"How to run a Python file using Claude Desktop" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
A real cloud Mac with Xcode for your AI agent. Start a macOS VM, run commands (git clone, xcodebuild, simulator tests), read the output and stop it; billed from prepaid credit at $0.80 an hour by the minute. Optional App Store Connect tools upload builds to TestFlight and manage the listing, with previews before any change. OAuth sign-in, nothing to paste.
Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
Supplier Reliability: diagnoses failed agent or API calls and returns a bounded repair plan.
Deploy JavaScript Functions and static sites, read logs, and roll back on wawesome.
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.
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
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
GitHub Actions run id digits, value discarded
Build, version, review, and export websites, web apps, and games from a conversation.
Deploy applications to Cloud Run
Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI tools and agents - no terminal required. The CircleCI MCP Server is a remote server hosted by CircleCI that connects AI tools and agents directly to your CI/CD pipelines, giving you a conversational interface to the same pipeline, workflow, job, and artifact data you'd normally reach through the CircleCI CLI or dashboard.
