AILANG Parse

Connect Remote server

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

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

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

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

Tools 10 found in our last check

• createUpload

  Get one-time upload links for files in your sandbox or workspace, when you can run shell commands with network access (Claude Code, Codex, a code sandbox). One token PER FILE: a token uploads exactly one file. For several files set count (1..20) to get that many descriptors in o…

• editDocument

  Edit a document: parse it, apply a JSON array of edit deltas, and return the modified blocks (same shape as mcpParse with outputFormat "blocks"). deltas "" or "[]" returns the document unchanged. Office formats only: docx, pptx, xlsx, odt, odp, ods. Give the document ONE way: fi…

• mcpAccount

  Your AILANG Parse account: plan, monthly usage and limits, your keys, and whether request history is kept. Actions: "status" (default) → plan, usage this month and remaining allowance "keys" → your keys with per-key usage ("usage" is an alias) "history" → whether request history…

• mcpConvert

  Create a document in another format: docx, pptx, xlsx, odt, odp, ods, html, md or qmd. To write a new document, write Markdown and send it as content with filename "notes.md" (headings become slides in pptx). To convert an existing document, give it ONE way: fileRef: a file the…

• mcpEstimate

  Estimate cost and latency for parsing a document. Accepts a file path or sample_id. No auth required. Returned through mcpOutput, like every other MCP tool: a JSON value (not a double-encoded string) without request_id/meta, which OpenAI review forbids in tool results. The REST…

• mcpFormats

  What AILANG Parse can read and write, how to send it a document, and the sample documents you can try without one. No sign-in needed.

• mcpParse

  Parse a document into structured blocks, Markdown, HTML or A2UI, or a short summary of it. Give the document ONE way: fileRef: an uploaded file (mcp-file://docparse/file_...). The same user can use it again for 30 minutes after the first use (more parts, another format), then it…

• submit_feedback

  Anonymous bug report / feature request / docs gap, queued for human review. Default routing: `public-feedback` inbox (general AILANG). Pass `package="vendor/name"` (e.g. "sunholo/auth") to route to that package's `pkg:vendor/name` inbox where its autonomous agent watches. Catego…

• uploadDocument

  Let the user pick a file to parse: shows the AILANG Parse card with a Choose file button. The card uploads the file and tries to summarise it for you; either way you get its fileRef. Then call mcpParse with that fileRef for the content (the same user can reuse it for 30 minutes;…

• uploadViaHost

  Receive a file from the AILANG Parse upload widget, relayed by the host as base64. Only the widget calls this; ticket is the upload token it holds.

Details

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  Checked Bulgarian public-service facts, legal deadlines and official documents, with sources.

• Craft Quantities: construction material calculators

  Construction quantities from cited calculators, takeoffs, planners, drawings, cut plans. No prices.

• step2gcode

  Turn STEP, DXF and SVG files into CNC milling and laser G-code for GRBL, LinuxCNC, Mach3 and more.

• StickerByVIN

  Check whether a car's original window sticker (Monroney label) is on file for a VIN, plus recalls.

• BDK Native

  Turn a web app from Lovable, Bolt, Replit, Base44, Bubble or any stack into iOS and Android apps.

• Unique.domains

  Domain status, WHOIS records, nine registrars' daily prices, renewal traps and auctions. No key.