# gjalla (gjalla.io)

Tracks which work coding agents spend tokens on, sorting spend by bugfixes, features and costly items.

- Atlas card: https://inite.ai/en/atlas/gjalla.io
- Site: https://gjalla.io
- For: Engineering teams using coding agents who need to see where token spend goes
- Categories: dev
- Use 0/100 · alive 87/100

## Used for

- measure whether token spend went to bugfixes or features
- attribute agent spend to costliest workstreams
- find context overhead and rework in agent sessions

## Price

- from 499 USD/month (read 2026-10-21 on https://gjalla.io/pricing)

## For developers

- MCP server: io.gjalla/mcp (namespace; auth on 2026-10-21)
- MCP server: io.gjalla/mcp-server (namespace)
- Read 2026-10-21

## MCP server, measured daily

Server: https://gjalla.io/mcp/stream, checked every day since 2026-10-21 (4 checks).

- Answered: measuring, 4 daily checks so far
- Median first answer: 359 ms
- Sign-in: OAuth (the client signs the user in)
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-21

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Source: INITE Atlas, https://inite.ai/en/atlas/gjalla.io. JSON: https://inite.ai/api/atlas/gjalla.io. MCP: https://inite.ai/api/mcp (atlas_lookup).