DirectoryMCP serversProductivity & documents

AILANG Parse: MCP server (Productivity & documents) in 2026

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

Verified working on 2026-10-27 Rank 6 of 60 in Productivity & documents. Source: MCP Registry record, checked 2026-10-27.

Key facts

TypeMCP server, remote (streamable HTTP)
CategoryProductivity & documents
Endpointhttps://docparse.ailang.sunholo.com/mcp/
Registry nameio.github.sunholo-data/parse
Version (registry)0.13.1
Published in registry2026-09-01
Registry record updated2026-09-01
Repositoryhttps://github.com/sunholo-data/ailang-parse
Websitehttps://www.sunholo.com/ailang-parse/
AuthenticationNone needed for initialize and tools/list (checked anonymously)
Latest checkUp on 2026-10-27, 181 ms to initialize
Tools listed12
Checks passed1 of 1 daily checks
Last verified working2026-10-27
Sourcehttps://registry.modelcontextprotocol.io/v0/servers/io.github.sunholo-data%2Fparse/versions/latest (pulled 2026-10-27)

Tools (12)

createUpload, editDocument, mcpAccount, mcpAuth, mcpAuthPoll, mcpConvert, mcpEstimate, mcpFormats, mcpParse, submit_feedback, uploadDocument, uploadViaHost

Verification history

One probe a day: initialize, then tools/list, nothing else. Last 1 checks: 10-27 up

Install

Claude Code
claude mcp add --transport http parse https://docparse.ailang.sunholo.com/mcp/
Claude (claude.ai, Desktop)

Settings > Connectors > Add custom connector. Name: AILANG Parse. URL: https://docparse.ailang.sunholo.com/mcp/

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

Save as ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (this project).

ChatGPT

Settings > Connectors > Advanced > Developer mode, then Create. Name: AILANG Parse. MCP server URL: https://docparse.ailang.sunholo.com/mcp/. Authentication: No authentication.

Custom connectors need a plan with Developer mode; menu names change between releases.

Hermes Agent
mcp_servers:
  parse:
    url: "https://docparse.ailang.sunholo.com/mcp/"

Add to ~/.hermes/config.yaml, then run /reload-mcp.

Is this your mcp server? Claim this listing to correct facts, add a contact, or tell us you want the upcoming verified badge, downtime alerts and agent-demand analytics. Claiming never changes where it ranks.

Other productivity & documents mcp servers

Within a category, entries sort by (1) latest verification: verified working, then reachable but sign-in required, then failing; (2) share of daily checks that passed; (3) number of sourced facts attached to the entry; (4) median response time of passing checks; (5) name. Nothing else counts. Rankings are never for sale: sponsors and paid plans cannot change an entry's position. Markdown · JSON

AILANG Parse: MCP server (Productivity & documents) in 2026 · Vibe Shipped