Debugging MCP servers

A server here finding and fixing bugs in running software: debuggers, errors, stack traces.

Not here: uptime monitoring.

407servers
92 remote315 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: Measure@measure/measureGet to the root cause of mobile app crashes, errors & slow traces with Measure MCP6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1,407 GitHub stars.
  2. Number 2: Sentry@getsentry/sentry-mcpMCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.928 GitHub stars.
  3. Number 3: Power Automate MCP Server by Flow Studio@ninihen1/flowstudio-mcpDebug, build, and manage Power Automate cloud flows with AI agents5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.34 GitHub stars.

Best fit

203 made for this, ranked by starsRemoteLocal
  1. Raygun @mindscapehq/mcp-server-raygunInvestigate errors, track deployments, analyze performance, and manage application monitoring4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.22 GitHub stars.
  2. Axint @agenticempire/axintProof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.18 GitHub stars.
  3. Vynix @vynix/vynix-mcpGive AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.13 GitHub stars.
  4. Mushi Mushi @kensaurus/mushi-mushiThe bug mediator for AI-built apps: plain-English diagnosis + a ready fix, in your editor.9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.3 GitHub stars.
  5. x402 Doctor @fizzl13/x402-doctorIs this x402/MPP API safe to pay? $0.001 go/no-go preflight, diagnosis and fixes. Free quick check.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  6. super-log Cloud @super-log/super-log-cloudRead your team's hosted journal from an AI agent: every machine's streams, in hub order.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.1 GitHub stars.
  7. KnownFix @b-hash88/knownfixVerified fixes, professional reviews, and evidence-led apparel over MCP.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  8. Shipbook @shipbook/mcpDebug production issues using Shipbook logs and Loglytics error insights.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.1 GitHub stars.
  9. FetchSandbox @fetchsandbox/mcpA deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  10. Knownissue @gong8/knownissueShared debugging memory for AI coding agents10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
  11. SnagRelay @snagrelay/snagrelayBug reports your coding agent can fix: real element, console errors, failing requests with bodies.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  12. PageProofer @pageproofer/pageprooferRead, fix and reply to PageProofer website feedback notes from Claude Code, Cursor and other agents.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  13. Trigger.dev MCP by usefulapi @usefulapi/trigger-devDebug background jobs — runs, traces, spans, schedules, queues and deployments.Not assessed yet.A remote server; no sign-in.
  14. NAIF Gravity @naief9961-tech/naif-fixgraphAI agent and MCP diagnostics, API/auth/webhook repair, JSON validation and bounded recovery.13% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  15. Snapback @ra1labsworkx-wq/snapbackDiagnose why an AI agent failed and get the verified fix instantly. Free, no token.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  16. Heystack @heystack/heystackObservability for AI apps: investigate traces, logs, LLM usage, replays and crashes; manage alerts.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  17. Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) @bebopp187-stack/titan-frameworksReview and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  18. OmniDebugLink @omnidebuglink/omnidebuglinkremote debug iOS/Android/Unity/Godot/Flutter/RN/Web on real-device.ui-tree/screenshots/taps,tests.11% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  19. VibeFix @vibe-fixer/vibefixTests your live app like a first customer, free. One exact fix to paste in your builder, re-tested.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  20. Qlane @qlane/qlaneAI QA that runs your app in a browser on every pull request: projects, test targets, test cases.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  21. Python Code Validator @statemind/python-code-validatorProves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.

Also touches on Debugging

41 where it is one part of a bigger job