The real catalog of tools for AI agents

AI deployments that shipped and are available now, each sourced to the publisher's own page.

Deploy Dockerized apps to Akash devnet with ShipDapp MCP build, deploy, update, and logs tools.

Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and more.

Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.

Deploy apps and databases on Skiffly: projects, services, deployments, logs, variables, domains.

Deploy and operate containers on Gagarin Cloud: services, databases, domains, logs, rollbacks.

Deploy JavaScript Functions and static sites, read logs, and roll back on wawesome.

Create website projects, deploy GitHub sites and read logs/usage via remote OAuth MCP.

Deploy and manage web apps on InstaPods: create pods, push files, run commands, read logs.

Agent-to-agent cloud service: deploys and runs your apps and services — domains, logs, real status.

Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.

Deploy full-stack apps with databases, storage, backups, logs, scaling, and rollback. 74 MCP tools.

Dispatch and track Alchemist Cloud tickets, watch deploys, read logs, and query your project DB.

Deploy static and SSR websites via AI; manage Git/Docker apps, builds, logs and domains on TatNet.

Real Linux labs your AI agent deploys, routes and runs, with domains, TLS, DBs and an audit log.

Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage).

Model inventory and governance: trace deployed models and their dependencies as an append-only log

Server operations MCP: HTTP health checks, log analysis, deploy dry-runs, mail diagnostics.

Deploy and manage SnapDeploy apps from your AI assistant: builds, logs, env vars, add-ons, domains.

Mock OpenAPI specs locally, or log in to deploy hosted mocks on mockzilla.org from your MCP client.