Company Jobs Finder in Cursor

Questions it answers

Ask about open jobs at the companies you care about and get the current list straight from their public careers boards.

Ask "what jobs is Stripe hiring for?", "is Notion hiring designers?", "remote backend jobs at Ramp, Linear and Supabase" or "which Spotify jobs list a salary?".

Company Jobs Finder reads the public job boards that companies publish on Greenhouse, Lever, Ashby, Workable and SmartRecruiters.

It can narrow the list by keyword, location, remote work, department, posting date and posted salary, and it links each job to its application page.

It looks up companies by name, up to five at a time. Companies whose careers pages run on other systems are reported as not found.

It can also help you pick and pitch for the right ones. Give it the kind of role you want, your recent titles, level, years, skills and where you would work, and it ranks the open jobs at up to three companies by how well their titles, level, skills and location match, with the reasons and the gaps for each. For one job it lists the must-haves, nice-to-haves, level signals and stated hiring process, plus a checklist for tailoring your resume to it, based on general recruiter practice.

You can also check your own profile text against the words recruiters search for. Paste your headline and About section, name the roles you want or one job, and it shows which typical title, skill and tool terms your text has and lacks, an example search string, and tips for writing the headline and About section as a career story. It never reads LinkedIn or any site: you paste the text.

The ranking is a rule-based match against the public postings, not a prediction of whether you will be hired. It never writes your resume: your assistant does that from the facts it returns.

It stores nothing about you: answers about jobs are cached for up to two hours, what you tell it about yourself is used only while it answers and is never cached or kept, and the only lasting record is a daily count of calls per tool.

Short questions this server answers, each with a direct answer: Open Jobs at Named Companies: Remote, Salary and Fit.

What it can do

• Lists the open jobs at a named company from its public careers board
• Narrows jobs by keyword, location, remote work, department and posting date
• Shows only jobs that publish a salary when asked
• Compares openings at up to five companies in one answer
• Links every job to its application page
• Ranks open jobs for a profile by title, level, skills and location, with reasons and gaps
• Shows a job's must-haves, level signals and stated process, with a resume tailoring checklist
• Checks pasted profile text for the title, skill and tool words recruiters search, with an example search string

Tools

• find_company_jobs, Find company jobs and careers. Best for: open jobs at named companies, such as "jobs at Stripe", "is Notion hiring designers?" or "remote backend jobs at Ramp and Linear". Covers careers pages on Greenhouse, Lever, Ashby, Workable and SmartRecruiters; other companies come back as not_found. Returns: per company, each job's title, locations, workplace type, salary when published, posting date, a short summary and the applyUrl. Call this first when you need a job's exact title or applyUrl for the other tools. Input tips: send companies as the user says them or as careers page links, 1 to 5, such as {"companies": ["Stripe"], "keyword": "designer"}. Optional filters: keyword, location, remote, department, postedSince (YYYY-MM-DD), withSalary. Not for: looking up people at a company, applying to a job, or companies on other systems (point the user to the company's own careers page).
• rank_jobs_for_profile, Rank company jobs for profile. Best for: which open jobs at up to 3 companies suit the user, such as "which jobs at Ramp fit a senior backend engineer with 7 years of Go?". Returns: jobs ranked best first, each with a score, a fit of strong, possible or weak, a levelFit verdict (match, step_up, stretch, step_down), whyFit reasons, gaps and the applyUrl, plus one boards entry per company. Input tips: send companies and targetTitles, such as {"companies": ["Ramp"], "targetTitles": ["Backend Engineer"]}. Add recentTitles, level, yearsExperience, skills, locations and openToRemote only when the user gave them; never guess. Not for: listing every job at a company (use find_company_jobs) or the facts of one known job (use job_fit_brief).
• job_fit_brief, Brief on one job and tailor resume. Best for: the facts of one posting, such as "what does the senior backend job at Stripe require?" or "how should I tailor my resume for this role?". It reads the posting only, never the user's own text. Returns: must-haves, nice-to-haves, the level and the words that signal it, terms to mirror, years asked, location, the process and referral facts the posting states, and a short resume tailoring checklist. If the job is not found, it returns job_not_found with the closest open titles. Input tips: send company and job, such as {"company": "Stripe", "job": "Senior Backend Engineer"}. The job is the applyUrl or exact title; call find_company_jobs first if you do not know either. Not for: checking the user's own profile or resume text against a job (use profile_keyword_check).
• profile_keyword_check, Check recruiter and LinkedIn profile keywords. Best for: LinkedIn profile and resume keywords recruiters search. Checks the user's own pasted headline, About or resume text, such as "does my profile have the right keywords for backend jobs?" or "what words am I missing for this job?". Returns: per role, the title, skill, tool and seniority words present or missing, an example boolean search string and whether the text matches it, and tips for the headline and About section. Input tips: send profileText (headline on the first line) plus targetTitles OR company and job, never both, such as {"profileText": "...", "targetTitles": ["Senior Backend Engineer"]}. For a job you do not know exactly, call find_company_jobs first for its applyUrl. Not for: reading a LinkedIn link or any site (ask the user to paste the text) or the facts of a job alone (use job_fit_brief).

Add Company Jobs Finder in Cursor

Cursor reads MCP servers from mcp.json. A project file at .cursor/mcp.json applies to that project. A user file at ~/.cursor/mcp.json applies everywhere. These steps were checked against the Cursor MCP docs on 2026-10-01. Streamable HTTP is the transport: a url, not a shell command.

Create or edit the file so it contains this server. Merge it with servers you already have. Do not replace the whole file if other servers are listed.

{
  "mcpServers": {
    "company-jobs": {
      "url": "https://jobs.openkrill.app/mcp"
    }
  }
}

No headers and no auth block. Those are for servers that require a token or a pre-registered OAuth client. Company Jobs Finder answers without either. Saving the file is the install. Open Cursor Settings, then MCP, and confirm Company Jobs Finder is enabled. If it stays disconnected, reload the window. You should see find_company_jobs, rank_jobs_for_profile, job_fit_brief, profile_keyword_check.

In Agent chat, ask: What jobs is Stripe hiring for right now? Cursor calls the tool over streamable HTTP and shows the arguments before it runs them, depending on your run mode. Approve the call the first time and read the result. The server is public and read-only. It does not see your repository unless the model puts repository text into the arguments, so do not paste secrets into the question.

A one-click Marketplace install does not exist for this server. The JSON above is the whole setup. Team admins can distribute the same url through a team marketplace, but that is an admin step, not something this page can do for you. OAuth redirect URLs in the Cursor docs matter only for servers that require sign-in. Skip them here.

If it does not work

A call checked on 2026-10-17

Stripe publishes on a public Greenhouse board, which is one of the five boards this plugin reads. The request below was posted to https://jobs.openkrill.app/mcp as tools/call. HTTP 200. Source: the Company Jobs Finder server, read 2026-10-17.

{
  "method": "tools/call",
  "params": {
    "name": "find_company_jobs",
    "arguments": {
      "companies": [
        "Stripe"
      ],
      "limit": 2
    }
  }
}

• companies. 1 returned
• companies status. ok

Repeat the call yourself if you need a newer reading. Cached answers expire. A rate limit is not a result: wait and try again. Nothing in the call is a ranking, a filing, or advice.

Using it in production

Nothing to install and nothing to run: no package, no Python or Node.js version and no environment variable. Company Jobs Finder runs on our servers, and your client only needs the URL https://jobs.openkrill.app/mcp.

Use it in other apps

• Company Jobs Finder in ChatGPT
• Company Jobs Finder in Claude
• Company Jobs Finder in VS Code
• Company Jobs Finder in Pi

Roles that use Company Jobs Finder

• Job seeker guide
• Recruiter guide

Frequently asked questions

Words on this page

• MCP (Model Context Protocol) definition
• Streamable HTTP transport definition
• Tool primitive definition
• Rate limit policy definition

Source: plugin listing for company-jobs in this repository, and a live tools/call on 2026-10-17. As of 2026-10-17.