# Sambodh IAS (sambodh-ias.in)

Builds exam-style practice questions and scores written answers from prep books, tracking what you have covered and scheduling review.

- Atlas card: https://inite.ai/en/atlas/sambodh-ias.in
- Site: https://sambodh-ias.in
- For: UPSC civil services aspirants preparing for prelims and mains from standard textbooks
- Categories: learning
- Use 0/100 · alive 100/100

## Used for

- practise prelims-style MCQs generated from standard textbooks
- write mains answers and get them scored by dimension
- review current affairs as spaced revision cards

## Price

- from 49 INR/month, free plan (read 2026-10-26 on https://sambodh-ias.in/pricing)

## For developers

- MCP server: in.sambodh-ias/upsc-prep (namespace; open on 2026-10-26, 7 tools)
- Read 2026-10-26

## MCP server, measured daily

Server: https://api.sambodh-ias.in/mcp, checked every day since 2026-10-26 (3 checks).

- Answered: measuring, 3 daily checks so far
- Median first answer: 735 ms
- Sign-in: none
- Context its tool definitions take: about 1392 tokens (7 tools)
- Tool definitions: A, 93/100
- Failing "params_described": 3 of 7 tools
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Training on your data: no (https://sambodh-ias.in/privacy)
- Read 2026-10-26

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Source: INITE Atlas, https://inite.ai/en/atlas/sambodh-ias.in. JSON: https://inite.ai/api/atlas/sambodh-ias.in. MCP: https://inite.ai/api/mcp (atlas_lookup).