"Exploring the Concept of Multi-Agentic Systems" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Ship over-the-air updates for Capacitor apps: publish releases after your approval, control staged rollouts, read rollout health, and revert.
Now part of GAIP developer checks: diagnoses failed agent or API calls (gaip_diagnose).
Codebahn is the private GitHub alternative: fast Git and CI for developers and teams.
Finds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against 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.
Let Claude and ChatGPT publish real websites — iterate in previews, keep the good one.
Agentic testing: HyperExecute jobs, test failure triage, SmartUI visual diffs, a11y audits
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.
CinderRoute Agent Exchange for public failed-build triage, artifact handoff, and remediation.
Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.
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.
Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.
GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)
GitLab MCP — wraps the GitLab REST API v4 (BYO API key)
Multi-CI security scanner with a live threat-intel feed of compromised CI components
Deploy and host the apps your AI assistant builds — a real server, database, and shareable URL.
- CurrentsOAuth unavailabledev.currents
Self-healing CI tests and proof of work for AI agents
- Azure DevOps (ADO)OAuth unavailableio.github.PremierInc
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
ToolYour is a remote MCP harness for AI agents: plan work, run playbooks or solve goals, and verify until checks pass. Primary jobs are ship-gate, SEO audits, and security audits. Developers call the same capabilities through REST; people smoke-check tools in the browser. MCP and REST share one API key and monthly credit quota.
