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 |
|---|---|---|---|---|---|
| 101 | Kafka SentinelMCP Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 102 | TestorimMCP AI browser tests from your coding agent: a verdict, failing steps, report, video and trace. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 103 | Sable Platform + HyperDX ObservabilityMCP Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all from your IDE | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 104 | apiMCP MCP server for generating REST API boilerplate and Express endpoints. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 105 | webhookMCP Send, validate, debug webhooks for AI agents | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 106 | alertlogic-mcpMCP MCP server for Alert Logic MDR — incident response, log search, SOAR, and SOC workflows | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 107 | x64dbg MCPMCP Windows x64dbg/x32dbg debugging with guarded sessions, breakpoints, memory and runtime evidence. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 108 | Remembra RelayMCP Cross-agent handoff: the next coding agent starts from the last one's facts, not a blank page. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 109 | tyrekickMCP Read and resolve human feedback pinned on your live prototype, straight from your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 110 | isitdoneMCP Make a coding agent prove it: run the repo's real tests, typecheck and lint before it says done. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 111 | software-designMCP SOLID/OOP/DRY, the 23 GoF patterns, pattern scaffolding, and heuristic code-smell detection. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 112 | crashdxMCP Diagnoses Apple .ips crash reports: ranks likely causes with cited evidence, not just a stack trace. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 113 | SharpLensMCP 67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 114 | Ploi CloudMCP European cloud hosting. Deploy and manage apps with your favorite AI coding assistant. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 115 | CrtshMCP crt.sh — Certificate Transparency log search | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 116 | pipeheroMCP Debug webhooks from your AI agent: inspect and replay captured webhooks on localhost. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 117 | Perceptdot SentryMCP AI agent vision for Sentry error tracking — with ROI measurement. perceptdot.com | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 118 | pforgeMCP Zero-boilerplate MCP server framework with declarative YAML configuration | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 119 | Pine Script v6 DocumentationMCP Pine Script v6 documentation lookup, function validation, and linting for AI code generation | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 120 | nexus-browser-mcpMCP Event-driven deterministic browser MCP: HITL gates, audit, console/network/perf observability. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 121 | ChirpStackMCP Manage and live-debug LoRaWAN devices on a ChirpStack v4 network server over its gRPC API | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 122 | IntakeQ MCPMCP IntakeQ/PracticeQ MCP connector with HIPAA §164.312(b) audit logging on every PHI read/write | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 123 | MCP Debug RecorderMCP Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 124 | MCP Debug RecorderMCP Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 125 | kakuninMCP X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 126 | Power Automate MCP Server by Flow StudioMCP Debug, build, and manage Power Automate cloud flows with AI agents | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 127 | AgentWatchMCP Multi-agent observability: cascade failure detection, heartbeats, and forensic replay | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 128 | mcp-gatehouseMCP Permission tiers, approval gates, and audit logging for MCP servers - the server is the gatekeeper | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 129 | New Relic MCP ServerMCP Monitor, troubleshoot, and optimize your technology stack with Intelligent Observability. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 130 | .NET Debugger for MCPMCP Give an AI agent a real .NET debugger: breakpoints, stepping, locals, expression evaluation. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 131 | preflightMCP New Relic MCP server for observing AI coding assistants (Claude Code, Cursor, Copilot, etc.) | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 132 | kibana-mcpMCP Kibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 133 | MultimeterMCP Scaffold, validate, format, and run YAML .mmt API tests. Do not invent syntax. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 134 | metricuiMCP React dashboard components — API lookup, code generation, and prop validation for AI tools. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 135 | MowgliMCP Intelligent product canvas: iterate on your product's design with your coding agent, synced to code. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 136 | Firefox DevTools MCPMCP Control and debug Firefox: navigate, fill forms, inspect network and console, profile. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 137 | Monte CarloMCP Data + AI observability — monitor and troubleshoot production-grade agents and the context they use. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 138 | HarnessScopeMCP Turn-level governance observability for Claude Code transcripts. Local-first, no LLM inside. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 139 | OpenOCD DebuggerMCP Debug microcontrollers via OpenOCD: flash, breakpoints, memory, registers and variables. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 140 | Microtoll EngineMCP Microtoll Engine in your coding tool: docs search and a scaffold for end-to-end-encrypted apps. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 141 | trace-forgeMCP Structured execution trace and span logging for AI agents | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 142 | Meeba BrainMCP Repository knowledge graph MCP server for codebase understanding and debugging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 143 | somaMCP Execution-verified code generation and verification with signed, offline-checkable certificates. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 144 | Agentic Observability MCPMCP Agent tracing, cost tracking, anomaly detection for LLM agents | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 145 | tracehub-mcpMCP Query OTel traces across Jaeger, Tempo, Traceloop, Datadog, Sentry, X-Ray, New Relic, Honeycomb. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 146 | agent-replayMCP Record and replay AI agent execution for debugging | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 147 | mcpMCP Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 148 | m1ndMCP The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 149 | consolelog dev toolsMCP Deterministic dev tools for AI agents over MCP: hashing, encoding, formatting, codegen, and more. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 150 | MT5-QuantMCP MT5 strategy development with 87 tools. Backtest, optimize, debug MQL5 EAs on macOS/Linux. | 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).