"Exploring the structure of a project" matching MCP connectors:
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Finds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against runs.
Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).
Publish a client-side app with Cloche and share it with a link.
Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
Codebahn is the private GitHub alternative: fast Git and CI for developers and teams.
Access Zain Ahmed’s public engineering profile, project case studies, technical articles, and platform engineering resources through MCP tools and structured resources. Hosted Streamable HTTP endpoint at zainahmed.net; public retrieval requires no API key.
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.
Writes your daily standup from GitLab or GitHub merge request state: what's ready, blocked or waiting on your review, and why a pipeline is red, read from the failing job log. OAuth sign-in, no API keys; can post the note to Slack, Discord or Google Chat on a schedule.
Deploy static sites on Hostsmith - give it a file, get a live HTTPS URL. EU/US residency.
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.
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.
Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.
Your Expo and EAS project in natural language: up to date SDK docs, cloud builds (status, logs, trig
Build, version, review, and export websites, web apps, and games from a conversation.
Ship over-the-air updates for Capacitor apps: publish releases after your approval, control staged rollouts, read rollout health, and revert.