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Kairo is live: free and open source.Why I built it
Kairo

Your job search partner inside Claude

Stop applying everywhere. Apply where you fit.

Kairo works inside Claude. Paste a job and see if it's worth your time. Get a CV built only from your real experience. Track every application on your own dashboard.

Free · Open source · No credit card · You always apply yourself

Job check · 09 NovExample
Fit score 78 out of 100

Tulip Commerce B.V.

Product Manager, Merchant Checkout

Fintech · Amsterdam · Hybrid

Apply
  • They ask for 5+ years in product. You have 9.
  • Checkout is the job. You rebuilt one at Kestrel Payments.
  • Visa: Tulip is a recognised sponsor (IND register).

Next Say “make the pack”

  • Works in Claude

    Web and desktop

  • Never invents experience

    Every fact is checked

  • Never applies for you

    You stay in control

  • 9 country CV formats4

    India and abroad

Why Kairo

More applications made job hunting worse.

291

applications for every hire, up from about 100 in early 2021.

Ashby, via Axios · Aug 20261

53%

of job seekers were ghosted in 2026, a three-year high.

Entrepreneur · Apr 20262

82%

worry that algorithms reject their CV.

TopResume 2026 Job Seeker Trends3

Sending more isn't the answer. Sending the right ones is.

How it works

From job post to offer, in four steps.

  1. 01

    Set up once.

    Upload your CV and answer up to 10 short questions. Kairo saves your facts, so you never repeat yourself.

    Example
    Your factsSaved 09 Nov

    Priya Sharma Pune, India

    Experience
    9 years in product
    Proven in
    Payments · Checkout · B2B SaaS
    Looking for
    Product Manager · India, Netherlands, UAE
    Languages
    English C1 · Hindi · Marathi · German A2
    Salary
    Private. Stays in your Claude
  2. 02

    Check a job.

    Paste a link or the job text. Get a fit score, Apply / Maybe / Skip, red flags and a visa check.

    Example

    Check this job: tulipcommerce.example/jobs/pm-checkout

    Fit score 78 out of 100

    Product Manager, Merchant Checkout

    Tulip Commerce B.V. · Amsterdam

    Apply
    Red flags
    None
    Visa
    Yes · IND recognised sponsor, checked 09 Nov
    Salary
    Above your minimum
  3. 03

    Make the pack.

    A tailored CV (PDF), a cover letter and form answers. Every line is checked against your facts before you see it.

    Example
    Apply pack · Tulip Commerce10 Nov
    • Priya_Sharma_CV_Tulip_Commerce.pdfCV · Netherlands format · 2 pages Checked
    • Priya_Sharma_Cover_Letter_Tulip_Commerce.pdfCover letter · 1 page Checked
    • Form answersNotice period · Visa · Why Tulip Checked
  4. 04

    Track to offer.

    Say “applied” or “got an interview”. Your dashboard updates by itself, with dates.

    Example

    got an interview at Tulip

    Saved. Tulip Commerce is now Interview

    1. 18 NovInterview
    2. 11 NovApplied
    3. 10 NovReady
    4. 09 NovChecked

Fit check

Know before you apply.

Kairo reads the job the way a recruiter would: years asked, must-have skills, location, language, salary and sponsorship. Then it tells you straight.

Example
Years5+ asked · you have 9
Must-havesPayments, checkout, B2B
LocationAmsterdam · open to move
Apply
LanguageEnglish · Dutch a plus
SalaryAbove your minimum
SponsorshipIND recognised sponsor

Sample · Tulip Commerce B.V. · Product Manager · Amsterdam · 78

Want to try anyway? Say “apply anyway”. It's your call.

Truth check

Your CV. Never a fiction.

AI tools love to “improve” your CV with numbers you never had. Kairo checks every number, company, title and date against your own facts. If it can't prove it, it won't write it.

Example

CV draft · Tulip Commerce · Priya Sharma

Senior Product Manager · Kestrel Payments

04/2022 – Present · Pune, India

  • Cut checkout drop-off from 38% to 24% by moving to a 2-step UPI and card flow.
  • Rebuilt the merchant checkout; payment success rose from 91% to 98%96%.
  • Launched a subscription billing product for 1,200 SMB merchants in 5 months.

Every numberEvery titleEvery dateChecked

India + abroad

Built in India. Ready for abroad.

Kairo knows that a CV for Pune isn't a CV for Amsterdam. It switches format by country, checks whether the company can sponsor your visa, and compares the salary with the visa minimum.

CodeCountryOn the CV

  • INIndiaNo photo or personal details
  • NLNetherlandsShort, factual, relocation line
  • DEGermanyCEFR level for every language
  • IEIreland2 pages is normal
  • AEUAEVisa line on the CV
  • PLPolandGDPR consent clause
  • FRFrance1 page under 10 years
  • SGSingaporeEmployment Pass line
  • UKUnited KingdomRight-to-work line
Example

PuneAmsterdam

Netherlands

Tulip Commerce B.V. · Product Manager

Sponsor
Yes (public register)
Salary
Above visa minimum
CV format
Netherlands

Visa rules change — Kairo says “not verified” when it isn't sure

Dashboard

Every application. One calm place.

Jobs you checked, where you applied, who replied and what's next. Change a status, filter by country, download everything as CSV.

kairo.rohansurve.in/appExample
Country | All Status 6 jobs
Company Country Fit Status Updated
Tulip Commerce B.V.Product Manager, Merchant Checkout NL 78 Interview 18 Nov
Nirvana LedgerProduct Manager, Merchant Payments IN 74 Replied 16 Nov
Falcon Retail GroupSenior PM, Loyalty & CRM AE 71 Applied 12 Nov
Orchard AnalyticsProduct Owner, Data Platform IE 66 Ready 11 Nov
Lotus WalletSenior Product Manager SG 62 Checked 10 Nov
Harbour Grid GmbHSenior Product Manager DE 44 Skipped 09 Nov

NL · Amsterdam · Checked 09 Nov

Tulip Commerce B.V.

Product Manager, Merchant Checkout

InterviewApply · 78

History

  1. 18 NovInterview
  2. 11 NovApplied
  3. 10 NovPack ready
  4. 09 NovChecked · 78

Privacy

Your story stays yours.

Stays in your Claude

  • Your CV
  • Your facts
  • Your salary
  • Cover letters
  • Form answers

Saved on your dashboard

  • The public job post
  • Fit score and verdict
  • Status and dates
What exactly is stored

Delete everything from Settings. Download it anytime.

Setup

Ready in 5 minutes. No coding.

  1. 1

    Sign in with your email

  2. 2

    Download the Kairo skill

  3. 3

    Upload it in Claude

  4. 4

    Connect your dashboard

  5. 5

    Say set up Kairo

Tip: use a fast model for quick checks and your strongest model for CVs.

Price

Free. Open source. No catch.

Free

MIT licence

  • No credit card
  • No ads
  • Your data, your control
  • Every rule readable on GitHub

What you need

A Claude account.5

The free plan works. Pro is smoother for daily use.

Rohan Surve

The story

Built for my own job search.

I'm Rohan Surve, a product manager in Pune. I was tired of job tools that spray applications and make up experience, so I built Kairo for my own job search: it checks every job I look at and writes every CV I send. Now it's yours, free.

Rohan SurveProduct manager · Pune

More about me · rohansurve.in

FAQ

Questions, answered.

What is Kairo?

A free, open-source job search partner that runs inside your own Claude. Paste a job and Kairo tells you if it's worth applying, writes a CV from your real facts only, and tracks every application on your dashboard.

Do I need to code?

No. Download one file, upload it in Claude (Customize → Skills) and switch on code execution in Claude's settings. After that you just chat.

Which countries?

CV formats for 9 countries: India, Netherlands, Germany, Ireland, UAE, Poland, France, Singapore and the United Kingdom. Visa checks use official sponsor lists and salary rules, and show the date they were checked.

Does it work with ChatGPT?

No. Kairo works with Claude only.

The right moment is the next job you paste.