Worklittle - Job search API and MCP on Worklittle | Research blog
Search millions of real jobs, see what is nearby, check salary averages, and apply from the Worklittle API, MCP, or the Jobs app in ChatGPT, Claude, VS Code, and your own products.
Worklittle has a Jobs API and MCP for job search, with the same openings you swipe on the website, the same places on the map, and the same Apply with AI. You can use it in ChatGPT, Claude, VS Code, or an app you build yourself.
This is for people who want jobs inside the tools they already use, and for developers and builders who want real openings in their own products.
The Jobs API lives at api.worklittle.com, and MCP lives at mcp.worklittle.com. You get one account, one key, and two ways in.
Ask for nurse jobs near you, or remote product design. Filter by company, pay, workplace type, or how recently it was posted, then open the full posting when you want the real description. MCP uses the same search, so you talk in normal language and the assistant calls the tools.
Every job has a real location attached, a place you can put on a map, not a slogan. That is rare. Most job APIs only match the words “Los Angeles, CA”, then miss Pasadena, Glendale, Long Beach, and the rest of the metro.
Worklittle lets you search what is nearest to you. Say “jobs near me” or “warehouse work around Austin”, and MCP can turn that into a nearby search instead of a hardcoded city string. Suburbs and neighboring towns count, so you are not stuck copying one official city name from a dropdown.
The same locations power Maps on your phone and laptop. API, MCP, and the website share the same jobs.
Search is not only a list of cards. You can ask for salary averages for a title, with filters for country, remote work, or company. That helps a student read an offer, and it helps developers and builders show pay ranges without guessing.
You also get a market overview of how many jobs are open and what is hiring. Listings stay current because we pull from real employer boards all day.
You can also apply through the API and MCP. Upload a resume once, then start Apply with AI on a job that supports it. Worklittle opens the employer’s real form, fills it, and sends it. You can watch it in chat if you want.
Apply with AI can complete captcha and verification steps for you, with no human in the loop. That is the same Apply with AI people use on Jobs . See Apply for jobs in the docs.
Worklittle ships a Jobs MCP app you can add in ChatGPT, Claude, VS Code, and other assistants. Swipe jobs, open Maps, save what you like, and tap Apply. It is the same deck as worklittle.com, inside the chat or editor you already live in.
Developers and builders can also connect MCP to their own applications. Cursor, Claude Desktop, and many other clients work. Setup is in the Jobs MCP guide . REST, TypeScript, Python, and the CLI are there if you would rather write code than chat, and one key still covers all of it.
Every industry is in the mix, including healthcare, retail, hospitality, logistics, finance, education, government, manufacturing, and tech. Fortune 500 names sit next to clinics, stores, warehouses, and local teams. Walmart, Amazon, Apple, Google, Microsoft, JPMorgan Chase, Bank of America, UnitedHealth Group, ExxonMobil, Costco, Home Depot, Target, Starbucks, and FedEx are all here, so you are not locked into one kind of employer.
The same catalog shows up in ChatGPT, Claude, VS Code, and products you ship. Developers and builders can rely on it during the day, not only in a demo.
People can open worklittle.com/jobs and swipe. Developers and builders can create a key on API keys , then follow Jobs overview or the MCP guide .
From there you can search, see what is nearby, check pay, and apply. The jobs are the same everywhere, whether you use the Worklittle Jobs API or MCP.
