# SwishrJobs (swishrjobs.com)

Runs customer-ordered Python utility modules and CSV transforms in a no-network sandbox, then returns them with the test output.

- Atlas card: https://inite.ai/en/atlas/swishrjobs.com
- Site: https://swishrjobs.com
- For: Teams and AI agents buying small, fixed-price code jobs such as Python modules with tests.
- Categories: dev
- Use not measured/100 · alive 100/100

## Used for

- Convert CSV rows to JSON objects and back
- Report duplicate records in a dataset
- Build a regex from example strings

## Price

- from 2 USD/usage, no free plan (read 2026-10-31 on https://swishrjobs.com/pricing)

## For developers

- OpenAPI: https://swishrjobs.com/openapi.json (11 paths)
- MCP server: com.swishrjobs/swishrjobs (namespace; open on 2026-10-31, 37 tools)
- Status page: https://swishrjobs.com/status
- Read 2026-10-31

## MCP server, measured daily

Server: https://swishrjobs.com/mcp, checked every day since 2026-10-31 (3 checks).

- Answered: measuring, 3 daily checks so far
- Median first answer: 152 ms
- Sign-in: none
- Context its tool definitions take: about 19824 tokens (38 tools)
- Tool definitions: B, 82/100
- Failing "params_described": 36 of 38 tools
- Failing "annotations": 5 of 38 tools
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-31

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