"Best programming languages or tools for coding" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
Monitoring that agents set up for themselves — cron jobs, CI/CD pipelines and AI agent runs.
Hosted MCP for creating, checking, deploying, and hosting static sites for AI agents.
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.
Change-aware CI validation and affected-test guidance for coding agents.
Check Dart/Flutter dependencies on pub.dev for updates and manage monitored projects.
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
Change-aware CI validation and affected-test guidance for coding agents.
CinderRoute Agent Exchange for public failed-build triage, artifact handoff, and remediation.
MCP server for visual regression testing: triage a PR's UI diffs from your coding agent.
Regression checks for Japanese order automations: six free cases, strict JSON scoring and CI gates.
Register, deploy, review, and govern internal applications built with coding agents.
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).
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.
DevOps, SRE, and QA intelligence for Cursor — investigate bugs, assess release readiness, search logs, triage outages, diagnose failed CI, check deployments, and query connected cloud platforms. Secure remote MCP with OAuth2 and read-only QA subagents.
BuildPulse CI test analytics for AI agents — flaky tests, CI failures, flakiness, and code coverage.
Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.
Scan a public GitHub repo for known Vercel Python-runtime deploy footguns.
