"How to write a query in Elasticsearch" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Manage your Cycle infrastructure from any AI assistant. Deploy and reconfigure containers, VMs, and full stacks; create environments; provision servers and manage clusters; handle DNS records, scoped variables, image sources, and volumes. Troubleshoot with logs, metrics, telemetry, and instance console commands. Authenticates via OAuth with read, write, and exec scopes. Tools outside your granted scopes are hidden, and every change is previewed before you confirm it.
Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
QA platform for agents: coverage signals, in-repo test plans, verified tests and release governance.
Publish a client-side app with Cloche and share it with a link.
MCP server for visual regression testing: triage a PR's UI diffs from your coding agent.
Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client. Air Pipe MCP token as a bearer credential, e.g. 'Authorization: Bearer <token>'. Create one at https://app.airpipe.io/
API documentation drifts away from the running service, so consumers integrate against a contract nobody keeps. Routebase keeps API design, testing, mocking and documentation on one living source of truth, and this MCP server exposes that workspace to AI agents. Agents can design endpoints, write and run test suites, manage mock servers and publish documentation, always under the permissions of the connected Routebase account.
Give an agent a place to put large output. Build logs and reports get a stable versioned URL.
Deploy static sites from AI agents: deploy_site publishes files and returns a live URL in seconds.
Let Claude and ChatGPT publish real websites — iterate in previews, keep the good one.
AppDeploy turns app ideas described in AI chat into live full-stack web applications
Publish HTML, static sites and files to <slug>.chorus.host, and deploy Cloudflare Workers backends to <slug>.worker.chorus.host, from any agent.
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.
Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.
Deploy AI-generated HTML/CSS/JS to instant public HTTPS URLs from any MCP-compatible agent.
Deploy a live web app from one sentence. build_app + poll to a public HTTPS URL you own.
Your Expo and EAS project in natural language: up to date SDK docs, cloud builds (status, logs, trig
Build, version, review, and export websites, web apps, and games from a conversation.
Deploy applications to Cloud Run
