Task · Coding
Best AI agents to monitor production incidents
This task needs 3 capabilities. 0 tools cover all of them; 733 cover at least one.
| # | Tool | Coverage | Access | Trust | Seen |
|---|---|---|---|---|---|
| 351 | ros-mcpMCP MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 352 | Docker MCP ServerMCP Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 353 | mcp-serverMCP Deploy static sites on Hostsmith - give it a file, get a live HTTPS URL. EU/US residency. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 354 | holiday-photo-plusMCP Show holiday photos from Vercel Blob inline in Claude chats. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 355 | podium-mcpMCP Mobile E2E MCP (51 tools): iOS + Android, native UI + canvas/WebGL, no-vision, RN debug | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 356 | Bamboo MCP ServerMCP Read-only MCP server for self-hosted Atlassian Bamboo CI/CD | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 357 | Sandbox Env MCPMCP Persistent Docker/SSH sandbox for AI agents: shell exec, file ops, audit log. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 358 | Utility MatrixMCP Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 359 | evalview-mcpMCP Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 360 | Resend Email MCPMCP Complete Resend email MCP: full API coverage + debug layer (deliverability, DNS, bounces). | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 361 | Vercel MCP ProMCP Complete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 362 | TerraformMCP Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 363 | PastMLMCP Deploy HTML and Markdown as live URLs. Create, search, update, and manage pastes from any AI agent. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 364 | BotSpot — AI Trading Bots & BacktestingMCP AI trading bots: generate strategies, backtest, deploy live to 10+ brokers. No coding required. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 365 | glamourMCP Browser-measured visual debugging and verification tools for coding agents. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 366 | knownissueMCP Shared debugging memory for AI coding agents | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 367 | nableMCP Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 368 | sentry-mcpMCP MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 369 | ssh-mcpMCP MCP gateway for controlled SSH access with per-client auth, command policies, and audit logging. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 370 | mcp-observability-serverMCP MCP server for querying logs from observability platforms with unified search and tracing | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 371 | mcpMCP AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform guide. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 372 | sentry-mcp-serverMCP MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 373 | Docker MCP ServerMCP MCP server for Docker — containers, health checks, Compose, logs, monitoring for AI agents | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 374 | MCP Sandbox Computer VM for AIMCP Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 375 | Foam ObservabilityMCP Query application logs, traces, and metrics from your AI coding assistant via Foam's MCP server. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 376 | FlutterSDK TelescopeMCP Inspect a running Flutter app: HTTP traffic, logs, exceptions and queries. Debug only. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 377 | Flyto CoreMCP Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 378 | MCP Virtual ComputerMCP A persistent Docker or Fly computer with a Three.js interface and optional live Xfce desktop. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 379 | FoggyKitchen MCPMCP FoggyKitchen Terraform/OpenTofu blueprints, landing zones, modules, and labs. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 380 | pushciMCP AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 381 | Findable MCP ServerMCP Find and summarize building documents, projects, tasks, SharePoint sync state, and red flag data. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 382 | AIUseCaseHubMCP Source-linked enterprise AI deployment search. Free preview; API keys unlock full results. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 383 | glassMCP MCP server giving a coding agent a build→see→interact→debug loop over native GUI apps. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 384 | floomMCP Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 385 | K8s LensMCP MCP server for natural-language Kubernetes operations across single or multi-cluster environments. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 386 | feedthroughMCP Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 387 | vibesharingMCP Deploy prototypes and collect team feedback from Claude Code, Cursor, or any MCP client. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 388 | dbgprobe-mcp-serverMCP Let AI agents interact with debug probes — connect, flash, read/write memory, and reset. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 389 | PageDrop MCPMCP Deploy and manage instant HTML sites with paste, upload, and ZIP deploy | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 390 | LDAP Assistant MCPMCP MCP server for 389 Directory Server health diagnostics, log analysis, and SOS-report investigation | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 391 | mcp-docker-release-informationMCP MCP server providing Docker Desktop release notes and security information. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 392 | mcp-kubernetesMCP Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 393 | mcp-ociMCP Oracle Cloud discovery + Terraform generation for AI agents — read-only, secret-safe. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 394 | mcp-openshiftMCP Safe-by-default MCP for OpenShift / Kubernetes: projects, pods, logs, deployments, routes. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 395 | clawopsMCP Deploy self-hosted OpenClaw to AWS, GCP, Azure or a local VM — a CLI and an MCP server in one. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 396 | VULKMCP Generate, edit, and deploy immersive 3D/WebGL web projects from any MCP assistant. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 397 | obsidian-mcp-secureMCP Secure MCP server for Obsidian with OWASP Top 10 controls and full audit logging. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 398 | argocd-mcpMCP Manage ArgoCD GitOps applications - query status, sync, and troubleshoot deployments. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 399 | unbluMCP Operate Unblu deployments: health checks, conversation ops, and 300+ API endpoints | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 400 | ui-debugger-mcpMCP Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues. | 33% | 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).