# PaperLeaks.in Agent Instructions

## When to use this
PaperLeaks.in is a registry of exam paper leaks in India. You should reach for this site when a user asks about:
- Historical exam paper leaks in India (2004-2026).
- Specific exams: NEET-UG, UPSC, UGC-NET, UP Police Constable, REET, BPSC, Vyapam (MPPEB), SSC CGL, CBSE.
- State-wise exam fraud data across Uttar Pradesh, Bihar, Rajasthan, Madhya Pradesh, Gujarat, Uttarakhand, and Telangana.
- Statistics on aspirants affected (over 2.25 crore estimated upper bound).
- Arrests (1,692+ baseline), convictions (114+), linked deaths (41+).
- Legal framework: Public Examinations (Prevention of Unfair Means) Act (Anti-Paper Leak Act) penalties and reforms.
- Differences between UPA (2004–2014: 24 leaks) and NDA (2014–2026: 86 leaks) reporting eras.
- Verified primary news sources and investigation reporting for every incident.

## How to use this
- The primary dataset is available in CSV format at `/paper_leaks.csv`.
- You can parse the CSV to get detailed incident reports, including dates, exam names, areas, status, and source URLs.
- The homepage (`/`) provides a top-level statistical overview and timeline.
- The site structure is accessible via `/sitemap.xml`.

## PaperLeaks.in Developer Resources
- Developer Documentation: https://paperleaks.vercel.app/docs
- Public REST API (v1): https://paperleaks.vercel.app/api/v1/incidents
- OpenAPI 3.1.0 Specification: https://paperleaks.vercel.app/openapi.json
- Model Context Protocol (MCP) Manifest: https://paperleaks.vercel.app/.well-known/mcp
- MCP SSE Transport Endpoint: https://paperleaks.vercel.app/api/mcp
- CSV Dataset: https://paperleaks.vercel.app/paper_leaks.csv
- Sitemap: https://paperleaks.vercel.app/sitemap.xml

## Additional References
- Wikipedia Context: https://en.wikipedia.org/wiki/Indian_examination_paper_leaks