"How to Assess the Security of a Python Application" matching MCP connectors:
Matching Connector Tools:
Deploy static sites from AI agents: deploy_site publishes files and returns a live URL in seconds.
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/
Deploy a live web app from one sentence. build_app + poll to a public HTTPS URL you own.
GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)
Deploy a GitHub repo to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
GitLab MCP — wraps the GitLab REST API v4 (BYO API key)
Let Claude and ChatGPT publish real websites — iterate in previews, keep the good one.
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.
Build, version, review, and export websites, web apps, and games from a conversation.
Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
Keep a target database continuously in sync with a source on another provider, then promote it.
Build a real website from a chat — then run it: read messages, check traffic, publish changes.
Deploy and host the apps your AI assistant builds — a real server, database, and shareable URL.
Identify a configuration label for a release brief
Multi-CI security scanner with a live threat-intel feed of compromised CI components
Security reviews for coding agents: diffs checked against your org policy and live infrastructure.
One place to build, share, and govern the skills and tools your AI agents use at work.