Borrowing it
Nothing to install: this file belongs to ymyzk/nagoya-bus-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/ymyzk/nagoya-bus-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/ymyzk/nagoya-bus-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/ymyzk/nagoya-bus-mcp/agents-md)<a href="https://agentmods.dev/instructions/ymyzk/nagoya-bus-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/ymyzk/nagoya-bus-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/ymyzk/nagoya-bus-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/ymyzk/nagoya-bus-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 | $0.01486 | $0.01486 |
| Opus 5.5 | $0.00594 | $0.00594 |
| Sonnet 5.5 | $0.00297 | $0.00297 |
| Haiku 4.5 | $0.00149 | $0.00149 |
Grade A, and why
nagoya-bus-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 — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This file provides guidance to AI Coding Agent such as Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
This is a Model Context Protocol (MCP) server providing tools to query Nagoya City bus timetables. Built using FastMCP, it exposes MCP tools and prompts that allow LLMs to interact with the Nagoya City bus API.
Development Commands
Setup
# Install dependencies
uv sync
# Install pre-commit hooks
uv run pre-commit install
Testing
# Run all tests (excluding integration tests)
uv run pytest
# Run integration tests
uv run pytest -m integration
# Run specific test file
uv run pytest tests/client_test.py
# Run with coverage
uv run pytest --cov
Linting and Type Checking
# Run all pre-commit checks
uv run pre-commit run --all-files
# Run type checking
uv run mypy
# Format and lint (via pre-commit hooks: ruff)
uv run pre-commit run ruff-check --all-files
uv run pre-commit run ruff-format --all-files
Running the Server
# Run with MCP Inspector (recommended for development)
npx @modelcontextprotocol/inspector uv run nagoya-bus-mcp
# Run directly
uv run nagoya-bus-mcp
# Try API client directly
uv run python -m nagoya_bus_mcp.client
Building
# Build package
uv build
Architecture
Project Structure
src/
└── nagoya_bus_mcp/
├── __main__.py # Entry point for the MCP server
├── client.py # HTTP client for Nagoya Bus API
├── approach.py # Wrapper and utilities for real-time approach information
├── data.py # Common base data (stations, poles) with caching
├── mcp/
│ ├── server.py # FastMCP server initialization and lifespan
│ ├── tools.py # MCP tool implementations
│ └── prompts.py # MCP prompt templates
└── version.py # Auto-generated version file (from setuptools-scm)
demo/ # Example integrations with AI agent frameworks
tests/ # Test suite with unit and integration tests
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 · 157 lines · 1,486 tokens per session scan A d90ce3ad89d1
nagoya-bus-mcp AGENTS.md is an instructions file published in the GitHub repository ymyzk/nagoya-bus-mcp (1 stars, last pushed 6d ago), licensed MIT. It adds 1,486 tokens to every session, about $0.0059 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.
nagoya-bus-mcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| nagoya-bus-mcp AGENTS.mdymyzk/nagoya-bus-mcp | Instructions file | 1 | 6d ago | MIT | A | 1,486 | 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 |