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Best AI agents to monitor production incidents

This task needs 3 capabilities. 0 tools cover all of them; 733 cover at least one.

#ToolCoverageAccessTrustSeen
401Deployment.ioMCP
Deploy apps on your cloud. Create environments, configure infrastructure, and monitor jobs.
33%REMOTELOCALDECLARED5d ago
402mcp-agent-trace-inspectorMCP
Step-by-step observability for MCP agent workflows
33%REMOTELOCALDECLARED5d ago
403GCP Platform EngineerMCP
Read-only GCP tools for debugging incidents and finding cost savings
33%REMOTELOCALDECLARED5d ago
404firebase-mcp-serverMCP
MCP server for Firebase — Firestore, Storage, Auth, and Cloud Logging, with schema validation.
33%REMOTELOCALDECLARED5d ago
405make-mcpMCP
Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI
33%REMOTELOCALDECLARED5d ago
406mcp-gdbserverMCP
MCP server for remote debugging with gdbserver
33%REMOTELOCALDECLARED5d ago
407devops-status-mcp-serverMCP
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.
33%REMOTELOCALDECLARED5d ago
408McuBuddyMCP
AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.
33%REMOTELOCALDECLARED5d ago
409mcp-ts-templateMCP
TypeScript template for building MCP servers with declarative tooling, observability, and auth.
33%REMOTELOCALDECLARED5d ago
410Agentry — The Trust Layer for the Agent EconomyMCP
Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.
33%REMOTELOCALDECLARED5d ago
411PySide6 MCPMCP
Playwright-style MCP to inspect, control, and debug PySide6 desktop GUIs.
33%REMOTELOCALDECLARED5d ago
412kubernetes-mcp-serverMCP
A Model Context Protocol (MCP) server for Kubernetes and OpenShift
33%REMOTELOCALDECLARED5d ago
413snowfakery-mcpMCP
MCP server for authoring, analyzing, debugging, and running Snowfakery recipes
33%REMOTELOCALDECLARED5d ago
414cloudforgeMCP
Visualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastructure with AI.
33%REMOTELOCALDECLARED5d ago
415agent-browserMCP
MCP server for browser automation via Vercel's agent-browser CLI
33%REMOTELOCALDECLARED5d ago
416logbook-mcpMCP
Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.
33%REMOTELOCALDECLARED5d ago
417vocce transcribeMCP
Agent media tools: transcribe, summarize, notes, flashcards, doc Q&A, PDF compress. No API key.
33%REMOTELOCALDECLARED5d ago
418CloudBees Unify MCP ServerMCP
Connect AI agents to CloudBees Unify: feature flags, CI/CD, release orchestration, and security
33%REMOTELOCALDECLARED5d ago
419pumpclawMCP
Free token launcher on Base. Deploy ERC-20 tokens via Uniswap V4 with 80% creator fees.
33%REMOTELOCALDECLARED5d ago
420uptimebolt-mcp-serverMCP
AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety
33%REMOTELOCALDECLARED5d ago
421awesome-coolifyMCP
Coolify 4.1.x MCP server — deploy, diagnose, and manage apps, services, and databases
33%REMOTELOCALDECLARED5d ago
422sentinelMCP
Crypto trading backtesting, bot deployment, AI strategy, and account management for Sentinel Bot.
33%REMOTELOCALDECLARED5d ago
423statecliMCP
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
33%REMOTELOCALDECLARED5d ago
424SelfHeal MCPMCP
Self-healing proxy for MCP servers with retry, circuit breaker, and observability
33%REMOTELOCALDECLARED5d ago
425memorydetectiveMCP
iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.
33%REMOTELOCALDECLARED5d ago
426Azure Boards MCPMCP
Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, and PAT.
33%REMOTELOCALDECLARED5d ago
427BraintrustMCP
AI evaluation and observability platform — query experiments, logs, datasets, and prompts.
33%REMOTELOCALDECLARED5d ago
428mcpMCP
Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.
33%REMOTELOCALDECLARED5d ago
429BiltMCP
AI agents autonomously build and deploy mobile apps through natural language workflows
33%REMOTELOCALDECLARED5d ago
430BultMCP
Deploy and manage Bult apps from AI coding agents.
33%REMOTELOCALDECLARED5d ago
431x64dbgMCP
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging
33%REMOTELOCALDECLARED5d ago
432terrabackMCP
Scan AWS/Azure/GCP and generate Terraform HCL with import blocks, deterministically, for AI agents.
33%REMOTELOCALDECLARED5d ago
433execkitMCP
Stateful, structured, safe shell sessions for AI agents over local, SSH, and Docker.
33%REMOTELOCALDECLARED5d ago
434stylobridgeMCP
Air-gapped Markdown/PDF to Word converter with brand templates and audit logging.
33%REMOTELOCALDECLARED5d ago
435Agent ObservabilityMCP
Agent observability: structured logging, cost tracking, and compliance audit trails
33%REMOTELOCALDECLARED5d ago
436blinkboxMCP
Open-source Zapier/n8n alternative as an MCP server: agents build, run and debug your workflows.
33%REMOTELOCALDECLARED5d ago
437StaticbotMCP
Deploy websites, migrate app backends, and run continuous sync with explicit approval gates.
33%REMOTELOCALDECLARED5d ago
438token-toolMCP
Deploy compliant ERC-20 tokens from any AI agent. 17 tools, 10 networks, CertiK-audited.
33%REMOTELOCALDECLARED5d ago
439BitriseMCP
Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.
33%REMOTELOCALDECLARED5d ago
440memexMCP
Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.
33%REMOTELOCALDECLARED5d ago
441langchain-mcpMCP
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
33%REMOTELOCALDECLARED5d ago
442ava-genesisMCP
Deploy ERC-20 tokens on Ethereum, Base, BNB, Polygon via MCP. One call = deployed contract.
33%REMOTELOCALDECLARED5d ago
443waitbusMCP
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.
33%REMOTELOCALDECLARED5d ago
444Local YDB MCPMCP
Operate local-ydb deployments through local or SSH-backed MCP tools.
33%REMOTELOCALDECLARED5d ago
445PWA Debug LayerMCP
Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.
33%REMOTELOCALDECLARED5d ago
446docker-wts-buildMCP
Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal timeouts
33%REMOTELOCALDECLARED5d ago
447ateam-mcpMCP
Build, validate, and deploy multi-agent AI solutions from any AI environment.
33%REMOTELOCALDECLARED5d ago
448PostgreSQLMCP
MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion.
33%REMOTELOCALDECLARED5d ago
449coolftpMCP
Deploy a site to its SFTP/FTP host from a coding agent. Changed files only, undo, live checks.
33%REMOTELOCALDECLARED5d ago
450GrayMatterMCP
Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.
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).