Connect OneResume to your AI.
Plug your profile, applications, and job search into Claude, Cursor, or any MCP-capable LLM. Your model writes the resume. We provide the context.
Pro and Pro-Plus only. Mint a token, paste it in your LLM client's MCP config, done.
What is MCP?
The standard protocol that lets your LLM see your stuff.
The Model Context Protocol is an open standard for connecting LLMs to data and tools. Claude Desktop, Cursor, Windsurf, and ChatGPT all support it natively.
Without MCP, your AI sees a blank slate every time. With MCP, your AI sees your master profile, your saved preferences, your applications, and can search live jobs and write tailored resumes in your account — all without you copy-pasting context into the chat.
The writing happens in your LLM — Claude, GPT, Gemini, whichever. OneResume is the context layer. That means our tuned tailoring prompts run inside your model of choice, and the result lands back in your OneResume tracker for PDF export.
What your AI can do, once connected
13 tools. 3 prompts. All scoped to your account.
search_jobs
Search 6 providers, filtered by your saved preferences. Ranked by match score + Career Fit.
score_match
0–100 match analysis for any job. Strengths, gaps, and actionable advice.
get_tailoring_context
Your profile + the JD + our tuned tailoring prompts. Your LLM writes the resume — free for you.
save_application
Push the tailored result back to your OneResume tracker. PDF export and humanize pass keep working.
Plus get_profile, get_preferences, set_preferences, list_applications, get_application, scrape_job_url, tailor_resume_with_oneresume, improve_bullet, interview_prep.
How to set up
Three steps. Under a minute.
- 1
Subscribe to Pro
MCP access is a paid feature. Pro plans start at $19/mo.
- 2
Mint a token
Go to Settings → Connections, click New Token, label it (e.g. “Claude Desktop on laptop”), copy the raw value. You only see it once.
- 3
Paste into your LLM client
Each client's install snippet is on the Connections page with your token pre-filled. Or follow the per-client docs below.
Supported clients
Claude Desktop
Works today (via JSON config)
Cursor
Works today (in-app MCP settings)
Windsurf
Works today (via JSON config)
ChatGPT
Coming soon (OAuth in progress)
Detailed install guides live in docs/mcp/ in the OneResume repo and at the Connections page snippets.
Tokens are real credentials.
Each MCP token grants full access to your OneResume account. We store them hashed (SHA-256, constant-time comparison) — never in plaintext. Revoke any token at any time from the Connections page; revoked tokens stop working immediately.
Treat your tokens like passwords. Don't paste them in public channels. Revoke if a laptop is lost.
Ready to plug in?
Upgrade to Pro, mint a token, paste it in your favorite LLM client. Your AI sees your full profile in seconds.
See Pro pricing