Interface understanding and design-system memory for AI coding agents: UX audits, Tailwind tokens, shadcn registries, MCP, and Agent Skills.
6,118 MCP servers
Model Context Protocol server for TestFlight & App Store Connect: retrieve beta tester feedback (screenshots, crashes, crash logs), builds
The most comprehensive GSAP MCP server ever created - surgical precision animation control with AI intent analysis, complete API coverage
Terminal output, project snapshots and semantic diffs as LLM-ready context
DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.
Model Context Protocol server that exposes VaneUI component documentation as resources for MCP-aware clients.
Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.
45 specialized judges that evaluate AI-generated code for security, cost, and quality.
Control Android devices and emulators via ADB — screenshots, UI automation, and logcat.
MCP server for writing files in ISO-8859-1 encoding. Plug and play for legacy codebases.
MCP daemon for cross-agent collaboration
MCP server for Fluent UI v9 - comprehensive component generation and management
46 MCP tools free + pay-per-call x402 REST routes on Base. USDC from $0.001/call.
App Store Connect MCP: apps, TestFlight, reviews, sales reports, and team users.
MCP server for connecting Claude with 3D printer management systems
Dependency graph + 23 MCP tools for AI coding assistants. Impact analysis, health scoring, security scanner, agent coordination.
MCP server for Festo/CODESYS PLCs: IEC 61131-3 ST + validated PLCopen XML generation.
Local codebase intelligence for AI coding agents: structural repo map, change-safety gates, MCP security receipts, and tamper-evident
MCP server for netlist parsing and circuit analysis
When the agent writes a bad import, the write doesn’t land. The same check fails the pull request.
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, cost, and risk.