Task · Coding
Best AI agents to fix bugs in a codebase
This task needs 2 capabilities. 3 tools cover all of them; 376 cover at least one.
| # | Tool | Coverage | Access | Trust | Seen |
|---|---|---|---|---|---|
| 251 | agent-observabilityMCP AI agent observability with deterministic record/replay for debugging agent failures. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 252 | Hated WoW MCPMCP MCP server for WoW addons: Lua API, Blizzard UI source, CVars, art lookup, linting, scaffolding. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 253 | mcp-server-graylogMCP Search Graylog logs by timestamps, filter by streams, and debug production issues. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 254 | Prefect MCP ServerMCP MCP server for Prefect. Monitor and debug workflows, deployments, and automations. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 255 | MCP GatewayMCP Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 256 | PackkitMCP Scaffold modern npm packages, CLIs, services and apps as a native tool for AI agents. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 257 | composerMCP Give your AI coding agent an architecture canvas to design and evolve diagrams. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 258 | OpenTrainMCP Hire human data labelers, RLHF annotators, and evaluators from your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 259 | OPA MCPMCP Author, validate, debug, and explain OPA Rego policies through any MCP-compatible client. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 260 | ios-agent-skillMCP Swift reviews, local Apple references, app scaffolding and iOS simulator workflows. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 261 | engram-ccMCP Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 262 | StaatsMCP Cookieless web analytics your coding agent reads: traffic answers, deploy impact, what broke. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 263 | New Relic MCP ServerMCP Secure, self-hosted New Relic observability and administration tools for MCP clients | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 264 | source-map-parser-mcpMCP Parse JavaScript error stack traces back to original source code using source maps | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 265 | FailTraceMCP Debugging experiments for coding agents: reproduce failures and verify fixes with test evidence. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 266 | agent-observabilityMCP Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 267 | J-Link MCPMCP Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 268 | clavisMCP Encrypted credential vault for AI agents — auto OAuth refresh, rate limiting, audit logging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 269 | pypresetMCP Scaffold Python projects from YAML presets, augment existing projects with CI/tests. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 270 | JAIPilotMCP Ship better Java with your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 271 | Safari DevTools MCPMCP MCP server for Safari DevTools — browser debugging and automation for AI coding agents | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 272 | NotifyHub — Unified Notification MCP ServerMCP Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 273 | AIWebSignalsMCP Public AI web-readiness scanner and machine-facing observability discovery service. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 274 | Figma-Context-MCPMCP Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 275 | log-analyzer-mcpMCP AI-powered log analysis - parse, search, extract errors across 9+ formats | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 276 | Stack Trace MedicMCP Coded error stack trace debugger and automated patch generator. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 277 | Data ObservabilityMCP SQL data health analyzer and pipeline observability evaluator. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 278 | Execute data-observability-mcpMCP Premium agentic endpoint for data-observability-mcp. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 279 | Polyglot-DebuggerMCP Multi-language debug skills and code execution helper. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 280 | MC-Data MonitorMCP SQL pipeline observability and DBT integration monitor. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 281 | talkthruMCP Talk while using your app — your coding agent gets each sentence aligned to the frame. Fully local. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 282 | fulcrumMCP AI governance MCP server for policy enforcement, cost control, and observability. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 283 | DynatraceMCP Connect AI assistants to Dynatrace to query observability data and analyze problems. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 284 | mcp-debuggerMCP Node.js and TypeScript debugging with 25+ tools for AI agents | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 285 | weapp-agent-mcpMCP Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 286 | meek_defoneos_audit_logging_mcpMCP MEEK DEFONEOS Audit Logging MCP — SIEM + audit chain + compliance logs. MIT-licensed. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 287 | Web Scraper to Markdown APIMCP Extract clean markdown from any URL. Removes boilerplate. For RAG pipelines. x402. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 288 | Chrome Debugger MCPMCP Chrome breakpoint debugging MCP server for inspecting runtime values and stepping through code | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 289 | monitorMCP BetterDB MCP server - Valkey observability for Claude Code and other MCP clients | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 290 | enterprise-mcp-gatewayMCP Production-grade MCP Gateway in Go with RBAC, in-flight PII redaction, and audit logging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 291 | vibemap-mcpMCP Load & create VibeMap product specs from your coding agent; sync build progress. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 292 | PPSSPP Debug MCP ServerMCP Engineering-grade MCP debugging SDK turning the PPSSPP PSP emulator into an AI-debuggable target. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 293 | ClevernameMCP AI agent governance — security scanning, BYOK routing, audit logging, and Council approvals. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 294 | suitecrm-mcpMCP Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 295 | debugiumMCP AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++ | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 296 | server-osMCP Fail-closed agentic OS MCP: agents as processes with cost, governance, observability, skills. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 297 | Aegis — AI Agent GovernanceMCP Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 298 | GodPrompt MCP ServerMCP GodPrompt MCP + Agent Skill for coding agents with TDD, debugging, verification, and task routing. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 299 | AI GuardianMCP Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 300 | Observability AIopsMCP Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools. | 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).