AI-native jobs,
inside your agent.
Connect any MCP client to live AI-native job search, application forms, and interview prep — with one URL.
Live agent demo · click a client to switch
Connect in seconds
One URL. No install. No keys to start.
Drop it into any MCP client. Anonymous gets 20 free requests; a token unlocks unmetered, personalized results.
{
"mcpServers": {
"landed": {
"url": "https://mcp.landed.jobs/mcp"
}
}
}- 1 URL
- to connect
- 20
- free requests
- 3 min
- to first result
Perfect for
Built for agents and the people who build them
Agent builders
Give your agent live AI-native job search, application forms, and interview prep on demand.
Claude Code & Cursor users
Search roles, prep applications, and pull learning content without leaving your editor.
Career-copilot developers
Build on a real, ranked AI-native job index instead of scraping stale boards yourself.
Job-seekers who live in AI
Point your own agent at the market — search, prepare, and learn in one loop.
Add the URL
Drop the server URL into your MCP client config. No account, no keys to start.
Try it free
Every anonymous connection gets 20 job-units — enough to search and prep for real.
Go unmetered
Sign up, mint an API token in Settings, and paste it in for unmetered, personalized results.
The tools
Three tools, one connection
Read-and-prepare only — no writes, no surprises. Learning is always free.
search_jobsSearch live AI-native roles
Query by role, location, remote, and seniority. Returns ranked jobs with a fit label, a one-line why, and the apply URL — personalized once you connect a token.
get_job_formPrepare the application
Pull a job’s application form — standard, screening, and EEO fields — so your agent can pre-draft answers before you ever open the ATS.
get_learning_contentPull interview prep & projects
Fetch interview questions, portfolio projects, and roadmaps from the open-source landedjobs library, filtered by topic, role, or category.
Why not just scrape?
Landed MCP vs the alternatives
| Feature | Landed MCP | Copy-paste boards | Generic scraper |
|---|---|---|---|
| AI-native, ranked by fit | Yes | — | — |
| Application forms to pre-fill | Yes | — | — |
| Interview prep & projects | Yes | — | — |
| Personalized (with token) | Yes | — | — |
| One URL, no infra to run | Yes | n/a | Needs setup |
| Free to start | Yes | Yes | Varies |
Works with
MCP server FAQ
What is the Landed MCP server?
A public Model Context Protocol server that gives any AI agent access to live AI-native job search, application forms, and interview-prep content — with a single URL.
Do I need an account to use it?
No. Any anonymous connection gets a 20 job-unit budget to try it for real. When that runs out, sign up and paste an API token to continue unmetered.
How do I get unmetered, personalized access?
Create a free Landed account, mint an API token in Settings, and add it as an Authorization: Bearer header in your MCP client config. Token’d requests are unmetered and ranked against your profile.
Which clients work?
Any MCP-compatible client — Claude Desktop, Claude Code, Cursor, Windsurf, and others. It speaks Streamable HTTP, so a URL is all you need.
What does it cost?
Learning content is always free. Job search and application forms draw from your budget when anonymous, and are unmetered with a token.
What data does it use?
The same live AI-native job index, application forms, and open-source learning library that power the rest of Landed.
Bring AI-native jobs into your agent
Add one URL to your MCP client and start free — 20 requests, no account. Paste a token when you want unmetered, personalized results.