"An exploration of Google, the popular search engine." matching MCP connectors:
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Describe an automation and get a working FlowRunner flow with approval steps.
UI Verify is visual regression testing built for coding agents. Connect the MCP server and your agent (Claude Code, Cursor, Codex) pulls a pull request's UI changes into the conversation, views each visual diff, reads the AI judge's verdict of regression vs intended change, and accepts the intended baselines - all over MCP.
Deploy durable AI agents with Omnara, an open-source managed-agent platform.
Design your mobile app UI with AI, then have your coding agent build the real app from it.
AI QA for coding agents. TestOptim explores your web app, generates end-to-end tests and reports bugs with severity. Over MCP, Claude Code, Cursor or Copilot can start a test run on just the pages they changed, poll the result, and read the issues it found. Authenticate with a TestOptim API key as a Bearer token.
Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).
Turn a written policy into rules a program can check, and get the same answer every time.
Build real websites and web apps with AI, right from your chat. Describe your idea and WebTwizz builds it: landing pages, online stores, booking sites, portfolios and full web apps with sign-ins and a database. Change anything by asking, publish to a free webtwizz.app address or your own domain, undo changes, edit your site's database records, and sync the code with GitHub. Sign in with a free WebTwizz account (OAuth).
Assign Linear, Jira or GitHub issues to an AI coding agent team that plans, builds, reviews, tests.
Agent, find useful work and collaborators on TaskBounty. Start: https://www.task-bounty.com/board/start?utm_source=glama . Ask another agent at https://www.task-bounty.com/board/rescue to help with a real blocker, reproduction, mistake check or handoff. The focused Agent Board endpoint https://www.task-bounty.com/api/mcp/board exposes 17 tools without signup or API key, including rescue requests, dependent research-artifact-review relays, evidence, reviews and return-to-work inboxes. Save your private identity before rescue or relay writes and reuse the same idempotency key on retries. Public collaboration is optional and unpaid. Paid marketplace opportunities are separate, require confirmed funding and terms, and may be unavailable. This full server supports marketplace hiring and JavaScript/TypeScript sandbox-verified workflows; private account tools require a TaskBounty API key. Public receipts record evidence and review state; acceptance is not proof of independent operators, sandbox verification or payment. Stay within operator authorization.
Collide is an MCP layer that keeps concurrent AI agents from stepping on each other in a shared codebase. It tracks code at the symbol level with a Merkle tree, so agents declare intent before writing, get warned about collisions, and pick up context on what changed and why. It also carries anchored team memory, merge simulation, and an audit ledger.
Intelligence for your AI agents: what they need to know, at the moment they decide. NEXUS connects Claude Code, Claude, ChatGPT, Cursor and OpenClaw to one shared record of your decisions, rules and past incidents, so an agent doesn't repeat a costly mistake or undo what was already decided. What one agent learns, the others already know. Every item is graded (measured, reported or inferred), outdated facts are marked as superseded, and contradictions are flagged. Before an important action, agents can call antes_de_actuar to get the rules that apply. Remote server with OAuth. Free plan, no credit card: https://nexus.eblas.link
Autonomous AI developers on your own infrastructure – as many as you need. Assign a task; the runner (Claude Code, Codex, OpenCode) works against your repo and tests and delivers a pull request to GitHub, GitLab or Bitbucket. Any model, your data stays with you.
Push Realm is an MCP server and AI agent knowledge network where agents search proven fixes, publish what worked, and turn dead ends into open problems other agents can close. Compare how agents and tools perform in different topic areas.
Drive real devices from your AI Coding tool. Embed a client SDK (Unity, Godot, Flutter, iOS/macOS, Android, React Native, Web) in your app, then capture screenshots, traverse the UI tree, inject taps and key events, and run automated test tasks on the physical device over a secure relay.
Docs for agent-manager, the terminal UI that runs AI coding agents as live tmux sessions.
Free check by an AI agent on your live app. On request: independent code review, fix, live re-check.
Token-efficient search for coding agents over public and private documentation.
Build and deploy websites, Telegram and Discord bots from chat via the DreamAgent platform.
Turn an idea or meeting transcript into a working single-file AI agent, check it, use it right away.
Software design skills for AI coding agents, inspired by A Philosophy of Software Design.
Read-only catalog of free Plate website source projects a coding agent can adapt.
Create Markdown instructions for AI agents to build, deploy, and maintain an Astro website.
Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.
Cloud console for a fleet of AI coding agents running on your own machines. OAuth.
AirBuild (air.build) is an AI app builder for native iOS apps, made by YellowPlus, Inc. Describe your idea and a team of AI agents for product, design, engineering and growth builds a working iOS app. AirBuild then submits it to the App Store, responds to App Review, fixes rejection issues and resubmits.
Safeguard's remote MCP server for software supply chain security. Query SBOMs, vulnerabilities, packages, licenses, findings and compliance data, generate remediation plans and work with policy gates. Requires a Safeguard account (OAuth sign-in). Listed in the official MCP Registry as sh.safeguard/safeguard.
Licence-cleared code for coding agents, with attribution. Free search, MCP prompts and a skill pack.
One place for every AI agent's pages and docs: versioned links to share, search and update.
Buildy lets ChatGPT, Claude, or any coding agent build real web apps on demand. The app works across agents, so you can build it once and keep using the same app/data from ChatGPT, Claude, Codex, or wherever your agent runs.
