Borrowing it
Nothing to install: this file belongs to SorataYang/qiao-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/SorataYang/qiao-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/SorataYang/qiao-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/soratayang/qiao-mcp/claude-md)<a href="https://agentmods.dev/instructions/soratayang/qiao-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/soratayang/qiao-mcp/claude-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/soratayang/qiao-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/soratayang/qiao-mcp/claude-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 | $0.02043 | $0.02043 |
| Opus 5.5 | $0.00817 | $0.00817 |
| Sonnet 5 | $0.00409 | $0.00409 |
| Haiku 4.5 | $0.00204 | $0.00204 |
Grade A, and why
qiao-mcp CLAUDE.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 — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
项目简介
Qiao-MCP 是一个 MCP 服务器,把桥梁结构分析软件(当前仅支持桥通/QiaoTong,经 qtmodel Python API)的能力暴露给 AI 助手:建模、施工阶段、荷载、预应力、活载、规范验算、结果查询。共 133 个工具、7 个资源、4 个提示模板。
常用命令
uv sync # 安装依赖(含 ruff/mypy/pytest)
uv run qiao-mcp # 启动服务器(stdio;无需桥通运行也能启动)
npx @modelcontextprotocol/inspector uv run qiao-mcp # MCP Inspector 手动测试
uv run ruff check src/ tests/ # Lint
uv run mypy src/qiao_mcp/ # 类型检查(渐进式,不强制全量注解)
uv run pytest tests/ --ignore=tests/test_end_to_end.py -q # 离线全量测试(默认应这样跑)
# 单个测试文件 / 单个用例
uv run pytest tests/test_provider_dispatch.py -q
uv run pytest tests/test_solve_semantics.py::test_specific -q
# 用上游源码跑离线测试(不替换已装的包)
PYTHONPATH=reference_codes/qtmodel-release/packages/qtmodel/src:src \
uv run pytest tests/ --ignore=tests/test_end_to_end.py -q
- 离线测试不需要桥通软件:provider 层用
tests/conftest.py的FakeDb(记录全部调用的假 mdb/odb/cdb)+__new__跳过__init__构造的 provider 实例。 tests/test_end_to_end.py需要桥通运行且设置QIAOTONG_HTTP_URL,会清空并重建活动模型——本机没有桥通时它自行 skip(CI 里就是靠 skip 通过的),但本地跑全量时仍建议--ignore它。- CI(
.github/workflows/ci.yml)跑 ruff + mypy + 离线 pytest,并构建 wheel 做真实 stdio 协议检查；push 到 develop/main 时触发。
架构
Provider 模式(核心解耦)
src/qiao_mcp/
├── server.py # 入口:构造 provider → 动态生成 server instructions → 注册工具
├── tools/ # 工具层,按工作域分模块(按 Phase 1–5 演进而来)
│ ├── __init__.py # 建模核心(create_nodes、create_section 等)
│ ├── envelope.py # 统一返回协议 + 工具分类(权限映射)— 关键模块,见下
│ ├── api_gateway.py # list_qtmodel_api / call_qtmodel_api 逃生舱
│ ├── queries.py / modifications.py / checking.py / tendon.py / moving_load.py
│ ├── advanced_boundary.py / group_management.py / visualization.py / workflows.py
├── providers/
│ ├── __init__.py # BridgeProvider 抽象基类 + 注册表 + create_provider
│ └── qtmodel_provider.py # 唯一后端:桥通适配器(约 2200 行)
├── resources/ prompts/ # MCP Resources / Prompts
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 Changed · +2 lines · +201 tokens per session ad0178a92f2e
- 9d ago First seen · 90 lines · 1,842 tokens per session scan A e81020ebe056
qiao-mcp CLAUDE.md is an instructions file published in the GitHub repository SorataYang/qiao-mcp (0 stars, last pushed 8d ago), licensed Apache-2.0. It adds 2,043 tokens to every session, about $0.0082 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 2026-09-14.
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).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, repository design references, quickstart — add a new integration in 5 steps and integration architecture.
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.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
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 oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).