"The role of planning in project development" matching MCP connectors:

Deploy static sites from AI agents: deploy_site publishes files and returns a live URL in seconds.

AppDeploy turns app ideas described in AI chat into live full-stack web applications

Deploy and host the apps your AI assistant builds — a real server, database, and shareable URL.

GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)

An MCP server that let you interact with Cycloid.io Internal Development Portal and Platform

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.

Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.

AI QA that runs your app in a browser on every pull request: projects, test targets, test cases.

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Keep a target database continuously in sync with a source on another provider, then promote it.

Multi-CI security scanner with a live threat-intel feed of compromised CI components

One place to build, share, and govern the skills and tools your AI agents use at work.

MCP Server for JFrog, providing tools for development and artifact management.

Lance is an App Store Connect operator for AI agents, with real ASC credentials on remote Macs. Build, sign, and upload to TestFlight with no local Mac or Xcode (Windows, Linux, CI all work), generate complete app icon packs (every iOS and Android size, Xcode catalog), create App Store listings and metadata, configure in-app purchases and subscriptions, and fix app review rejections. The fastlane alternative for agent-driven development: Swift, React Native, and Expo all work. Free. No Card down

Deploy & release tracking with native MCP — ask Claude what's in production and cut the release.

Direct access to Cypress tests results and accessibility reports in your AI workflow.

MCP server for Mint — AI-powered QA that runs your app in a real browser on every PR.

Your coding agent writes the feature — let it test it too. Long Horizon runs real browser tests and produces shareable execution reports for confident feature delivery.