"Overview and Information on OpenAPI Specification" matching MCP connectors:

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/

Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.

Free selector plus read-only GitHub bounty, agent harness, Actions, flake, and MCP drift decisions.

Verify PyPI and npm packages, symbols, and version diffs against real artifacts. Free, no account.

Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.

Read-only GitHub bounty, agent harness, Actions failure, flake, and MCP tool-drift decisions.

Manage Laravel Forge servers, sites, and deployments from your AI assistant.

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

Build, version, review, and export websites, web apps, and games from a conversation.

Deploy and host AI-built websites on EU infrastructure, straight from your AI agent.

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

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.

Inspect and control your Northflank projects, services, jobs, and builds from your AI assistant.

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

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

BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run history.

Plan Salesforce deploys, open pull requests and trigger pipelines from your AI client.

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

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

Create, deploy, and operate MCP servers directly from your GitHub repositories.