SERVER

AILANG Parse

Rank #5791

pulsemcp/sunholo-parse

Deterministic Office parser: track changes, comments, merged cells. Unstructured.io alternative.

First listed
Mar 30, 2026
Last publish date
May 16, 2026
OVERVIEW

AILANG Parse is a Model Context Protocol (MCP) server published by sunholo-data. It ranks #5791 of 58,900 servers tracked on MCP Toplist. AILANG Parse is listed across 2 registries — Official MCP and PulseMCP, with 8 tracked versions. It was first listed on Mar 30, 2026 and most recently updated on May 16, 2026.

STANDING
#5,791of 58,900 tracked serversTop 10%

Ranks ahead of 53,109 of 58,900 servers on MCP Toplist.

CONNECT

Use AILANG Parse

Add AILANG Parse to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.

Remote · HTTP
{
  "mcpServers": {
    "sunholo-parse": {
      "url": "https://docparse.ailang.sunholo.com/mcp/"
    }
  }
}
npm package
{
  "mcpServers": {
    "sunholo-parse": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<your AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Python package (PyPI)
{
  "mcpServers": {
    "sunholo-parse": {
      "command": "uvx",
      "args": [
        "ailang-parse"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<your AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

REGISTRIES

Listed on 2 registries

ORGANIZATION

sunholo-data

Organization
Total servers
1
Total versions
8
VERSIONS

Available versions (8)

VersionPublished
0.7.1May 16, 2026
0.7.0May 16, 2026
0.5.4Apr 24, 2026
0.5.3Apr 9, 2026
0.4.5Apr 8, 2026
0.4.4Apr 8, 2026
0.4.2Apr 8, 2026
0.4.1Apr 8, 2026
FAQ

Frequently asked questions

What is AILANG Parse?
Deterministic Office parser: track changes, comments, merged cells. Unstructured.io alternative.
Who maintains AILANG Parse?
AILANG Parse is maintained by sunholo-data, which publishes 1 MCP server (8 total versions) tracked on MCP Toplist.
Is AILANG Parse an official MCP server?
Yes — AILANG Parse is listed on the Official MCP Registry, alongside PulseMCP.
How many versions does AILANG Parse have?
MCP Toplist tracks 8 versions of AILANG Parse, most recently published on May 16, 2026.
Where can I find the source code for AILANG Parse?
The source code for AILANG Parse is hosted at github.com/sunholo-data/ailang-parse.
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