Unfold Mcp

io.github.hybridforgelab由 GitHub 账号 hybridforgelab 发布v0.2.3更新于 Nov 6, 2026

PDF, DOCX, PPTX and XLSX documents to Markdown for AI agents, from a URL or a local file.

已验证STDIO仅桌面文件与存储数据与分析

概览

AI 生成的概览

通过付费的 Unfold API,把来自网址或本地文件的 PDF、DOCX、PPTX、XLSX 文档转换为 Markdown,供 AI 助手使用。

可以做什么
  • 把单个文档转换为 Markdown,可提供公开网址或本地文件路径,并可限制返回字符数
  • 返回 API 的 JSON 响应,在市场方提供时附带本月剩余额度
  • 对密钥被拒、额度用尽或输入无法处理等情况给出通俗的错误说明和后续建议
适用场景
当助手需要读取 PDF、Word、PowerPoint 或 Excel 文件内容并以 Markdown 文本处理时适用,文件可来自网络或本机。
运行要求
以 uvx 通过 stdio 在本机运行(需 Python 3.10+,uv 会自动安装)。需要 RapidAPI 或 api.market 的密钥,通过 RAPIDAPI_KEY 或 API_MARKET_KEY 提供;两个密钥都设置时用 HFL_MARKETPLACE 指定市场。需要访问 Unfold API 的网络连接。本地文件上限 10 MB,输出上限 500,000 字符。
安装前请注意
Unfold API 为付费服务,免费方案每月 15 次请求;每次工具调用都计为一次请求。以路径提供的本地文件会上传到 API 处理,请勿发送机密文档。密钥只会发送给所选市场,但仍属机密,不应写入共享配置。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Unfold Mcp,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

Unfold MCP server

[M8ven Score] [CI] [PyPI] [Python 3.10+] [License: MIT]

Give your AI agent the content of PDF, Word (DOCX), PowerPoint (PPTX) and Excel (XLSX) documents as Markdown, from a URL or a local file.

The server is open source (MIT). It calls the Unfold API, which is paid, with a free plan.

  • You use your own key, from RapidAPI or api.market.
  • Every tool call is one request on your plan.
  • The free Basic plan has 15 requests a month, with a hard limit, so it never runs up a bill.

1. Get a key

marketplace
RapidAPIplans
api.marketstore

2. Add the server to your MCP client

The server runs locally over stdio with uv. Put your key in its environment.

JSON configuration (Claude Desktop, Cursor, VS Code and most clients):

json
{  "mcpServers": {    "unfold": {      "command": "uvx",      "args": ["--from", "hybridforgelab-unfold-mcp", "unfold-mcp"],      "env": { "RAPIDAPI_KEY": "your-rapidapi-key" }    }  }}

Claude Code:

bash
claude mcp add unfold --env RAPIDAPI_KEY=your-rapidapi-key -- uvx --from hybridforgelab-unfold-mcp unfold-mcp

Environment

variablemeaning
RAPIDAPI_KEYyour RapidAPI key
API_MARKET_KEYyour api.market key, used when RAPIDAPI_KEY is not set
HFL_MARKETPLACErapidapi or apimarket, when both keys are set

Without a key the server still starts. The first tool call then explains where to get one.

Also listed on Glama:

[unfold-mcp on Glama]

3. Tools

toolwhat it does
convert_document(url=… | path=…, max_chars=20000)converts one document to Markdown; give a public URL, or a local file to upload

The format is detected from the content.

Every tool returns the API's JSON response.

  • When the marketplace reports it, quota_remaining is added: the requests left on your plan this month.
  • Errors are explained in plain words, with what to do next:
    • key refused, with the link to subscribe;
    • quota reached, with the plans;
    • input the API couldn't process, with the API's reason.

Privacy

  • Local files are read only when a tool is given their path. They are sent to the API for that one request.
  • The API processes inputs in memory and doesn't store them. See the privacy policy.
  • Your key is only sent to the marketplace you chose.

Limits

  • Local files up to 10 MB.
  • Markdown up to 500,000 characters.
  • The server needs Python 3.10+ (uv installs it for you).

Development

bash
uv venv && uv pip install -e ".[dev]".venv/bin/pytest            # unit tests, no network; 100% coverage required.venv/bin/ruff check src tests scripts

scripts/e2e_stdio.py unfold runs the server over stdio, as a client would, and calls its tools against the real API. It needs RAPIDAPI_KEY or API_MARKET_KEY.

Licence

MIT. Unfold itself is a paid API with a free plan, run by Hybrid Forge Lab.

来源:README.md,提交 fa7dcb4

工具

0
SourceWeft 曾在隔离沙箱中以无凭据方式启动该软件包一次,以列出其工具,但未能完成:该软件包类型无法在沙箱中运行。

版本历史

3
  1. v0.2.3最新Nov 6, 2026
  2. v0.2.2Nov 3, 2026
  3. v0.2.0Nov 3, 2026

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