Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/equilibrium-team/tweekit-mcp/agents-mdgit clone --depth 1 https://github.com/equilibrium-team/tweekit-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/equilibrium-team/tweekit-mcp/agents-md)<a href="https://agentmods.dev/instructions/equilibrium-team/tweekit-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/equilibrium-team/tweekit-mcp/agents-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 | $0.00938 | $0.00938 |
| Opus 5 | $0.00469 | $0.00469 |
| Sonnet 5 | $0.00188 | $0.00188 |
| Haiku 4.5 | $0.00094 | $0.00094 |
Grade A, and why
tweekit-mcp AGENTS.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 4d 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 — 54 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidelines
Project Structure & Module Organization
server.pyruns the FastMCP streamable HTTP server for local development; keep API helpers here.functions/main.pyexposes the Firebase HTTP entry point and ASGI bridge used in production.functions/requirements.txtandfunctions/packages/store vendored deps for Firebase; never edit generated wheels by hand.scripts/deploy_firebase.shhandles vendoring plusfirebase deploy; review flags before running.scripts/deploy_cloud_run.shbuilds via Cloud Build and deploys to Cloud Run (stage/prodtargets).- Config roots (
pyproject.toml,firebase.json,uv.lock) define Python deps and hosting rewrites. test_server.pyprovides async smoke tests withfastmcp.Client; set the base URL per environment.tests/contains pytest suites for proxy, bundles, config files, and client SDK helpers.
Build, Test, and Development Commands
- Install / sync deps:
uv syncorpip install -e .[dev]. - Run the MCP server locally:
uv run python server.py(override withPORT=9090 …). - Smoke test endpoints:
uv run python test_server.py --base-url <URL>. - Vendor Firebase deps:
uv pip install -r functions/requirements.txt --target functions/packages(usepipifuvunavailable). - Deploy to Firebase:
bash scripts/deploy_firebase.sh -p <PROJECT_ID> [--skip-vendor]. - Deploy to Cloud Run:
bash scripts/deploy_cloud_run.sh <stage|prod> --version <x.y.z>. - Full pytest suite (requires API secrets):
TWEEKIT_API_KEY=… TWEEKIT_API_SECRET=… uv run python -m pytest.
Coding Style & Naming Conventions
- Python ≥3.10 with PEP 8 defaults: four-space indents, snake_case functions, SCREAMING_SNAKE_CASE env constants.
- Prefer async HTTP flows with
httpx.AsyncClient; always callresponse.raise_for_status()and log vialogging.getLogger(__name__). - Use docstrings on FastMCP tools/resources and include type hints so FastMCP preserves schema metadata.
- Keep responses FastMCP-friendly (
Image,File, or JSON-serializable payloads) and avoid leaking API credentials in logs.
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.
- 4d ago First seen · 54 lines · 938 tokens per session scan A cb13354a32bd
tweekit-mcp AGENTS.md is an instructions file published in the GitHub repository equilibrium-team/tweekit-mcp (1 stars, last pushed 2mo ago), licensed MIT. It adds 938 tokens to every session, about $0.0047 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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