"Automated Browser Tools or Software" 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.
Now part of GAIP developer checks: diagnoses failed agent or API calls (gaip_diagnose).
Access Zain Ahmed’s public engineering profile, project case studies, technical articles, and platform engineering resources through MCP tools and structured resources. Hosted Streamable HTTP endpoint at zainahmed.net; public retrieval requires no API key.
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/
AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).
Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.
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.
Inspect Depot builds, CI runs, job logs and Actions runners; retry or cancel CI runs.
MCP deployment checks: required tools, schema drift and verifiable receipts. Free preflight.
Free selector plus read-only GitHub bounty, agent harness, Actions, flake, and MCP drift decisions.
Read-only GitHub bounty, agent harness, Actions failure, flake, and MCP tool-drift decisions.
- AppWizzy ProjectsOAuth unavailablecom.appwizzy
Create and monitor AppWizzy app environments from GitHub or ZIP with AI agents.
AI QA that runs your app in a browser on every pull request: projects, test targets, test cases.
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.
- TypeshipOAuthdev.typeship
Generate a typed SDK, CLI, and MCP server from any OpenAPI or GraphQL spec, and keep them current.
Disposable cloud Android emulators for coding agents: run an APK or PR build, tap, type, screenshot.
Deploy full-stack apps with databases, storage, backups, logs, scaling, and rollback. 74 MCP tools.
Your coding agent writes the feature — let it test it too. Long Horizon runs real browser tests and produces shareable execution reports for confident feature delivery.
Deploy static sites and Next.js apps from any AI editor with one command. 46 MCP tools for deployment, release management, custom domains, and team sharing. Works with Claude Desktop, Cursor, Windsurf, and all MCP-compatible clients.
- mctlOAuth via extensionai.mctl.api
AI-native Internal Developer Platform for Kubernetes and automated GitOps. Manage infrastructure, deployments, and databases through natural language. https://mctl.ai/mcp/
