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/

Environment variables

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/

Resources

Where to find authoritative docs and source for AILANG Parse.

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