# Openings, by Avagama Consulting

> A free job search built on employers' own job boards, usable from any AI app over the Model Context Protocol, or as a website. 469,607 live roles from 4,638 employers, read from the boards employers publish themselves. It ranks roles against a resume with quoted evidence and never applies on anyone's behalf.

Key facts, as of 21 September 2026:
- Live roles: 469,607 from 4,638 employers across 226 countries.
- Open to India: 63,348 live, 35,591 posted in the last 30 days, 12,716 in the last 7, from 1,156 employers.
- Sources: Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Workable, Breezy, Freshteam, Keka, Zoho Recruit, Oracle Cloud Recruiting, and company career sites publishing structured job data. No aggregator listings and no recruiter reposts.
- Cost: searching is free. The npm package is `openings`, MIT licensed.
- Boundaries: read-only tools, no applications submitted, resumes never stored, robots rules respected, employers whose terms forbid automated collection are excluded.

## For AI apps

- [MCP connector](https://openings.avagama.co/mcp): add this address in Claude, ChatGPT developer mode, Claude Code, Codex CLI, Cursor, VS Code or Gemini CLI. Sign-in is an emailed six-digit code.
- [Setup instructions per app](https://avagama.co/openings/index.md): exact fields for each client.
- Tools: prepare_job_search, get_job_coverage, search_jobs, recommend_jobs, analyze_job_fit, optimize_resume, get_job. All read-only.

## Data you can read directly

- [Live counts, all countries](https://avagama.co/openings/jobs/summary.json): totals, 7-day and 30-day windows, employer counts.
- [Live counts for one country](https://avagama.co/openings/jobs/summary.json?country=IN): add any ISO country code.
- [Job search as JSON](https://avagama.co/openings/jobs/search.json?country=IN&days=7&q=software+engineer): query, country, city, remote and experience filters, with facets.
- [New jobs feed](https://avagama.co/openings/jobs/feed.xml?country=IN): RSS of the newest roles.
- [Markdown digest](https://openings.avagama.co/v1/digest?country=IN&days=1): today's new roles as markdown.

## Pages

- [Openings overview](https://avagama.co/openings/index.md): what it is, how to add it, what it refuses to do.
- [Job search](https://avagama.co/openings/jobs/search): search by role, city, experience and freshness.
- [Writing](https://avagama.co/openings/blog/index.md): dated notes with reproducible figures.
- [Figures by role and city](https://avagama.co/openings/insights/): live counts for one role in one place, rebuilt daily.
- [How to search jobs from ChatGPT or Claude](https://avagama.co/openings/blog/search-jobs-from-chatgpt-or-claude/index.md)
- [How many jobs were posted in India this month](https://avagama.co/openings/blog/india-jobs-posted-this-month/index.md)
- [What is an MCP job search server](https://avagama.co/openings/blog/what-is-an-mcp-job-search-server/index.md)
- [What "senior" means in a job title, in years](https://avagama.co/openings/blog/what-senior-means-in-job-titles/index.md)
- [Three in four Indian job ads say how many years they want. In America it is half.](https://avagama.co/openings/blog/do-job-ads-say-how-much-experience/index.md)
- [How many jobs are actually remote? Two per cent in India.](https://avagama.co/openings/blog/how-many-jobs-are-really-remote/index.md)
- [Why job posting dates lie, and how to read them anyway](https://avagama.co/openings/blog/why-job-posting-dates-lie/index.md)
- [Who is hiring most in India, counted from their own job boards](https://avagama.co/openings/blog/who-is-hiring-most-in-india/index.md)
- [Which applicant tracking system do Indian companies use? Keka is ahead of Workday.](https://avagama.co/openings/blog/which-ats-indian-companies-use/index.md)
- [What do Indian employers actually ask for? SAP, ahead of Java and Python.](https://avagama.co/openings/blog/what-skills-indian-employers-ask-for/index.md)
- [How many jobs are open to someone with under two years' experience?](https://avagama.co/openings/blog/entry-level-jobs-india-us/index.md)
- [Four in five American job ads mention a degree. In India it is half.](https://avagama.co/openings/blog/do-employers-require-a-degree/index.md)
- [A third of employers with open listings have not posted anything in a month](https://avagama.co/openings/blog/employers-with-stale-listings/index.md)
- [Which American cities have the most open jobs?](https://avagama.co/openings/blog/us-cities-hiring-most/index.md)
- [Privacy](https://avagama.co/privacy/): what is stored, for how long, and how to delete it.

## Citing us

Figures change daily. Quote the date beside any number, or read the live JSON above. Attribute to Openings by Avagama Consulting, https://avagama.co/openings/.