traitprint 0.6.0

A structured career profile that AI tools can query. Local-first vault with MCP server.

Traitprint

A structured career profile that AI tools can query.

Your resume is a lossy snapshot. Your Traitprint is a live, queryable record of your skills, experience, stories, and philosophy — kept on your laptop, shared on your terms.

Traitprint ships as two products:

• Traitprint Local (pip install traitprint) — a local-first vault and MCP server. Zero accounts, zero network calls, MIT-licensed.
• Traitprint Cloud (pip install 'traitprint[cloud]') — opt-in cloud sync on top of Local: a public profile at traitprint.com/profile/you, a hosted MCP endpoint, and cross-device sync.

Traitprint Local

pip install traitprint
traitprint init
traitprint mcp-serve

Point Claude Desktop (or any MCP client) at traitprint mcp-serve and any AI assistant you use can answer questions about your career: which projects used Postgres, what your management philosophy is, the story behind a job change. No account. No cloud. No vendor lock-in. Your vault is a file on your machine.

A fresh pip install traitprint ships with no networking dependency — httpx is not even installed. The base CLI cannot make a network request.

Traitprint Cloud (opt-in)

When you want a public profile, job matching, or a chat-ready twin that recruiters can talk to, install the cloud extras:

pip install 'traitprint[cloud]'
traitprint login
traitprint push

…and you're live at traitprint.com/profile/you. Without the [cloud] extras, traitprint login / logout / push / pull print:

Error: Cloud sync requires: pip install traitprint[cloud]

Who it's for

Traitprint is useful if you want your career data to be structured, portable, and queryable — not locked inside a PDF or a recruiter platform. Three concrete examples:

🎯 The job seeker

"I'm tired of rewriting my resume for every application, and I want recruiters who use AI tools to actually find me."

Build your vault once with traitprint init and vault add-*. Run traitprint push to publish a profile at traitprint.com/profile/you. Recruiters' agents query your structured profile directly — skills, dates, stories — instead of guessing from keyword-matched PDFs.

🧑‍💻 The developer using Claude Desktop / Cursor / any MCP client

"I want my AI assistant to know my actual stack, projects, and decisions — not generic advice."

Run traitprint mcp-serve and add it to your MCP client config. Your assistant can now call search_skills, find_story, and get_philosophy to ground its suggestions in your real history. Ask "draft a cover letter for this role" and it pulls from the vault, not a hallucinated resume.

🧭 The career coach

"I work with a dozen clients and I need their career data structured the same way so I can compare, advise, and produce portfolios."

Use traitprint import-resume (BYOK LLM) to pull each client's resume into a structured vault. Edit, version, and export polished portfolios. Same schema for every client means coaching workflows compose instead of starting from scratch each time.

What's in the box

• Local vault — versioned, SQL-queryable storage on your laptop.
• MCP server (stdio) — get_profile_summary, search_skills, find_story, get_philosophy.
• CLI — traitprint init, traitprint vault add-skill, add-experience, add-story, add-philosophy, add-education, remove, history, diff, rollback, export, import-resume.
• Resume import with BYOK LLM (Anthropic, OpenAI, Ollama, OpenRouter) — install with pip install 'traitprint[import]'.
• Optional cloud sync — login, logout, push, pull. Install with pip install 'traitprint[cloud]'.

Local vs Cloud

Traitprint is local-first. Everything below runs on your laptop with no account, no network calls, and no paywall.

Capability	Free forever, no account	Requires traitprint.com account
Create + edit your vault (init, vault add-*, remove)	✅	—
Version history, diff, rollback	✅	—
MCP server for Claude Desktop / any MCP client (stdio)	✅	—
Resume import via BYOK LLM (Anthropic, OpenAI, Ollama, OpenRouter)	✅	—
SQL-queryable Dolt-backed storage	✅	—
MIT-licensed source, fork and self-host	✅	—
Public profile at traitprint.com/profile/you	—	✅
Hosted MCP endpoint reachable by recruiter agents	—	✅
Job matching against a shared job index	—	✅
Digital-twin chat	—	✅
Cross-device sync	—	✅

A fresh install never talks to traitprint.com. Cloud features are opt-in via traitprint login and traitprint push.

Full details and migration guide: docs/why-local.md

Privacy commitment (what leaves your machine on push, what we store, what we don't do, how to delete everything): docs/privacy.md

License

MIT