"An exploration of the term 'multimodal' and its applications" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Monitoring that agents set up for themselves — cron jobs, CI/CD pipelines and AI agent runs.
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.
Deploy static sites from AI agents: deploy_site publishes files and returns a live URL in seconds.
AppDeploy turns app ideas described in AI chat into live full-stack web applications
Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.
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/
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.
Hosted MCP for creating, checking, deploying, and hosting static sites for AI agents.
Give an agent a place to put large output. Build logs and reports get a stable versioned URL.
Register, deploy, review, and govern internal applications built with coding agents.
GitLab MCP — wraps the GitLab REST API v4 (BYO API key)
Your Expo and EAS project in natural language: up to date SDK docs, cloud builds (status, logs, trig
Verify PyPI and npm packages, symbols, and version diffs against real artifacts. Free, no account.
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.
Inspect and control your Northflank projects, services, jobs, and builds from your AI assistant.
Manage Laravel Forge servers, sites, and deployments from your AI assistant.
Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.
AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).
Deploy applications to Cloud Run
