baibaiSAFE
MCP toolkit for Vibe Coding - 12 tools (format checker, data analyzer, README generator, TTS) with GitHub Releases distribution
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
用自然语言驱动开发 — 通用 CLI 工具集 + MCP Server AI 编程助手必备工具箱,让 Claude Code、Cursor、Codex 更强大
[](https://github.com/Zeon7744/baibai) [](https://github.com/Zeon7744/baibai/forks) [](https://github.com/Zeon7744/baibai/blob/main/LICENSE) [](https://gitee.com/Zeon7744/baibai) [](https://www.python.org/) [](https://modelcontextprotocol.io)
📌 这是 GitHub 官方主仓
Gitee 镜像: gitee.com/Zeon7744/baibai GitCode 镜像: gitcode.com/Zeon7744/baibai
Issues 和 PR 请在 GitHub 提交。
⚡ 快速开始
# 安装 pip install baibai # 或使用源码 git clone https://github.com/Zeon7744/baibai.git cd baibai pip install -e . # 启动 MCP Server v3 python mcp_server_v2.py --port 8000
🛠️ 核心工具 (v2 基础工具)
🆕 v3 新增工具 (+10)
49d3b32220deOBSERVED · 2026-10-11Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.
claude mcp add baibai --env GITHUB_TOKEN=${GITHUB_TOKEN} -- uvx baibai{
"mcpServers": {
"baibai": {
"command": "uvx",
"args": [
"baibai"
],
"env": {
"GITHUB_TOKEN": "${GITHUB_TOKEN}"
}
}
}
}Exposed tools (15)
14 read · 1 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
analyze_content_data | read | 分析单个内容文件的统计数据 |
analyze_directory | read | 分析目录下所有内容文件,生成统计数据 |
analyze_stock | read | 分析指定股票,返回完整分析报告(含 MLP 预测) |
check_format | read | 校验 Markdown 文件格式,检查标题、禁止字符、括号等 |
classify_directory | read | 批量分类目录下所有文件 |
classify_file | read | 自动识别和分类内容类型 |
convert_file | read | 转换 Markdown 文件为 HTML |
extract_content_info | read | 从内容文件提取结构化信息(标题、章节、字数) |
gen_readme | read | 根据内容库自动生成 README 文档 |
generate_stock_charts | read | 生成股票分析图表 |
list_tools | read | 列出所有可用的 baibai 工具 |
md_to_html | read | 将 Markdown 内容转换为 HTML |
save_analysis_report | write | 保存股票分析报告到文件 |
search_content | read | 在目录下搜索包含关键词的内容 |
validate_directory | read | 批量校验目录下所有 Markdown 文件 |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- declared (7 observation(s))
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
49d3b32220defull audit observations/trust-audit/mcp-server/zeon7744__baibai.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-11 | 49d3b32220de | SAFE | B | 89 | first audit |
Questions
What is the baibai MCP server?
MCP toolkit for Vibe Coding - 12 tools (format checker, data analyzer, README generator, TTS) with GitHub Releases distribution
What tools does baibai expose?
15 in total: 14 read-only, 1 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is baibai safe to connect to an agent?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.
What credentials does baibai need?
It reads GITHUB_TOKEN from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.
How does baibai run?
It speaks streamable-http, so it runs as a service you connect to over the network. It is published on PyPI as baibai.
How current is this page?
The grade is for one exact copy of the source (49d3b32220de), read on 2026-10-11. The repository is watched and re-audited when it changes.