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 |
|---|---|---|---|---|---|
| 501 | quellgeist-commitsMCP Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage). | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 502 | Diagrams.soMCP Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 503 | Qovery MCP ServerMCP Deploy and manage your apps on Qovery | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 504 | mcp-server-terraformMCP Safety-first Terraform: confirmation-gated apply/destroy, risk & cost analysis, drift detection | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 505 | mcp-server-graylogMCP Search Graylog logs by timestamps, filter by streams, and debug production issues. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 506 | Azure DevOps (ADO)MCP The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 507 | Chainweb APIMCP Chainweb HTTP API: local sim, pre-signed send, poll, table reads, SPV proofs, module deploys. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 508 | orielMCP Safety-gated AI control of Docker and Colima: containers, images, volumes, networks, Compose. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 509 | envspeakMCP MCP server and CLI that resolves config/env-var cascade across .env, docker-compose, and Kubernetes | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 510 | MCP GatewayMCP Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 511 | PayRam Helper MCP ServerMCP Remote MCP server to integrate and validate self-hosted PayRam deployments. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 512 | OPA MCPMCP Author, validate, debug, and explain OPA Rego policies through any MCP-compatible client. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 513 | MCP Commerce Server StarterMCP FastMCP commerce server starter: product catalog, search, and checkout. Deploy to Vercel in 5 min. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 514 | devops-mcpMCP Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 515 | Kubernetes TroubleshootMCP Read-only Kubernetes diagnostics: pods, logs, events, workloads, services, PVCs and nodes. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 516 | devops-mcpMCP An MCP server that provides DevOps and DevSecOps context for the project | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 517 | Dataset AI Enrichment: Bulk LLM & GPT Classify and ExtractMCP Run one LLM instruction over every row to classify, extract or summarise into new columns. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 518 | StaatsMCP Cookieless web analytics your coding agent reads: traffic answers, deploy impact, what broke. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 519 | RaygunMCP Investigate errors, track deployments, analyze performance, and manage application monitoring | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 520 | WhiteCapData-DevMCP Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP server. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 521 | New Relic MCP ServerMCP Secure, self-hosted New Relic observability and administration tools for MCP clients | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 522 | source-map-parser-mcpMCP Parse JavaScript error stack traces back to original source code using source maps | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 523 | vibe-codingMCP Auto-document vibe coding sessions - collect, summarize, and publish | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 524 | package-version-check-mcpMCP Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 525 | Komodo MCP ServerMCP MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 526 | web-fetch-mcpMCP MCP server for web content fetching, summarizing, comparing, and extracting information | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 527 | Helm MCPMCP Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 528 | agent-observabilityMCP Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 529 | FailTraceMCP Debugging experiments for coding agents: reproduce failures and verify fixes with test evidence. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 530 | clavisMCP Encrypted credential vault for AI agents — auto OAuth refresh, rate limiting, audit logging. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 531 | PhosphorMCP Hosts, metrics, Docker and authorized_keys over a macOS terminal's live SSH connections | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 532 | J-Link MCPMCP Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 533 | YouTube Video Summarizer (pay-per-call)MCP Summarize YouTube videos or fetch transcripts. Pay-per-call via x402 (USDC on Base), no account. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 534 | Workflow MCPMCP Session-bound Docker workflow server through Codex. State is discarded with the container. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 535 | K8gentS — Kubernetes RCA MCP ServerMCP Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 536 | messages-bridgeMCP MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 537 | calendar-bridgeMCP Connects ChatGPT to your Apple Calendar via a local Mac agent + Vercel relay | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 538 | InsForgeMCP MCP server for InsForge BaaS — database, storage, edge functions, and deployments | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 539 | devstack-mcpMCP Dev-registry data: npm/PyPI/Docker/VS Code packages, dep graphs, vulns, 50+ ecosystems. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 540 | backgenMCP Generate Express.js backend projects with ORMs, auth, payments, and DevOps | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 541 | Safari DevTools MCPMCP MCP server for Safari DevTools — browser debugging and automation for AI coding agents | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 542 | AIWebSignalsMCP Public AI web-readiness scanner and machine-facing observability discovery service. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 543 | spinnaker-mcpMCP MCP server exposing Spinnaker CD platform via Gate API for pipeline and deployment management | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 544 | FracteraMCP Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. Free and open-source. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 545 | mcpMCP FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment blockers, and quality | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 546 | FirstKeyMCP FirstKey MCP: agent wallets, free cycles faucet, and one-command site deploys on ICP. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 547 | Stack Trace MedicMCP Coded error stack trace debugger and automated patch generator. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 548 | log-analyzer-mcpMCP AI-powered log analysis - parse, search, extract errors across 9+ formats | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 549 | DocDigestMCP Corporate email and chat thread summarization parser. | 33% | REMOTELOCAL | DECLARED | 5d ago |
| 550 | Polyglot-DebuggerMCP Multi-language debug skills and code execution helper. | 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).