An AI on-call agent that drops read-only probes into running production code, capturing live variable snapshots and stack context without a redeploy or a restart.
Debugging
Tracking down why software misbehaves, from breakpoints and dumps to production diagnostics.
4 apps, 14 skills and 5 MCP servers tagged Debugging.
Apps
Cursor's automated PR reviewer, tuned to find genuine logic bugs with a low false-positive rate.
Code review that reads your entire codebase, so it catches the bugs a diff-only reviewer cannot see.
An AI-powered search engine and assistant specifically designed for developers and technical users.
Skills
Microsoft's official Playwright skill — drives a real browser from the command line using accessibility snapshots and element refs, and plans, generates and heals Playwright tests.
Diagnoses wrong gradients in differentiable NVIDIA Warp programs by measuring first — comparing autodiff against finite differences on a shrunk reproduction before proposing any fix.
A disciplined debugging process — reproduce, isolate, hypothesise, and verify — used before proposing any fix.
Skill: Datadog Triage Flaky Test
by Datadog
Official Datadog skill for investigating one flaky test — pulls its history and failure pattern, categorises the root cause and recommends fixing, quarantining or escalating.
Skill: Datadog Unblock PR
by Datadog
Official Datadog skill that triages a failing PR pipeline, attributing every CI failure as flaky, infra or genuine regression and proposing a targeted fix.
Skill: Power Automate Flow Agent
by Microsoft
Microsoft's official plugin for building, editing, running and debugging Power Automate cloud flows, with a bundled offline FlowAgent MCP server.
Skill: ROS 2 Engineering Skills
by dbwls99706
A single progressive-disclosure skill for production ROS 2 work — rclcpp/rclpy, colcon, QoS and DDS, tf2/URDF, ros2_control, Nav2, MoveIt 2, plus ROS 1 migration and hardware safety gates.
Skill: MongoDB Connection Optimizer
by MongoDB
MongoDB's official skill for connection pools and timeouts — it refuses to hand you numbers until it knows your deployment, workload and concurrency.
Skill: MSBuild Binlog Failure Analysis
by .NET Team at Microsoft
Diagnose an MSBuild build failure from a .binlog file — query the binary log through a dedicated MCP server instead of grepping console output, with a text-replay fallback.
Skill: Flutter Layout Error Fixes
by Flutter
The Flutter team's official skill for diagnosing and fixing constraint errors — RenderFlex overflows, unbounded viewports and misplaced ParentData widgets.
Skill: OpenAI gh-fix-ci
by OpenAI
OpenAI's skill for debugging failing GitHub Actions checks on a pull request: pull the logs with the gh CLI, summarise the failure, plan the fix, implement only after approval.
Skill: PostHog Debugger
by PostHog
PostHog's official skill for auditing a live analytics implementation — scripts, network calls, and window state — read-only, via browser automation.
Skill: Find Bugs in Branch Changes
by Sentry
Audit the changes on your current branch for bugs, security vulnerabilities, and quality problems before you push.
Skill: Web App Testing
by Anthropic
Interact with and test local web applications using Playwright — verify frontend behavior, debug UI, capture screenshots, and read browser logs.
MCP servers
A native x64dbg plugin exposing 84 debugging tools and 22 event callbacks over HTTP, so an AI assistant can drive breakpoints, memory and disassembly directly.
MCP: Snag
by Snag
Snag's official remote MCP server — hands a coding agent the session replay, console logs, network trace and annotated screenshots captured for a bug, then takes the fix PR link back.
MCP: Inngest MCP Server
by Inngest
Inngest's official MCP servers for Cloud and the local Dev Server — inspect functions, replay runs, send test events and query Insights from a coding agent.
MCP: Chrome DevTools MCP
by Google Chrome DevTools team
Google's official MCP server for driving and inspecting a real Chrome browser — automation, debugging, and performance traces.
MCP: Sentry
by Sentry
Sentry's official MCP server — investigate errors and issues, inspect events, and use Seer for root-cause analysis.
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