MCP Server

AILANG Parse MCP Server

Name: AILANG Parse MCP Server
Author: io.github.sunholo-data

io.github.sunholo-data/parse

Repository Registry

What is the AILANG Parse MCP server?

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

How to install AILANG Parse

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

DOCPARSE_API_KEY
secret
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/

Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "parse": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<YOUR_DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<YOUR_AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "parse": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<YOUR_DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<YOUR_AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Windsurf

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "parse": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<YOUR_DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<YOUR_AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

VS Code

.vscode/mcp.json

{
  "servers": {
    "parse": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<YOUR_DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<YOUR_AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Claude Code

claude mcp add parse --env DOCPARSE_API_KEY=<YOUR_DOCPARSE_API_KEY> --env AILANG_PARSE_MCP_URL=<YOUR_AILANG_PARSE_MCP_URL> -- npx -y @ailang/parse mcp