MCP ServerHTTPOfficialv0.5.3

AILANG Parse MCP Server

Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

io.github.sunholo-data/parse

Hosted URL

https://docparse.ailang.sunholo.com/mcp/

Transport

HTTP

Auth

No auth required

Connect to AILANG Parse

Hosted endpoint — paste into any MCP client.

https://docparse.ailang.sunholo.com/mcp/

Configuration this server reads at startup.

DOCPARSE_API_KEYSecret
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/
DOCPARSE_API_KEYSecret
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/

Where to find authoritative docs and source for AILANG Parse.

Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.

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