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 |
|---|---|---|---|---|---|
| 151 | Sessy — Amazon SES observabilityMCP Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 152 | ASP.NET Core Debugger — MCP Server for AI AgentsMCP MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 153 | BaronMCP Let your coding agent write to your work tracker: issues, branches, PRs and CI, one contract. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 154 | cloudpulseMCP Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 155 | logicapps-mcpMCP MCP server for Azure Logic Apps - debug workflows, manage runs, and authoring | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 156 | xcodemcpMCP Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 157 | indian-food-nutrition-mcpMCP Indian-accurate nutrition logging for your AI: IFCT 2017 + USDA, by text or photo. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 158 | xdebugMCP MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 159 | GitWarrenMCP Code review on your own machine, for you and your coding agent. Nothing leaves your computer. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 160 | New Relic MCPMCP New Relic MCP server with 55 tools for APM, alerts, dashboards, synthetics, workflows, and more. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 161 | swiftforgeMCP Curated, current SwiftUI components (incl. iOS 26 Liquid Glass) for your AI coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 162 | mcpMCP AI-powered task execution, tickets, sprints, error debugging, and desktop control. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 163 | RokuMCPMCP MCP server for Roku device automation — deploy, ECP control, screenshots, and debug console | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 164 | mcpMCP Official MCP server for Scorezilla — add a leaderboard to your game from your AI coding assistant. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 165 | unlocalhostMCP Deploy localhost to a private, authenticated link from your AI coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 166 | IngeroMCP eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 167 | mcp-server-zotero-devMCP MCP server enabling AI assistants to build, test, and debug Zotero plugins | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 168 | index365 MCPMCP Start index365 scans and read prioritized findings your coding agent can use. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 169 | mcp-observabilityMCP Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 170 | MarigoldMCP Comment on AI-generated webpages; feedback flows back to your coding agent. Free, MIT, local-first. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 171 | mcp-zuulMCP Zuul CI — build failure analysis, log search, pipeline status, and job configuration | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 172 | UI VerifyMCP MCP server for visual regression testing: triage a PR's UI diffs from your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 173 | ros-mcpMCP MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 174 | podium-mcpMCP Mobile E2E MCP (51 tools): iOS + Android, native UI + canvas/WebGL, no-vision, RN debug | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 175 | Resend Email MCPMCP Complete Resend email MCP: full API coverage + debug layer (deliverability, DNS, bounces). | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 176 | knownissueMCP Shared debugging memory for AI coding agents | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 177 | glamourMCP Browser-measured visual debugging and verification tools for coding agents. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 178 | sentry-mcpMCP MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 179 | cesium-mcp-devMCP CesiumJS API docs, code generation and development tools for IDE AI assistants. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 180 | google-jules-mcp-serverMCP Model Context Protocol server for Google's Jules AI coding agent | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 181 | mcp-observability-serverMCP MCP server for querying logs from observability platforms with unified search and tracing | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 182 | ssh-mcpMCP MCP gateway for controlled SSH access with per-client auth, command policies, and audit logging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 183 | Lumino MCP ServerMCP AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 184 | skillkitMCP Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 185 | sentry-mcp-serverMCP MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 186 | FlutterSDK TelescopeMCP Inspect a running Flutter app: HTTP traffic, logs, exceptions and queries. Debug only. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 187 | Agentry.sh ObservabilityMCP Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 188 | FlutterSDK ArtisanMCP CLI framework and stdio MCP server for Flutter: scaffolding, hot reload, REPL, codegen. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 189 | feedthroughMCP Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 190 | dbgprobe-mcp-serverMCP Let AI agents interact with debug probes — connect, flash, read/write memory, and reset. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 191 | ellmos ServerCommanderMCP Server operations MCP: HTTP health checks, log analysis, deploy dry-runs, mail diagnostics. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 192 | eyepupMCP Agentic visitor analytics — five tools that hand the next CRO fix to your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 193 | LDAP Assistant MCPMCP MCP server for 389 Directory Server health diagnostics, log analysis, and SOS-report investigation | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 194 | ChassisMCP Scaffold an Express 5 + TypeScript backend: database, auth, optional Next.js front end. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 195 | quick-html-share-mcpMCP Share AI-generated HTML from your coding agent. Unguessable URL + viewer analytics. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 196 | AmendorMCP Pull change requests from your Amendor board into your coding agent to build and open PRs. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 197 | androidbuild-mcpMCP Build, deploy, drive and debug Android apps: Gradle, emulators, adb, logcat, UI automation | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 198 | ui-debugger-mcpMCP Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 199 | obsidian-mcp-secureMCP Secure MCP server for Obsidian with OWASP Top 10 controls and full audit logging. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 200 | mcp-agent-trace-inspectorMCP Step-by-step observability for MCP agent workflows | 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).