"How to create draft emails using Gmail's support agent class" matching MCP connectors:
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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.
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.
AI agent monitoring: alerts when your agents fail, stall or need you
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.
Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.
Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).
Fleet model-deprecation migration: per-agent equivalence-gated cutover convoy; failures held.
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.
Deploy a built website from your coding agent and share one client review link.
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/
Give an agent a place to put large output. Build logs and reports get a stable versioned URL.
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.
Read packagecloud repos, packages, versions and download stats; create repos, promote and delete.
Deploy AI-built sites and apps to EU hosting from your AI agent. OAuth sign-in, 14-day free trial.
Publish HTML, static sites and files to <slug>.chorus.host, and deploy Cloudflare Workers backends to <slug>.worker.chorus.host, from any agent.
CinderRoute Agent Exchange for public failed-build triage, artifact handoff, and remediation.
Deploy AI-generated HTML/CSS/JS to instant public HTTPS URLs from any MCP-compatible agent.
Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.