Borrowing it
Nothing to install: this file belongs to mlzoo/mcp_forge. 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/mlzoo/mcp_forge/main/AGENTS.mdgit clone --depth 1 https://github.com/mlzoo/mcp_forgeWrote 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/mlzoo/mcp_forge/agents-md)<a href="https://agentmods.dev/instructions/mlzoo/mcp_forge/agents-md"><img src="https://agentmods.dev/badge/instructions/mlzoo/mcp_forge/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/mlzoo/mcp_forge/agents-md"><img src="https://agentmods.dev/badge/instructions/mlzoo/mcp_forge/agents-md.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00420 | $0.00420 |
| Opus 5.5 | $0.00168 | $0.00168 |
| Sonnet 5.5 | $0.00084 | $0.00084 |
| Haiku 4.5 | $0.00042 | $0.00042 |
Grade A, and why
mcp_forge 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 2mo 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.
What it actually says
AGENTS.md
Cursor Cloud specific instructions
This is a Python 3.12 FastAPI + FastAPI-MCP service (a parking-lot lookup example).
It is managed with the uv package manager. Standard
commands live in the Makefile and README.md; prefer those.
Service overview
- Single service:
main.pystarts a Uvicorn server on0.0.0.0:5000.- REST docs (Swagger UI):
http://localhost:5000/docs - MCP endpoint (SSE):
http://localhost:5000/mcp - Endpoints:
POST /parking/nearbyandPOST /parking/info(mock data, no external services or secrets needed).
- REST docs (Swagger UI):
Run / lint / test
- Run dev server:
make dev(equivalentlyuv run python main.py). It is NOT a hot-reload server; restart the process after code changes. - Lint:
uv run ruff check .anduv run ruff format --check .(themake checktarget also runsuv lock --lockedand fullpre-commit, which needs network to install hook envs). - Tests:
make test/uv run python -m pytest. There is currently notests/directory, so pytest exits with code 5 ("no tests collected") — this is expected, not a failure.
Non-obvious gotchas
pyproject.tomldeclares a heavy, unused dependencyttt-video(git) that transitively pullstorch,torchvision,xformers,triton,transformers, etc.uv syncinstalls all of it (multi-GB), even thoughmain.pynever imports it. Do not be surprised by the large.venv.- The app code uses Traditional Chinese strings; ensure UTF-8 output when inspecting responses.
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.
- 2mo ago First seen · 23 lines · 420 tokens per session scan A 155a9a15777d
mcp_forge AGENTS.md is an instructions file published in the GitHub repository mlzoo/mcp_forge (206 stars, last pushed 4mo ago), licensed MIT. It adds 420 tokens to every session, about $0.0017 per session on Opus 5.5. 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 2026-08-30.
mcp_forge AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mcp_forge AGENTS.mdmlzoo/mcp_forge | Instructions file | 206 | 4mo ago | MIT | A | 420 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 275k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |