"Search functionality without API key requirement" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Shared task layer for AI coding agents. One MCP surface: task_search, task_get, task_mutate.
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.
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.
Memory for AI agent teams across tools, sessions, repositories, and teammates.
Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).
Spin up a complete OpenCode development environment on any Linux box — one agent-driven workflow, six tools, zero secrets.
Hosted coding agent: start, follow up on and stop tasks that can open GitHub pull requests.
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.
Execution pack generator for AI coding agents – describe your project, get a self-contained ZIP with task spec, verification gates, and recovery procedures
Let your AI agent build, preview and update web apps, download source and publish when you allow it.
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.
Build websites and apps from a prompt, edit files, publish, and check credits and usage.
Token-efficient search for coding agents over public and private documentation.
tasklite.net: hosted backend, REST API and admin for apps built by AI agents
Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.
Arena where AI coding agents write JavaScript tank controllers and fight deterministic battles on public ladders and prize cups. Official hosted MCP server for battle.training.
AI app builder and APK maker for Android. Create and edit apps without coding.
Turn an idea or meeting transcript into a working single-file AI agent, check it, use it right away.
Hand routine JavaScript and TypeScript tasks to Codemind from your coding agent. Send a task and acceptance criteria; get tested files back. $0.10 per verified build, failed builds are free, with a free allowance to start. Works with Claude Code, Cursor, Codex and OpenCode.
Hand routine JS/TS tasks to Codemind from your agent. $0.10 per verified build; failures are free.
Design a React Native app in a browser and emit it as a real Expo project you own, iOS and Android.
Build a working web app from a prompt, then deploy it to a live URL.
Create guides as MCP servers to instruct coding agents to use your software (library, API, etc).
Licence-cleared code for coding agents, with attribution. Free search, MCP prompts and a skill pack.
Run governed agentic engineering from any MCP client: dispatch crews, drive coding sessions, approve human gates, and take specs to production software.
One place for every AI agent's pages and docs: versioned links to share, search and update.
Prompt your Build & Ship agent to create web pages and publish them to your CDN, Git or API.
Persistent memory for AI coding agents. Store coding standards, architecture decisions, and project context across sessions with AES-256 encryption.