Why this, why now
If you're working with an AI agent day to day — and if you're reading this, you probably are — you've felt the friction of re-explaining yourself every session. Copy-pasting a CV into a chat window. Re-typing your work history because the agent has no memory of it from last time. That's not a small inconvenience; it's the same problem this whole product exists to solve, just showing up in a new place.
Software that only exposes itself through a human-facing website is already behind. Yes, an API matters — one is coming. But for something as personal and reusable as your own career data, MCP (the Model Context Protocol) matters more directly: it's the difference between an agent that can actually use what you've built here, and one that can only watch you use it.
What's live today
Smart CV Writer has a real MCP server now. Not a demo, not a stub — a working, spec-compliant connection your agent can use right now.
And it's free — on every plan, including Free. Connecting your agent isn't gated behind a subscription. Reading your own data doesn't cost us anything meaningful to give away, and putting a paywall on the connection itself never made sense. Whatever plan you're on, your agent can connect today.
What your agent can actually do
This first release is read-only, and deliberately so — reading your data doesn't require your agent to make any judgment calls, while writing to it should. Once connected, your agent can read:
- Your full profile — personalia, contact details, summary, languages, links
- Every work experience entry, full text, not a summary
- Skills, education, certifications, interests, referees
- Every source you've ever imported or recorded
- Every Fit Check evaluation — job postings you've matched against your data, with the rating and gap advice
That's the same data you'd see anywhere else in the product, available to whatever agent you're already working with, without you having to paste any of it in by hand.
What's next
Read access is phase one. The next release adds write access — your agent adding a new source, evaluating a job posting on your behalf, not just reading what's already there. And separately, a plain REST API for non-agent integrations is on the roadmap too.
Try it
The connection is spec-compliant, so most agents can take it from there automatically once pointed at it. You'll see a real consent screen, on our own domain, showing exactly what's connecting before anything is granted. Full details, including the exact connection URL: Agent MCP.