"Using a search engine to find evidence to answer a question" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.
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.
Independent owner-side QA for structured-cabling certification evidence. Reconciles expected cable IDs against contractor CSV exports and identifies missing, unexpected, retest, and test-limit issues for human review.
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 from AI agents: deploy_site publishes files and returns a live URL in seconds.
Deploy static sites on Hostsmith - give it a file, get a live HTTPS URL. EU/US residency.
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.
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
Build, version, review, and export websites, web apps, and games from a conversation.
Deploy applications to Cloud Run
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.