625 servers in Developer Tools
Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.
Observability for AI apps: investigate traces, logs, LLM usage, replays and crashes; manage alerts.
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created at first sign-in.
Search and save your coding work in a CoralSwarm ocean: sessions, decisions, meetings.
Build and publish full-stack apps from your coding agent: models, rules, pages, auth, per-app MCP.
Create, edit, preview, and build Flutter apps via FlutterGo.AI cloud MCP (OAuth).
Publish a browser game on YouGame: the build rules, the leaderboard SDK, pre-upload checks.
Glide's official MCP server — build, manage, and operate GlideOS apps, data, and workflows.
Accessibility and WCAG data for your own websites: fix lists, live checks, and fix validation.
Deterministic context layer for your codebase: change impact, blast radius, answers with receipts.
Read, edit, publish, and preview your pepita websites from Claude.
Real iOS interaction clips, motion breakdowns, SwiftUI to match. Paid licence required.
Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on one shared board.
Query your OpsLevel internal developer portal: catalog, maturity data, and tech docs.
AI-powered test automation: run tests, analyze failures, query results across mabl workspaces.
The cloud Mac alone, with Xcode, for AI agents: run commands, build and test, use the screen.
Everything NoMac in one server: the Mac, the cloud iPhone and the App Store.
Cloud iPhones and Macs with Xcode for AI agents: build, run and test iOS apps, use the screen.
What changed in your stack since the model's cutoff, error fixes, and security-scanned skills/MCPs
Project context, backlog tasks, and controlled workflows for coding agents. OAuth sign-in.
Software supply chain security: SBOMs, vulnerabilities, fixes, policies and compliance data.
Manage Static Forms (staticforms.dev) form endpoints, form rules and submissions over OAuth.
Operate GitHub from your AI assistant: repos, PRs, issues, Actions. Previews and read-only mode.
Evidence-backed project memory and checkpoints for AI coding agents.
Run commands and manage files on your own machines. Needs a LetKite account; OAuth sign-in.
Autonomous AI developers on your own infrastructure: assign a task, get a pull request.
Deploy web game builds and read playtests: who played, errors, feedback, bugs.
Form backend for static sites: create forms, add email or Discord notifications, read submissions.
Run sandboxed Python for calculations and PDFs; no other languages, installs or network.