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Best AI agents to monitor production incidents

This task needs 3 capabilities. 0 tools cover all of them; 732 cover at least one.

#ToolCoverageAccessTrustSeen
151Metro MCPMCP
MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP
33%REMOTELOCALDECLARED5d ago
152create-starterMCP
Scaffold Starter Series projects and check release, deployment, security, and agent instructions.
33%REMOTELOCALDECLARED5d ago
153confucius-debugMCP
AI debugging with 980+ verified fixes. Search the YanHui KB — never repeat a mistake.
33%REMOTELOCALDECLARED5d ago
154HiveEchoMCP
Immutable event logging and audit trail for agent transactions
33%REMOTELOCALDECLARED5d ago
155顏回 YanHui Debug AIMCP
Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.
33%REMOTELOCALDECLARED5d ago
156mcp-debugMCP
Debug and develop MCP servers with hot-swapping, session recording, and playback testing
33%REMOTELOCALDECLARED5d ago
157kube-lint-mcpMCP
Validate Kubernetes manifests, Helm charts, Kustomize overlays, and FluxCD resources
33%REMOTELOCALDECLARED5d ago
158SpringRollMCP
Register, deploy, review, and govern internal applications built with coding agents.
33%REMOTELOCALDECLARED5d ago
159PerceptdotMCP
B2A2H platform — tracks GA4, Vercel deployments, GitHub workflows with AI-powered ROI analytics.
33%REMOTELOCALDECLARED5d ago
160SnapDeployMCP
Deploy and manage SnapDeploy apps from your AI assistant: builds, logs, env vars, add-ons, domains.
33%REMOTELOCALDECLARED5d ago
161apple-fm-mcpMCP
Apple Foundation Models on-device. Generate, summarize, classify via Apple Intelligence.
33%REMOTELOCALDECLARED5d ago
162NoraMCP
Operate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients.
33%REMOTELOCALDECLARED5d ago
163smbCloud Mail & AuthMCP
Email infrastructure and authentication for developers: domains, inbox routes, auth apps, deploys.
33%REMOTELOCALDECLARED5d ago
164Radar Kubernetes MCP ServerMCP
Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.
33%REMOTELOCALDECLARED5d ago
165AgentBuildersMCP
Deploy full-stack web apps with database, file storage, auth, and RBAC via a single API call.
33%REMOTELOCALDECLARED5d ago
166BugProofMCP
Capture, replay, and debug failures with portable, executable bug artifacts
33%REMOTELOCALDECLARED5d ago
167DevOps AgentMCP
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tools.
33%REMOTELOCALDECLARED5d ago
168pocketnookMCP
Deploy repositories or local folders to private Pocketnook URLs from any MCP client.
33%REMOTELOCALDECLARED5d ago
169vibie-mcpMCP
Deploy HTML folders to vibie.page from Claude / Cursor — one-line install, OAuth, auto-update.
33%REMOTELOCALDECLARED5d ago
170awesome-agent-skillsMCP
MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.
33%REMOTELOCALDECLARED5d ago
171contest-mcpMCP
Log amateur-radio QSOs to N3FJP logging software over its TCP API.
33%REMOTELOCALDECLARED5d ago
172n3fjp-mcpMCP
Log amateur-radio QSOs to N3FJP logging software over its TCP API.
33%REMOTELOCALDECLARED5d ago
173sncroMCP
Live browser debugging for AI assistants — DOM, console, network via MCP.
33%REMOTELOCALDECLARED5d ago
174ocm-mcp-serverMCP
Guardrailed fleet ops for AI agents: multi-cluster Kubernetes via OCM with policy, approval, audit.
33%REMOTELOCALDECLARED5d ago
175dokploy-mcp-serverMCP
Dokploy MCP server: manage apps, Docker Compose, databases, domains, backups, and servers.
33%REMOTELOCALDECLARED5d ago
176parbakedMCP
Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, deploy to fly.io.
33%REMOTELOCALDECLARED5d ago
177Kafka SentinelMCP
Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.
33%REMOTELOCALDECLARED5d ago
178OpenShift MCP ServerMCP
OpenShift/Kubernetes cluster management via the oc CLI for MCP clients
33%REMOTELOCALDECLARED5d ago
179Exoscale MCP ServerMCP
MCP server for managing Exoscale cloud infrastructure — compute, Kubernetes, DNS, databases, storage
33%REMOTELOCALDECLARED5d ago
180runcomfy-mcpMCP
Remote MCP for RunComfy: ComfyUI deployments, hosted models, LoRA training. 31 tools.
33%REMOTELOCALDECLARED5d ago
181rustok-walletMCP
Self-custody Ethereum agent wallet (MCP/stdio). Keys stay in a local Docker volume.
33%REMOTELOCALDECLARED5d ago
182webhookMCP
Send, validate, debug webhooks for AI agents
33%REMOTELOCALDECLARED5d ago
183dockerMCP
Docker container management and Dockerfile analysis
33%REMOTELOCALDECLARED5d ago
184F5 Distributed Cloud Terraform ProviderMCP
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscription info for AI.
33%REMOTELOCALDECLARED5d ago
185alertlogic-mcpMCP
MCP server for Alert Logic MDR — incident response, log search, SOAR, and SOC workflows
33%REMOTELOCALDECLARED5d ago
186x64dbg MCPMCP
Windows x64dbg/x32dbg debugging with guarded sessions, breakpoints, memory and runtime evidence.
33%REMOTELOCALDECLARED5d ago
187IFORM Web3 Forms MCP ServerMCP
Create, deploy, and manage decentralized Web3 forms on EVM chains via MCP.
33%REMOTELOCALDECLARED5d ago
188rancher-mcpMCP
Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows.
33%REMOTELOCALDECLARED5d ago
189RationalBloksMCP
Deploy production REST and Neo4j Graph APIs from JSON schemas in seconds. 49 tools.
33%REMOTELOCALDECLARED5d ago
190crowvaultMCP
327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, and more.
33%REMOTELOCALDECLARED5d ago
191Rackspace SpotMCP
Manage Rackspace Spot Kubernetes Cloudspaces, node pools, and VMs from your AI assistant.
33%REMOTELOCALDECLARED5d ago
192crashdxMCP
Diagnoses Apple .ips crash reports: ranks likely causes with cited evidence, not just a stack trace.
33%REMOTELOCALDECLARED5d ago
193breezedeployMCP
Deploy a local folder, git repo, or Docker image to a live HTTPS URL from your AI chat.
33%REMOTELOCALDECLARED5d ago
194Ploi CloudMCP
European cloud hosting. Deploy and manage apps with your favorite AI coding assistant.
33%REMOTELOCALDECLARED5d ago
195DockerhubMCP
Docker Hub MCP — wraps the Docker Hub v2 API (free, no auth required for public data)
33%REMOTELOCALDECLARED5d ago
196CrtshMCP
crt.sh — Certificate Transparency log search
33%REMOTELOCALDECLARED5d ago
197pipeheroMCP
Debug webhooks from your AI agent: inspect and replay captured webhooks on localhost.
33%REMOTELOCALDECLARED5d ago
198Perceptdot VercelMCP
AI agent vision for Vercel deployments — with ROI measurement. perceptdot.com
33%REMOTELOCALDECLARED5d ago
199Perceptdot SentryMCP
AI agent vision for Sentry error tracking — with ROI measurement. perceptdot.com
33%REMOTELOCALDECLARED5d ago
200maildev-mcpMCP
MailDev MCP server. Manage Docker containers and inspect emails from your AI editor or MCP client.
33%REMOTELOCALDECLARED5d 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).