Borrowing it
Nothing to install: this file belongs to LePomas/garminconnect-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/LePomas/garminconnect-mcp/main/GEMINI.mdgit clone --depth 1 https://github.com/LePomas/garminconnect-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/lepomas/garminconnect-mcp/gemini-md)<a href="https://agentmods.dev/instructions/lepomas/garminconnect-mcp/gemini-md"><img src="https://agentmods.dev/badge/instructions/lepomas/garminconnect-mcp/gemini-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00625 | $0.00625 |
| Opus 5 | $0.00313 | $0.00313 |
| Sonnet 5 | $0.00125 | $0.00125 |
| Haiku 4.5 | $0.00063 | $0.00063 |
Grade A, and why
garminconnect-mcp GEMINI.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Gemini Project Instructions: garminconnect-mcp
This project is a local Model Context Protocol (MCP) server that exposes Garmin Connect data to AI agents (like Codex) using the python-garminconnect library.
Project Overview
- Purpose: Provide a secure and summarized interface to Garmin Connect personal data.
- Technologies: Python 3.12+,
mcp(FastMCP),garminconnect,python-dotenv. - Architecture:
src/garminconnect_mcp/server.py: Main entry point and tool definitions usingFastMCP.- Uses
python-garminconnectfor unofficial API access. - Implements a caching client with MFA support.
- Focuses on providing summarized data for workouts and activities to be more agent-friendly and privacy-conscious.
Building and Running
Setup
python3 -m venv .venv
.venv/bin/python -m pip install -e .
cp .env.example .env
# Edit .env with GARMIN_EMAIL and GARMIN_PASSWORD
Running
- Initialize/Refresh Tokens: Run
.venv/bin/garminconnect-mcp loginonce interactively if MFA is required or to establish tokens. - MCP Server: The server runs over stdio via the same command:
.venv/bin/garminconnect-mcp.
Testing & Quality
- Tests:
.venv/bin/python -m pytest - Linting:
.venv/bin/python -m ruff check . - Formatting:
.venv/bin/python -m ruff format . - Privacy Scan:
scripts/check-private-output.sh(Requiresrg)
Development Conventions
Privacy & Data Handling
- Crucial: Never log, print, or commit raw Garmin payloads (profile, health, activity, etc.) unless explicitly requested by the user.
- Connectivity Checks: Use
garmin_connection_statusorgarmin_pingfor smoke tests. Avoid usinggarmin_profilejust to check if the connection works. - Summarization: Prefer returning summarized, task-specific data (especially for workouts) instead of full Garmin JSON blobs.
- Pre-commit: Always run
scripts/check-private-output.shbefore committing any documentation, examples, or logs to ensure no private data (like weight, birthDate, or location) is leaked.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 52 lines · 625 tokens per session scan A 3b86434b6761
garminconnect-mcp GEMINI.md is an instructions file published in the GitHub repository LePomas/garminconnect-mcp (0 stars, last pushed 2mo ago), licensed MIT. It adds 625 tokens to every session, about $0.0031 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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