What it looks like in practice
Real questions you can ask your AI once JobLyst is connected.
Claude
- 94
Staff Engineer · Contentful
Remote-friendly · €110–130k · Visa sponsorship: yes
Strong overlap on React, TypeScript, and distributed systems.
- 88
Senior Frontend Engineer · Pitch
Hybrid, Berlin · €85–100k
- 82
Lead Engineer · Tier Mobility
Hybrid · €90–110k
Set up in under two minutes
No code, no OAuth flow, no waiting for approval.
Get your API key
Go to your JobLyst account page and generate a personal API key under "LLM Access". Takes 5 seconds.
Add JobLyst to your AI
Drop a one-line config into Claude Desktop, Cursor, or any MCP-compatible tool. Copy-paste — no code required.
Ask anything
Your AI can now search Berlin jobs, surface your matches, and give you full job details in plain language.
Four tools, one conversation
The AI picks the right tool automatically based on what you ask.
Personalised matches
Ask "what are my best matches today?" and get scored results based on your CV and preferences — the same algorithm that powers the daily digest email.
Conversational search
Filter by role, seniority, work mode, salary, or any combination. No dropdowns — just plain English.
Job deep-dives
Pull full job details, plain-text descriptions, salary ranges, visa info, and company profiles without leaving your AI chat.
Profile context
Your AI knows your skills, seniority, and preferences. Ask it to explain why a role is or isn't a good fit for you.
One config block, any client
Get your key from your account page, then add this to your AI client's config file.
{
"mcpServers": {
"joblyst": {
"url": "https://hyilnfdqgvhydjhjqznu.supabase.co/functions/v1/mcp?api_key=YOUR_KEY"
}
}
}Replace YOUR_KEY with the UUID from your account → LLM Access.
Read-only access
The key cannot modify your account or see other users' data.
Revoke any time
Regenerate your key from your account page in one click.
No rate limits for now
Use it as often as you like while we're in beta.
Frequently asked questions
What is MCP?
MCP (Model Context Protocol) is an open standard that lets AI assistants like Claude connect to external tools and data sources. Think of it like a plugin system — your AI can call JobLyst to fetch jobs, score matches, or look up a company, all within a normal conversation.
Does this work with ChatGPT?
Yes. The ChatGPT desktop app (macOS) added MCP support in early 2025. The setup is identical — same server URL, same API key format. It also works with Cursor, VS Code (Continue), and any tool that supports the MCP Streamable HTTP transport.
Do I need a paid plan?
No. MCP access is available to all JobLyst users with a complete profile. All you need is a free account and a CV upload (or a manually set-up profile).
Is my data safe?
Your API key is read-only — it can only fetch jobs and your own profile data. It cannot modify your account, send emails, or access any other user's data. You can revoke and regenerate your key at any time from your account page.
What can the AI see?
The AI can see: all active Berlin/Remote-Germany jobs (same as the website), your profile summary (role preferences, skills, seniority), and your personalised match scores. It cannot see your email address, payment info, or any data from other users.
Why are my matches different from the website?
They shouldn't be — the MCP server uses the exact same scoring algorithm as the website and daily digest email. If you notice a discrepancy, make sure your profile is up to date and try regenerating your API key.