Koskamo

AILANG Parse MCP

A deterministic document parser that extracts structured data from Office formats (DOCX, PPTX, XLSX) preserving track changes, comments, and merged cells, alongside AI-powered parsing for PDFs and images. It supports local browser/CLI execution via WebAssembly or server-side API, outputting typed Block ADT structures in JSON or Markdown.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

AILANG Parse MCP logo, by sunholo-dataCommunity listingLocal stdioSource reviewed; not executedPublished by sunholo-data
You need:Get a free key at aistudio.google.compip install ailang-parsenpm install @ailang/parse
Vendor documentation

What you can do with it

  • Extract structured data from DOCX, PPTX, and XLSX files
  • Parse PDFs and images using local or external AI backends
  • Convert documents between formats like DOCX to HTML or Markdown
  • Generate documents from prompts using AI integration

Source and maintenance

Community listingRegistry 0.13.1Apache-2.0
mcp-registry: io.github.sunholo-data/parse@0.13.1Source repositoryProject website
Last repository push
Latest release
sdk-v0.13.1
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

@ailang/parse 0.13.1

npmnpx
@ailang/parse package definition
{
  "version": "0.13.1",
  "transport": "stdio",
  "identifier": "@ailang/parse",
  "runtimeHint": "npx",
  "registryType": "npm",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp",
      "valueHint": "subcommand"
    }
  ],
  "environmentVariables": [
    {
      "name": "DOCPARSE_API_KEY",
      "description": "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/"
    },
    {
      "name": "AILANG_PARSE_MCP_URL",
      "description": "Override the hosted MCP endpoint. Defaults to https://docparse.ailang.sunholo.com/mcp/"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "ailang-parse-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse@0.13.1",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<YOUR_DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<YOUR_AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "ailang-parse-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse@0.13.1",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<YOUR_DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<YOUR_AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "ailang-parse-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse@0.13.1",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<YOUR_DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<YOUR_AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "ailang-parse-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse@0.13.1",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<YOUR_DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<YOUR_AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

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