Borrowing it
Nothing to install: this file belongs to spyfree/mingli-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/spyfree/mingli-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/spyfree/mingli-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/spyfree/mingli-mcp/agents-md)<a href="https://agentmods.dev/instructions/spyfree/mingli-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/spyfree/mingli-mcp/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/spyfree/mingli-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/spyfree/mingli-mcp/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 | $0.00645 | $0.00645 |
| Opus 5.5 | $0.00258 | $0.00258 |
| Sonnet 5.5 | $0.00129 | $0.00129 |
| Haiku 4.5 | $0.00064 | $0.00064 |
Grade A, and why
mingli-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 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.
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
mingli_mcp.py: CLI/entrypoint (exposesmingli-mcp).core/: Base abstractions (systems, models, results).systems/: Pluggable fortune systems (ziwei/,bazi/,astrology/).transports/: IO layers (stdio,httpplaceholder).utils/: Validation and formatting helpers.tests/: Pytest suites for systems and transports.docs/,examples/,scripts/: Guides, config samples, utilities.
Build, Test, and Development Commands
# Setup (recommended)
python3 -m venv venv && source venv/bin/activate
pip install -e .[dev] # or: pip install -r requirements.txt
# Run locally
python mingli_mcp.py # dev entry
mingli-mcp # after editable install
# Tests and coverage
pytest -q # run tests
pytest --cov=. --cov-report=term-missing
# Packaging & preflight
bash scripts/check_ready_to_publish.sh
python -m build && twine check dist/*
Coding Style & Naming Conventions
- Python 3.8+; PEP 8; 4-space indentation; UTF-8.
- Use type hints for public APIs; concise docstrings (first line summary).
- Naming:
snake_casefor functions/vars,CamelCasefor classes, modules/dirs lowercase. - Keep modules focused; new systems live under
systems/<name>/and subclasscore.base_system.BaseFortuneSystem. - Avoid breaking public APIs; if necessary, update CLI, docs, and tests together.
Testing Guidelines
- Framework:
pytest(+ optionalpytest-cov). - Test files:
tests/test_*.py; name tests by behavior, e.g.test_bazi_element_balance. - Prefer fast, deterministic unit tests; use fixtures in
tests/conftest.pyif shared setup is needed. - Cover new branches and error paths; target ≥80% coverage for changed code.
Commit & Pull Request Guidelines
- Commits: imperative mood, concise subject. Optional prefixes used in history:
Fix:,Add:,Refactor:(e.g., "Fix: Resolve MCP handshake issue"). - Scope in subject when helpful (e.g.,
systems/bazi:). Wrap body at ~72 chars; explain the why and notable tradeoffs. - PRs: include clear description, linked issues (
#123), test results, and docs updates (docs/,README.md) for user-facing changes. Include screenshots/log snippets when relevant.
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 · 54 lines · 645 tokens per session scan A 54e43c3292b5
mingli-mcp AGENTS.md is an instructions file published in the GitHub repository spyfree/mingli-mcp (6 stars, last pushed 27d ago), licensed MIT. It adds 645 tokens to every session, about $0.0026 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 2026-08-31.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.