For AI assistants
Use the board from Claude and ChatGPT.
Connect
The server address is:
https://waitwhatdoyoudo.com/api/mcp
It is free, needs no account or key, and only reads public job data.
- Claude
- In Settings, open Connectors, choose Add custom connector and paste the address.
- ChatGPT
- Turn on developer mode in ChatGPT's settings, then create a connector with the address and no authentication.
- Other MCP clients
- Point the client at the address over streamable HTTP.
Things to ask
- “Find remote analytics engineer jobs that use dbt”
- “Is that data engineer role still listed, and since when?”
- “How is Datadog hiring for data roles right now?”
- “What kinds of data roles do you classify?”
Assistants that support MCP Apps, such as Claude and ChatGPT, show results as cards you can page through. A card links to the job or employer page here, which is where you apply.
Tools
Every tool is read-only.
- Search jobs
search_jobs - Search open data and AI job postings. All filters combine (AND). Results are newest first, with our first-recorded date and listing status for each.
- Get job
get_job - One posting's details: our record of when we first saw it and whether it is still listed, pay and working pattern where the posting states them, responsibilities, the description, and the apply link.
- Get company
get_company - An employer's open data and AI roles plus its hiring record: how many roles are open, how many we first saw in the last 30 days, the median days open, and the mix by role category.
- List role categories
list_categories - The role categories we classify data jobs into, by what the job actually involves rather than its title.
With your account
These tools read your own preferences, matches, watched searches and applications. The first time one is used, your assistant sends you here to sign in and allow it. You can disconnect it at any time from your profile. It never sees your contact details, resume, demographic answers or work authorisation.
- Get my job preferences
get_profile_summary - The signed-in seeker's job preferences: role categories, tools, work setting, locations and work to avoid. Contact details, demographic answers and the resume are never included.
- Match jobs to me
match_jobs - Open data and AI jobs ranked against the signed-in seeker's preferences, with the reasons each one fits and anything to check.
- List my updates
list_updates - What changed in the last 14 days in the signed-in seeker's watched searches and saved jobs: new postings, postings that closed or went missing, and reposts. Also lists the watched searches and whether each sends email.
- List my applications
list_applications - The signed-in seeker's applications board: saved jobs, and tracked applications with their stage, next step and follow-up date.
What it won't do
It never applies to a job or sends anything to an employer; applying happens on this site. It covers data and AI roles only. Dates are our own observation of each posting, as explained in how we count.
Privacy and support
The server keeps no record of your questions, and we never see your conversation; your assistant sends only the search or lookup it wants to run. Our terms and privacy policy cover the rest. Privacy questions go to privacy@waitwhatdoyoudo.com; anything that looks wrong in the results goes to corrections@waitwhatdoyoudo.com.