Tools
Browse everything AgentGraph has indexed (536 active tools).
Cloud replacement for mcp-server-filesystem — 20 tools for S3, Azure Blob, and GCS
Cloud & infrastructure managementFilesystem accessDynamic pod spawner & proxy for ephemeral AI agent workspaces on Kubernetes without CRDs
Cloud & infrastructure managementSSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.
Cloud & infrastructure managementMonitoring & observabilityMonitor MCP server health, uptime, response times, and Azure DevOps pipeline status
Cloud & infrastructure managementSSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.
Cloud & infrastructure managementMonitoring & observabilityMCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE
Cloud & infrastructure managementMCP server for Docker — manage containers, images, volumes, and compose services from your IDE
Cloud & infrastructure managementAWS S3 MCP — list buckets, browse objects, upload/download, presigned URLs.
Cloud & infrastructure managementKubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration
Cloud & infrastructure management- TerraVisionMCP
Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.
Cloud & infrastructure management AI agent vision for Vercel deployments — with ROI measurement. perceptdot.com
Cloud & infrastructure managementMailDev MCP server. Manage Docker containers and inspect emails from your AI editor or MCP client.
Cloud & infrastructure managementMCP server for OWASP ZAP vulnerability scanning with Docker management
Cloud & infrastructure managementCloudflare Radar MCP — internet observatory (traffic, attacks, BGP, quality)
Cloud & infrastructure management- DockerhubMCP
Docker Hub MCP — wraps the Docker Hub v2 API (free, no auth required for public data)
Cloud & infrastructure management Image infrastructure for agents. Upload, transform, and deliver images through MCP, CLI, or API.
Cloud & infrastructure managementImage, audio & video processingBM25 search over llms.txt doc indexes (Strands, Kiro, AWS); sources addable at runtime.
Cloud & infrastructure managementDeploy a local folder, git repo, or Docker image to a live HTTPS URL from your AI chat.
Cloud & infrastructure managementImage, audio & video processingVersion control & code hosting- AudiollaMCP
Self-hosted MCP server: audio stems, mastering, MIR analysis, DSP, MIDI, speech tools.
Cloud & infrastructure managementImage, audio & video processing - ClaudeboxMCP
Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.
Cloud & infrastructure management