AILANG Parse MCP Server

AILANG Parse is an MCP integration. Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

Hosted connection

The registry lists a streamable-http connection at https://docparse.ailang.sunholo.com/mcp/.

Packages and local setup

The published npm package is @ailang/parse, version 0.13.1. Its declared MCP transport is stdio.

The package declares DOCPARSE_API_KEY: AILANG Parse API key (dp_...). Optional — the bridge auto-loads keys saved at ~/.config/ailang-parse/credentials.json. Get one from https://www.sunholo.com/ailang-parse/; AILANG_PARSE_MCP_URL: Override the hosted MCP endpoint. Defaults to https://docparse.ailang.sunholo.com/mcp/.

This package has launch arguments in its registry record. Use the maintainer’s configuration for those arguments rather than launching it with only the package name.

The published pypi package is ailang-parse, version 0.13.1. Its declared MCP transport is stdio.

Before connecting

Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.

Project and source

View the publisher’s registry entry · Project repository · Project website. This profile uses version 0.13.1 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.

Browse related other integrations MCP servers for tools that cover the same kind of work.