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 |
|---|---|---|---|---|---|
| 201 | mcp-agent-trace-inspectorMCP Step-by-step observability for MCP agent workflows | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 202 | DelimitMCP One workspace for every AI coding assistant. Shared tasks, memory, and governance. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 203 | GCP Platform EngineerMCP Read-only GCP tools for debugging incidents and finding cost savings | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 204 | firebase-mcp-serverMCP MCP server for Firebase — Firestore, Storage, Auth, and Cloud Logging, with schema validation. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 205 | clean-markdownMCP Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 206 | mcp-gdbserverMCP MCP server for remote debugging with gdbserver | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 207 | McuBuddyMCP AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 208 | mcp-ts-templateMCP TypeScript template for building MCP servers with declarative tooling, observability, and auth. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 209 | Agentry — The Trust Layer for the Agent EconomyMCP Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 210 | PySide6 MCPMCP Playwright-style MCP to inspect, control, and debug PySide6 desktop GUIs. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 211 | snowfakery-mcpMCP MCP server for authoring, analyzing, debugging, and running Snowfakery recipes | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 212 | fabric-atelierMCP AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 213 | logbook-mcpMCP Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 214 | AvrotizeMCP Schema conversion and schema-driven code generation MCP server. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 215 | CEDRUSMCP Reasoning scaffolding that supercharges your small AI: an argument-mapping MCP server | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 216 | statecliMCP State replay and self-debugging for AI agents. Track, replay, undo, checkpoint. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 217 | memorydetectiveMCP iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 218 | squigglesMCP Let your coding agent see the squiggles — LSP diagnostics, navigation, refactoring, and extras | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 219 | SelfHeal MCPMCP Self-healing proxy for MCP servers with retry, circuit breaker, and observability | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 220 | x64dbgMCP MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 221 | BraintrustMCP AI evaluation and observability platform — query experiments, logs, datasets, and prompts. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 222 | Agent ObservabilityMCP Agent observability: structured logging, cost tracking, and compliance audit trails | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 223 | blinkboxMCP Open-source Zapier/n8n alternative as an MCP server: agents build, run and debug your workflows. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 224 | BomlyMCP Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 225 | stylobridgeMCP Air-gapped Markdown/PDF to Word converter with brand templates and audit logging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 226 | BetaDropMCP Publish iOS and Android builds to testers and manage share links from an AI coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 227 | langchain-mcpMCP LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like) | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 228 | webearMCP Give your AI coding assistant ears — capture, analyze, and describe live audio. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 229 | PWA Debug LayerMCP Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 230 | mcp-portalMCP Cursor CLI delegation for verified bulk reads and reference-driven code generation. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 231 | k8scortex-mcpMCP Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps, multi-cluster. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 232 | coolftpMCP Deploy a site to its SFTP/FTP host from a coding agent. Changed files only, undo, live checks. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 233 | ArchietMCP Archiet MCP server: scaffold full-stack apps from PRD text and extract capabilities. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 234 | GrayMatterMCP Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 235 | makers-page-mcpMCP Marketing Assistant MCP: draft, approve, and publish posts to X from your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 236 | renforgeMCP Inspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 237 | aidbMCP Debug any supported language with breakpoints, variable/state inspection, and stepping. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 238 | AgentLensMCP Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 239 | luMCP lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-injection scrubbing.… | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 240 | JS Reverse MCPMCP MCP server for JavaScript reverse engineering and browser debugging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 241 | Nanostores MCPMCP Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 242 | proofMCP Govern your AI coding agent: frame the work, review the changes, keep a signed decision record. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 243 | observability-mcpMCP Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 244 | prumoMCP Checks the context files a coding agent reads against the git index, and reports what drifted. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 245 | datadog-mcpMCP Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 246 | The Context CompanyMCP AI agent observability for production traces, natural-language insights, and improvement loops. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 247 | Predictive DebuggerMCP Predicts where JavaScript and TypeScript code will fail at runtime, for coding agents. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 248 | tor-mcpMCP Route HTTP requests through the Tor network. Rotating exit IPs, .onion support, no body logging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 249 | UsageMax public observabilityMCP Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 250 | Qwen DAP MCPMCP Native runtime debugging via DAP-to-MCP for crashes, hangs, dumps, symbols, and forensics. | 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).