"File system augmented tools for deep research" 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/

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

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.

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

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.

Identify a configuration label for a release brief

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

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.

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

App Store Connect operator for AI agents: icons, TestFlight builds, listings, IAP, rejection fixes.

Remote MCP server with 187 tools for App Store Connect: bulk price editing across 175 countries, edit/translate metadata, edit/create/publish screenshots, track ASO, and ship releases from Claude Code or any MCP client, every write gated by a preview and confirm token.

MCP server for Appcircle mobile CI/CD platform.

Human visual review for agent-built HTML: publish artifacts, pull anchored comments, push fixes.

Vibe deployment for nodecel — deploy, roll back, diagnose, and manage apps and domains from chat.

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.

A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and audit-ready JSON.