Human Expertise for Smarter AI Agents
Guide your AI through real expertise from builders who've been there before.
How It Works
Your AI agent routes through an expert's MCP, utilizing their patterns, experience, and hard-won judgment. Getting you to your goal faster with output that carries real expertise.
Frequently updated by experts. Expert MCPs evolve as experts add new patterns, examples, and guidance—keeping your AI current even when base models have a cutoff or limited context window.
Your AI
Cursor, Replit, etc.
Expert's MCP
Patterns & taste
Enhanced Output
Their expertise
Sarah's Design MCP
Product Designer
CursorUse Sarah's MCP to guide you. Follow her design system and patterns.
Build an iOS login screen
✓ Generated with Sarah's 8pt spacing grid, SF Pro typography, and WCAG AA colors
Add the forgot password flow
✓ Matching her link styles, modal patterns, and error messaging
Alex's Engineering MCP
Senior Engineer
ReplitUse Alex's engineering MCP. Help me plan before I build.
I want to build a real-time collaborative doc editor
✓ Alex suggests WebSocket + CRDT approach, Redis for presence, Postgres for persistence
What about handling conflicts?
✓ Applies his Yjs CRDT library pattern with operational transforms for merge conflicts
The Full Journey
From the first prompt to the moment customers notice the difference, here’s how end users experience NestWise-powered work.
Choose the expert vibe
Pick the expert whose taste, process, and judgment you want your AI agent to mirror — product, design, growth, or engineering.
Connect once in your IDE
Drop the expert’s MCP into the tools you already use (Cursor, Windsurf, etc.). No installs, no new UI.
Keep working as usual
When you ask the AI for help, it automatically routes through the expert’s playbook, patterns, and tooling.
Expert judgment shows up in-line
Architecture decisions, copy tone, prioritization frameworks, and spacing rules are injected directly into plans and output.
Users feel the polish
Ship faster while every touchpoint reflects proven operator taste — less rework, better launches, happier customers.
Add to Your Favorite Vibe Coding Tools
Connect expert MCPs to Cursor, Windsurf, and other AI builder tools. Simple configuration, zero plugins — just route your AI through real expertise.
Cursor
Add expert MCP servers directly into Cursor with simple JSON configuration. Get real-time guidance, code review, and domain expertise right in your IDE - no context switching required.
Windsurf
Route your agent through expert MCPs in Windsurf to get design, product, and engineering judgment baked into every suggestion.
Browse Expert MCPs
Explore our marketplace of designers, PMs, and engineers. Filter by expertise, search by skill, and find the right patterns for your AI.
Route Your AI Through Real Expertise
NestWise connects your coding agents to MCPs built by designers, PMs, and engineers. Their expertise becomes your AI's output. Ready to build with expert judgment?