Your AI Job Agent — With a Hard Spend Cap
Connect Resumly to Cursor, Claude Code, or VS Code and just say it: “refresh my searches, tailor my resume for the top match, and apply.” Hosted Claude and ChatGPT remain unavailable until Resumly's OAuth rollout is activated and verified.
https://mcp.resumly.ai/mcpDownload the test-drive notebook — the same key works here; every priced call is commented out by default.
Refresh my searches, tailor my resume for the top match, and apply.
Ran your 3 saved searches ($0.15 total). Best new match: Senior Data Engineer at Northwind — 92% match, posted 2 hours ago. Tailoring your resume now ($0.25)…
Resume tailored. Ready to apply — submitting costs $0.50, billed only if the application is confirmed submitted. Shall I go ahead?
Yes, apply.
Application submitted and confirmed ✅ Total spent: $0.90. Remaining balance: $4.10.
Connected in Under a Minute
No SDK code required. Create a key, add one authenticated MCP entry, and start talking from a supported client.
Create Your API Key
In the Resumly app, open Settings → API and generate a key. Any plan works — including Free. Your first key includes a one-time $5 trial credit.
# app.resumly.ai → Settings → APIChoose a Header-Capable Client
Connect today from Cursor, Claude Code, VS Code, or another MCP client that supports custom HTTP headers. Hosted Claude and ChatGPT require a separate OAuth rollout.
https://mcp.resumly.ai/mcpJust Talk
Ask in plain English: refresh searches, tailor resumes, research companies, prep for interviews, apply. Your assistant does the clicking.
"Tailor my resume for the top match"Connect Your Assistant
Cursor, Claude Code, and VS Code work today with API-key headers. Hosted Claude and ChatGPT are shown below with their exact OAuth prerequisites instead of setup steps that cannot work yet.
Connect Cursor
- Open (or create) ~/.cursor/mcp.json — or use Cursor Settings → MCP → Add new server.
- Add the resumly entry below with your API key.
- Restart Cursor; the Resumly tools appear in the agent's tool list.
{
"mcpServers": {
"resumly": {
"url": "https://mcp.resumly.ai/mcp",
"headers": {
"Authorization": "Bearer rly_..."
}
}
}
}An Agent You Can Leave Unattended
Handing an AI your job search shouldn't mean handing it a blank check. Every guardrail is enforced server-side — not by the assistant's good manners.
Prices Announced Per Action
Every tool tells your assistant what it costs before it runs — $0.05 to refresh a search, $0.25 to tailor a resume, $0.50 to submit an application. No hidden charges, ever.
Two-Step Apply Confirmation
Applications are never one-shot. The server requires an explicit confirmation step before any application is submitted — your assistant has to ask you first.
Failures Are Never Billed
You pay per successful operation only. A submitted application ($0.50) is billed only when the submission is confirmed. Anything that fails costs nothing.
Your Balance Is the Hard Cap
Billing is prepaid. Your AI can never overspend your balance — when it hits zero, priced operations stop and free reads keep working. Top up only when you choose to.
Reads Are Free. Actions Are Cents.
Per successful operation, from your prepaid balance. Failed operations are never billed, and your first key includes a $5 trial credit.
| Operation | Price |
|---|---|
| Refresh jobs (run a search) | $0.05 |
| Import a job | $0.05 |
| Parse base resume | $0.05 |
| Tailored resume | $0.25 |
| Cover letter | $0.10 |
| PDF export | $0.02 |
| Submitted applicationBilled only when the application is confirmed submitted | $0.50 |
| Company research | $0.25 |
| Interview questions | $0.10 |
| Interview answer feedback | $0.05 |
| Resume rewrite | $0.50 |
| Translate | $0.10 |
Free with your key: matched-jobs board with match scores, salary, and applicability · saved-search crud, supply check, and plain-english query builder · applications tracker · classified employer inbox and replies · autopilot controls · docx downloads · balance and usage ledger.
Put Your Job Search on Autopilot — in Your Own Words
Create a key, connect Cursor, Claude Code, or VS Code, and ask for your first tailored resume. Your $5 trial credit covers it.
MCP FAQ
Common questions about supported MCP clients and the OAuth rollout required for hosted Claude and ChatGPT.
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