SERVER

AILANG Parse

Rank #4,260

io.github.sunholo-data/parse

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

14 versions

by sunholo-data (1 servers)View repository ↗Claim this server

First listed

Mar 30, 2026

Last publish date

Sep 1, 2026

OVERVIEW

AILANG Parse is a Model Context Protocol (MCP) server published by sunholo-data. It ranks #4,260 of 132,046 servers tracked on MCP Toplist. AILANG Parse is listed across 2 registries — Official MCP and PulseMCP, with 14 tracked versions. It was first listed on Mar 30, 2026 and most recently updated on Sep 1, 2026.

STANDING

#4,260of 132,046 tracked serversTop 5%

Ranks ahead of 127,786 of 132,046 servers on MCP Toplist.

CONNECT

Use AILANG Parse

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Remote · HTTP

claude mcp add --transport http parse https://docparse.ailang.sunholo.com/mcp/

npm package

claude mcp add parse -e "DOCPARSE_API_KEY=<your DOCPARSE_API_KEY>" -e "AILANG_PARSE_MCP_URL=<your AILANG_PARSE_MCP_URL>" -- npx -y @ailang/parse mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

claude mcp add parse -e "DOCPARSE_API_KEY=<your DOCPARSE_API_KEY>" -e "AILANG_PARSE_MCP_URL=<your AILANG_PARSE_MCP_URL>" -- uvx ailang-parse mcp

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.parse]
url = "https://docparse.ailang.sunholo.com/mcp/"

Add to ~/.codex/config.toml.

npm package

[mcp_servers.parse]
command = "npx"
args = ["-y", "@ailang/parse", "mcp"]

[mcp_servers.parse.env]
DOCPARSE_API_KEY = "<your DOCPARSE_API_KEY>"
AILANG_PARSE_MCP_URL = "<your AILANG_PARSE_MCP_URL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.parse]
command = "uvx"
args = ["ailang-parse", "mcp"]

[mcp_servers.parse.env]
DOCPARSE_API_KEY = "<your DOCPARSE_API_KEY>"
AILANG_PARSE_MCP_URL = "<your AILANG_PARSE_MCP_URL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Remote · HTTP

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

Settings → Connectors → “Add custom connector”, then paste this URL.

npm package

{
  "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>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "parse": {
      "command": "uvx",
      "args": [
        "ailang-parse",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<your AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "parse": {
      "url": "https://docparse.ailang.sunholo.com/mcp/"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

npm package

{
  "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>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "parse": {
      "command": "uvx",
      "args": [
        "ailang-parse",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<your AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "servers": {
    "parse": {
      "type": "http",
      "url": "https://docparse.ailang.sunholo.com/mcp/"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

npm package

{
  "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>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "parse": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ailang-parse",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<your AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "parse": {
      "serverUrl": "https://docparse.ailang.sunholo.com/mcp/"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

npm package

{
  "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>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "parse": {
      "command": "uvx",
      "args": [
        "ailang-parse",
        "mcp"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your DOCPARSE_API_KEY>",
        "AILANG_PARSE_MCP_URL": "<your AILANG_PARSE_MCP_URL>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "parse": {
      "url": "https://docparse.ailang.sunholo.com/mcp/"
    }
  }
}

npm package

{
  "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>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "parse": {
      "command": "uvx",
      "args": [
        "ailang-parse",
        "mcp"
      ],
      "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.

BADGE

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Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.sunholo-data%2Fparse.svg)](https://mcptoplist.com/server/io.github.sunholo-data%2Fparse)

HTML

<a href="https://mcptoplist.com/server/io.github.sunholo-data%2Fparse"><img src="https://mcptoplist.com/badge/io.github.sunholo-data%2Fparse.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 2 registries

Official MCP

PulseMCP

ORGANIZATION

sunholo-data

Organization

sunholo-data

Servers in org

Versions across org

VERSIONS

Available versions (14)

Version	Published
0.13.1	Sep 1, 2026
0.12.0	Aug 14, 2026
0.11.0	Aug 13, 2026
0.10.0	Aug 12, 2026
0.9.0	Aug 11, 2026
0.8.0	May 29, 2026
0.7.1	May 16, 2026
0.7.0	May 16, 2026
0.5.4	Apr 24, 2026
0.5.3	Apr 9, 2026
0.4.5	Apr 8, 2026
0.4.4	Apr 8, 2026
0.4.2	Apr 8, 2026
0.4.1	Apr 8, 2026

FAQ

Frequently asked questions

Who maintains AILANG Parse?: AILANG Parse is maintained by sunholo-data, which publishes 1 MCP server (14 total versions) tracked on MCP Toplist.
Is AILANG Parse listed on the Official MCP Registry?: Yes — AILANG Parse is listed on the Official MCP Registry, alongside PulseMCP.
How many versions does AILANG Parse have?: MCP Toplist tracks 14 versions of AILANG Parse, most recently published on Sep 1, 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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