr 2026
- 43sandbox-mcpA Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.MCP ServersMay 2025
- 44tma1Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.MCP ServersJul 2026
- 45deep-code-reasoning-mcpA Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AIMCP ServersJul 2026
- 46beevibe-ctoArchitecture Deep Research: deep research for strategic system design decisions.MCP ServersJun 2026
- 47mcp-server-idaproA Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.MCP ServersMar 2025
- 48mcp-dap-serverMCP server to communicate with DAP servers allowing AI Agents the ability to debug live programs.MCP ServersJul 2026
- 49gospyNon-Invasive goroutine inspectorMCP ServersAug 2025
- 50wakeWake records your terminal sessions so Claude Code can see what you've been doing.MCP ServersMar 2026
