"Learning to Create an Expert Python Program to Exit GitHub" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Publishes what an AI made — a page, a markdown or PDF doc, or a whole site — to a live HTTPS link. Runs locally over stdio from the @drop2run/mcp npm package, or hosted at https://mcp.dropto.run/mcp for chats that connect by 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 apps from GitHub, read build/runtime logs, and manage your app's users from your AI agent.
The 9apes MCP server lets an AI assistant read the GitHub Actions data 9apes already collects for your organization: runs, jobs, steps, and their durations. Ask it why a build got slower, which jobs take the longest, or how this week compares with last week. It is read-only. It cannot start, cancel, or change jobs, runners, billing, or account settings.
Explore GitHub Actions job performance, compute costs and failures with Runzumi analytics.
Codebahn is the private GitHub alternative: fast Git and CI for developers and teams.
Manage your Cycle infrastructure from any AI assistant. Deploy and reconfigure containers, VMs, and full stacks; create environments; provision servers and manage clusters; handle DNS records, scoped variables, image sources, and volumes. Troubleshoot with logs, metrics, telemetry, and instance console commands. Authenticates via OAuth with read, write, and exec scopes. Tools outside your granted scopes are hidden, and every change is previewed before you confirm it.
Finds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against runs.
Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
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.
Deploy AI-built sites and apps to EU hosting from your AI agent. OAuth sign-in, 14-day free trial.
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.
Read packagecloud repos, packages, versions and download stats; create repos, promote and delete.
Publish HTML, static sites and files to <slug>.chorus.host, and deploy Cloudflare Workers backends to <slug>.worker.chorus.host, from any agent.
Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.
Deploy AI-generated HTML/CSS/JS to instant public HTTPS URLs from any MCP-compatible agent.
Your Expo and EAS project in natural language: up to date SDK docs, cloud builds (status, logs, trig
GitHub Actions run id digits, value discarded
