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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.

#ToolCoverageAccessTrustSeen
551Polyglot-DebuggerMCP
Multi-language debug skills and code execution helper.
33%REMOTELOCALDECLARED5d ago
552Data ObservabilityMCP
SQL data health analyzer and pipeline observability evaluator.
33%REMOTELOCALDECLARED5d ago
553Execute data-observability-mcpMCP
Premium agentic endpoint for data-observability-mcp.
33%REMOTELOCALDECLARED5d ago
554MC-Data MonitorMCP
SQL pipeline observability and DBT integration monitor.
33%REMOTELOCALDECLARED5d ago
555AWS BuilderMCP
AWS CloudFormation and Terraform infrastructure blueprint builder.
33%REMOTELOCALDECLARED5d ago
556Dr.DeployMCP
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
33%REMOTELOCALDECLARED5d ago
557mcp-debuggerMCP
Node.js and TypeScript debugging with 25+ tools for AI agents
33%REMOTELOCALDECLARED5d ago
558DynatraceMCP
Connect AI assistants to Dynatrace to query observability data and analyze problems.
33%REMOTELOCALDECLARED5d ago
559fulcrumMCP
AI governance MCP server for policy enforcement, cost control, and observability.
33%REMOTELOCALDECLARED5d ago
560infracostMCP
MCP server for Infracost CLI integration - cloud cost estimates for Infrastructure as Code
33%REMOTELOCALDECLARED5d ago
561agentbuildersMCP
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on one platform.
33%REMOTELOCALDECLARED5d ago
562Airbrake MCP ServerMCP
Query Airbrake errors, notices, deploys, and project stats from MCP clients
33%REMOTELOCALDECLARED5d ago
563weapp-agent-mcpMCP
Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools.
33%REMOTELOCALDECLARED5d ago
564summarizer-ai-mcpMCP
MCP server for summarizer ai. Features summarize text, extract key points, generate abstract. From
33%REMOTELOCALDECLARED5d ago
565dMoERA CreatorMCP
Build, backtest, and deploy crypto trading strategies via MCP with 7-stage validation.
33%REMOTELOCALDECLARED5d ago
566meek_defoneos_cdn_edge_mcpMCP
MEEK DEFONEOS CDN Edge MCP — Cloudflare + Vercel Edge + multi-region CDN. MIT-licensed.
33%REMOTELOCALDECLARED5d ago
567meek_defoneos_audit_logging_mcpMCP
MEEK DEFONEOS Audit Logging MCP — SIEM + audit chain + compliance logs. MIT-licensed.
33%REMOTELOCALDECLARED5d ago
568meeting-summarizer-ai-mcpMCP
Meeting Summarizer Ai MCP Server by MEOK AI Labs
33%REMOTELOCALDECLARED5d ago
569devops-ai-mcpMCP
Devops Ai MCP Server by MEOK AI Labs
33%REMOTELOCALDECLARED5d ago
570docker-helper-ai-mcpMCP
Docker Helper Ai MCP Server by MEOK AI Labs
33%REMOTELOCALDECLARED5d ago
571CE-RISE Digital Passport Engineering AssistantMCP
Helps plan and reuse CE-RISE Digital Passport components, models, and deployment assets.
33%REMOTELOCALDECLARED5d ago
572NIM Key ManagerMCP
Self-hosted NVIDIA NIM API-key manager with a Claude MCP connector; deploy your own instance.
33%REMOTELOCALDECLARED5d ago
573Chrome Debugger MCPMCP
Chrome breakpoint debugging MCP server for inspecting runtime values and stepping through code
33%REMOTELOCALDECLARED5d ago
574AI Text Summarizer APIMCP
Summarize text or URLs into key points with compression ratio and reading time. x402 USDC.
33%REMOTELOCALDECLARED5d ago
575cloud-pathfinderMCP
IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/K8s.
33%REMOTELOCALDECLARED5d ago
576monitorMCP
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
33%REMOTELOCALDECLARED5d ago
577upnote-lens-mcpMCP
Read, search, and summarize your UpNote notes — and create new ones.
33%REMOTELOCALDECLARED5d ago
578enterprise-mcp-gatewayMCP
Production-grade MCP Gateway in Go with RBAC, in-flight PII redaction, and audit logging.
33%REMOTELOCALDECLARED5d ago
579Containerization AssistMCP
TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
33%REMOTELOCALDECLARED5d ago
580PPSSPP Debug MCP ServerMCP
Engineering-grade MCP debugging SDK turning the PPSSPP PSP emulator into an AI-debuggable target.
33%REMOTELOCALDECLARED5d ago
581safe-ssh-mcpMCP
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands
33%REMOTELOCALDECLARED5d ago
582DevOps & Cloud Code AuditorMCP
Detects database migration table locks, terraform cost leaks, and OWASP API flaws.
33%REMOTELOCALDECLARED5d ago
583Wikivibe MCPMCP
Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.
33%REMOTELOCALDECLARED5d ago
584ClevernameMCP
AI agent governance — security scanning, BYOK routing, audit logging, and Council approvals.
33%REMOTELOCALDECLARED5d ago
585debugiumMCP
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
33%REMOTELOCALDECLARED5d ago
586suitecrm-mcpMCP
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.
33%REMOTELOCALDECLARED5d ago
587basicdeploy-mcpMCP
The runtime your agent deploys to — DB, storage, and a public URL in one MCP call.
33%REMOTELOCALDECLARED5d ago
588CodemagicMcpMCP
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI
33%REMOTELOCALDECLARED5d ago
589targetly-mcpMCP
Deployment truth verification for AI agents. Verifies the live site matches the build.
33%REMOTELOCALDECLARED5d ago
590x402-cloudflare-starterMCP
USDC micropayments on Base + Solana via x402. BYO wallets. Cloudflare Workers. No Coinbase.
33%REMOTELOCALDECLARED5d ago
591server-osMCP
Fail-closed agentic OS MCP: agents as processes with cost, governance, observability, skills.
33%REMOTELOCALDECLARED5d ago
592GodPrompt MCP ServerMCP
GodPrompt MCP + Agent Skill for coding agents with TDD, debugging, verification, and task routing.
33%REMOTELOCALDECLARED5d ago
593Aegis — AI Agent GovernanceMCP
Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.
33%REMOTELOCALDECLARED5d ago
594k8s AIopsMCP
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
33%REMOTELOCALDECLARED5d ago
595Google Apps Script MCPMCP
MCP server for the Google Apps Script API: projects, code, versions, deployments and executions.
33%REMOTELOCALDECLARED5d ago
596AI GuardianMCP
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
33%REMOTELOCALDECLARED5d ago
597Container Host AIopsMCP
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
33%REMOTELOCALDECLARED5d ago
598CICD AIopsMCP
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.
33%REMOTELOCALDECLARED5d ago
599Observability AIopsMCP
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
33%REMOTELOCALDECLARED5d ago
600Control PlaneMCP
Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.
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).