Crosswalk

An AI-native career copilot that lives inside your AI, not on a website. Local-first. Zero API keys. Bring your own model.

Crosswalk is an MCP server. Install it once into Claude Desktop (or any MCP host that supports sampling). Your AI gains 6 tools to find roles, score fit, and tailor applications — using the model you already pay for.

Quick start

npx crosswalk-mcp install

Restart Claude Desktop. Then say:

"Set up my profile: I'm a PM with 2 years at Acme, want NYC or remote, looking at AI infra." "Add my resume from ~/Documents/resume.pdf, label it 'Generic PM'." "Find PM roles at H-1B sponsors with 0.8+ confidence." "Why am I a fit for the Stripe Payments PM role?"

What it does (M1)

Why it's different

1. Zero API keys. All AI work runs through MCP sampling — calling back into your AI client's model. No keys in this repo, no AI bill on us, no rate limits beyond yours.

2. Local-first. Profile, resumes, and job cache live in ~/.crosswalk/state.db. Your data never leaves your machine.

3. Open Job Graph. The company → ATS registry is a checked-in, MIT-licensed JSON dataset. Add your favorite companies via PR.

Roadmap

See docs/superpowers/specs/2026-04-30-crosswalk-design.md for the full spec.

Development

npm install
npm test           # run vitest
npm run dev        # run the MCP server over stdio
npm run build      # bundle dist/server.js + dist/cli.js

License

MIT.