Case study

mcp-fitbod: mapping Fitbod Android models and backend APIs

mcp-fitbod maps Fitbod backend endpoints and serialization schemas from decompiled Kotlin models in the Android app, then uses the documented interface in an MCP account client. Its endpoint map and schema notes identify request paths, model fields and wire names, including JSON:API and Moshi naming differences.

Targets: App · Protocol
Category: Independent reconstruction cases
Relationship: Independent reconstruction project
Sources reviewed: 2026-11-06
Evidence class: C2 code & docs, no demo or download

Stars: 3
Last commit: 2026-08-28
Language: Python
License (GitHub): MIT

GitHub data as of 2026-11-10

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Evidence

Observed: Code and documentation observed; no download method or demo found.
Checked: 2026-11-08

How evidence classes are assigned

Requirements & limits

Prerequisites: The MCP client requires Python 3.10 or newer and a Fitbod account token.
Scope: The schema documentation is based on Fitbod Android 8.30.0-0 and calls for review after app updates.
Limits: The source reports that the login endpoint is blocked by a Cloudflare WAF rule.
License: MIT license.

Cite

BibTeX

@misc{mcp-fitbod-api-case,
  title = {{mcp-fitbod: mapping Fitbod Android models and backend APIs}},
  howpublished = {\url{https://github.com/Muno459/mcp-fitbod}},
  url = {https://github.com/Muno459/mcp-fitbod},
  urldate = {2026-11-06},
  note = {Awesome REA entry: \url{https://awesomerea.org/resources/mcp-fitbod-api-case/}}
}

Plain text

mcp-fitbod: mapping Fitbod Android models and backend APIs. https://github.com/Muno459/mcp-fitbod (accessed 2026-11-06). Awesome REA entry: https://awesomerea.org/resources/mcp-fitbod-api-case/

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About this entry

The description was reviewed against primary sources.

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Primary sources

docs/SCHEMAS.md GitHub · Muno459/mcp-fitbod · Revision 94c1a81
docs/API-MAP.md GitHub · Muno459/mcp-fitbod · Revision 94c1a81
README.md GitHub · Muno459/mcp-fitbod · Revision 94c1a81