Task · Coding
Best AI agents to monitor production incidents
This task needs 3 capabilities. 0 tools cover all of them; 731 cover at least one.
| # | Tool | Coverage | Access | Trust | Seen |
|---|---|---|---|---|---|
| 101 | walkerOS FlowMCP Build, validate, simulate, and deploy walkerOS event pipelines | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 102 | fireworksMCP Inspect Fireworks AI models, deployments, datasets and fine-tuning jobs. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 103 | laravel-forgeMCP Manage Laravel Forge servers, sites, and deployments from your AI assistant. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 104 | increaseMCP Read-only Increase banking observability plus one safe non-money-moving write, for AI agents. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 105 | agentguardMCP AgentGuard — 20-tool AI safety MCP: policy preflight, risk scoring, audit logging, rate limits. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 106 | memoryoracleMCP MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 107 | cliMCP Deploy and monetize agent-built apps: login, database, usage billing, and end-user-pays. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 108 | sotaMCP Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and more. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 109 | ShipbookMCP Debug production issues using Shipbook logs and Loglytics error insights. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 110 | mtdt — Salesforce DevOpsMCP mtdt.io MCP: Salesforce DevOps platform connector (metadata deployments, backups and more) | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 111 | prefabMCP List, create and deploy your Prefab project templates from any MCP agent. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 112 | opseraMCP Opsera AI Agent MCP server providing authenticated DevOps automation over SSE | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 113 | Index OneMCP Query financial index data, run backtests, and deploy systematic investment strategies on Index One. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 114 | HoneycombMCP Query Honeycomb observability data: traces, events, metrics, SLOs, triggers, and boards. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 115 | mcpMCP Debug a bad AI-agent run from your editor: which intent fails, at which step, and why. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 116 | youtube-summarizeMCP MCP server that fetches YouTube video transcripts and optionally summarizes them | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 117 | VMware DebugMCP VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 118 | Terraform Ingest MCPMCP Ingest and analyze Terraform modules from multiple repositories for AI RAG systems | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 119 | Azure DevOps On-PremisesMCP MCP server for on-premises Azure DevOps Server and TFS: repos, pull requests, work items, and wiki. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 120 | VMware AIopsMCP AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 60 MCP tools. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 121 | VMware AVIMCP VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 28 MCP tools. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 122 | Drone CI/CD MCP ServerMCP MCP server for Drone CI/CD: 45 tools for builds, repos, secrets, users and templates | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 123 | OpenClaw MCP EcosystemMCP 9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 124 | ShipDappMCP Deploy Dockerized apps to Akash devnet with ShipDapp MCP build, deploy, update, and logs tools. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 125 | mcp-k8s-roMCP Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. Secrets are masked. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 126 | xplainable-mcp-serverMCP Train, explain, optimise and deploy transparent glass-box ML models via workflow tools. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 127 | ImmyBotMCP MCP server for ImmyBot — Windows software deployment, maintenance, tenants, deployments. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 128 | MCP AutomationsMCP Summarize URLs, repurpose content, daily news digests, find competitors. Cost telemetry built in. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 129 | Umami CompassMCP Secure Umami Analytics MCP server for Cloud and self-hosted deployments | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 130 | SearXNG HTTP MCPMCP Self-contained SearXNG metasearch MCP server. One Docker image, 200+ engines, privacy-first. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 131 | sourcemap-retrace-mcpMCP Decodes minified production stack traces back to original TypeScript source using source maps. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 132 | ndjson-local-log-triage-mcpMCP Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 133 | ReposeMCP Uptime monitoring that doesn't cry wolf: manage monitors, read incidents, record deploys. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 134 | mcp-gitlabMCP MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 135 | dot-aiMCP AI-powered development platform for Kubernetes deployments and intelligent automation | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 136 | remote-bridgeMCP Sync code to remote servers via SSH/rsync and deploy from any AI IDE. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 137 | agentraceMCP Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 138 | androidMCP Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 139 | kubefwdMCP Kubernetes port forwarding for local development with automatic /etc/hosts entries. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 140 | JanusMCP Secure Kubernetes MCP server: scoped, redacted diagnostics and human-approved writes | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 141 | sitelauncher-mcp-serverMCP Deploy live HTTPS websites in seconds. Instant subdomains or custom .xyz domains via USDC. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 142 | ThunderPhoneMCP Build, test, deploy and run AI phone agents: agents, numbers, calls, tests, knowledge, campaigns. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 143 | wisewall-mcpMCP Manage WiseWall sites from an AI coding assistant — deploy, configure DNS, secrets, and plans. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 144 | wovoMCP Deploy HTML from any AI tool to a versioned, shareable library on wovo.dev; manage pages. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 145 | yandexgpt-mcpMCP MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia) | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 146 | bank-statement-import-categorise-reconcileMCP Import a bank CSV, dedupe on re-import, categorise, summarise per currency and find subscriptions. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 147 | openclaw-health-mcpMCP MCP server for OpenClaw deployment health: gateway, resources, errors, skills, upgrades, disk. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 148 | inbox-to-actionMCP Agentic Gmail triage: classify, summarize, extract tasks, draft replies. Never sends. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 149 | SuperoMCP Build multi-tenant apps over MCP. Schemas, CRUD, deploys — access control enforced server-side. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 150 | create-starterMCP Scaffold Starter Series projects and check release, deployment, security, and agent instructions. | 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).