Task · Coding
Best AI agents to fix bugs in a codebase
This task needs 2 capabilities. 3 tools cover all of them; 375 cover at least one.
| # | Tool | Coverage | Access | Trust | Seen |
|---|---|---|---|---|---|
| 51 | StructuraMCP Design domain models and generate deterministic multi-stack code, driven by your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 52 | ReckonMCP The commercial record your coding agent works from — deterministic pricing with full provenance | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 53 | ASMI — AI avatars for your siteMCP Design your site's AI avatar in the ASMI studio; your coding agent ships it into your repo. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 54 | gamedev.plMCP Build browser games on gamedev.pl from your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 55 | AgentForgeMCP Turn rough requests into rigorously structured prompts, for any coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 56 | @imqueueMCP Search @imqueue docs and scaffold typed services & clients from your AI coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 57 | increaseMCP Read-only Increase banking observability plus one safe non-money-moving write, for AI agents. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 58 | agentguardMCP AgentGuard — 20-tool AI safety MCP: policy preflight, risk scoring, audit logging, rate limits. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 59 | ShipbookMCP Debug production issues using Shipbook logs and Loglytics error insights. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 60 | HoneycombMCP Query Honeycomb observability data: traces, events, metrics, SLOs, triggers, and boards. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 61 | mcpMCP Debug a bad AI-agent run from your editor: which intent fails, at which step, and why. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 62 | VMware DebugMCP VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 63 | VTEX IO MCPMCP Scaffold VTEX IO apps, Node services and GraphQL, look up Store Framework block props, search docs | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 64 | draw2agentMCP Draw on your website, let your AI agent see it. Visual context for code generation via MCP. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 65 | model-shuntMCP Model routing for AI agents: delegate bulk reads & boilerplate to cheap worker models. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 66 | exerciseapiMCP Give your AI coding agent direct access to 2,198+ exercises via exerciseapi.dev | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 67 | Scope AnalyticsMCP Install + query Scope analytics from an AI coding agent (Claude Code, Cursor, etc.). | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 68 | sourcemap-retrace-mcpMCP Decodes minified production stack traces back to original TypeScript source using source maps. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 69 | batuta-mcpMCP Split a task into plans with disjoint file boundaries; scaffold a git worktree per plan. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 70 | zod-contract-mock-forge-mcpMCP MCP server for deterministic mock generation and API contract scaffolding using Zod schemas | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 71 | furlow-mcpMCP Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, scaffold bots. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 72 | review-assist-mcpMCP Turns an AI coding agent session into a reviewable Intent Document, validated against the diff. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 73 | agentraceMCP Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 74 | datadogMCP Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 75 | androidMCP Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 76 | thingMCP Artifacts for any coding agent: a durable link with versions, diffs, and comments on the page. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 77 | partner-center-mcpMCP Unofficial Partner Center REST API knowledge & codegen assistant (scenarios, auth, errors). | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 78 | ActionsPulseMCP Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 79 | wisewall-mcpMCP Manage WiseWall sites from an AI coding assistant — deploy, configure DNS, secrets, and plans. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 80 | The Last CEOMCP Make your coding agent better and earn: verified code, paid per use, on a real agent economy. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 81 | keelMCP Catches your AI coding agent when it games the tests - locked-test hashes, tamper detection. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 82 | VulcanusMCP A validated Markdown memory vault your coding agent can recall, project by project. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 83 | create-starterMCP Scaffold Starter Series projects and check release, deployment, security, and agent instructions. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 84 | Metro MCPMCP MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 85 | confucius-debugMCP AI debugging with 980+ verified fixes. Search the YanHui KB — never repeat a mistake. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 86 | mcp-debugMCP Debug and develop MCP servers with hot-swapping, session recording, and playback testing | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 87 | HiveEchoMCP Immutable event logging and audit trail for agent transactions | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 88 | 顏回 YanHui Debug AIMCP Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 89 | diffgateMCP Deterministic guardrail your coding agent runs on itself: diff-scoped findings, zero LLM tokens. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 90 | ArgentMCP Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 91 | SpleraMCP A/B testing for vibe coders: create, track, and ship experiments from your AI coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 92 | mergewardenMCP Check whether a coding agent's changes stayed inside the scope it was given. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 93 | ai-optimizerMCP MCP server that cuts AI coding agent token usage via framework-aware context optimization | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 94 | BugProofMCP Capture, replay, and debug failures with portable, executable bug artifacts | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 95 | n3fjp-mcpMCP Log amateur-radio QSOs to N3FJP logging software over its TCP API. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 96 | sncroMCP Live browser debugging for AI assistants — DOM, console, network via MCP. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 97 | contest-mcpMCP Log amateur-radio QSOs to N3FJP logging software over its TCP API. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 98 | mcpMCP 3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 99 | GAUNTLEXMCP Concurrent Builder + Breaker agents generate code and adversarial tests at once, gated in CI. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 100 | Kafka SentinelMCP Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness. | 50% | REMOTELOCAL | DECLARED | 5d ago |
Coverage = share of this task's required capabilities that an agent or tool documents. For AI agents, capabilities are those stated on the vendor's website; for tools, they are matched automatically from the publisher's description (keyword method, low confidence).