AILANG Parse

Name: AILANG Parse
Author: sunholo-data

MCP serverMCP

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

by sunholo-datarepository ↗homepage ↗v0.13.1

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Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability3/3 checks ok

30 days agotoday

when	check	result	http	latency	detail
5 min ago	mcp initialize	ok	200	45 ms	server ailang-api 0.8.1 · protocol 2025-06-18 · 10 tools
7 h ago	mcp initialize	ok	200	51 ms	server ailang-api 0.8.1 · protocol 2025-06-18 · 10 tools
14 h ago	mcp initialize	ok	200	51 ms	server ailang-api 0.8.1 · protocol 2025-06-18 · 10 tools
22 h ago	mcp initialize	ok	200	45 ms	server ailang-api 0.8.1 · protocol 2025-06-18 · 10 tools

Tools observed via MCP handshake

editDocument — Parse a document, apply JSON edit deltas, and return the modified blocks as JSON (same format as POST /api/v1/parse with outputFormat=blocks). filepath: upload
getUploadUrl — Request a pre-authenticated GCS upload URL for direct file upload. Business tier only. The returned URL allows the client to PUT file content directly to GCS, b
mcpAccount — View account info, pricing, entitlements, or list keys. Actions: "status" (default) → tier, quota, usage from /me/entitlements "pricing" → public
mcpAuth — Start device authorization to get an API key. Returns device_code, user_code, and verification URL. The agent should display the verification URL to the user, w
mcpAuthPoll — Poll for device authorization completion. Returns "pending" (keep polling every 5s), "approved" (with api_key and tier), or "expired" (start over with mcpAuth).
mcpConvert — Convert a document to another format. Targets: html, md, qmd, docx, pptx, xlsx, odt, odp, ods. `input` is a file path, a sample_id, an https:// URL, or a gs://
mcpEstimate — Estimate cost and latency for parsing a document. Accepts a file path or sample_id. No auth required.
mcpFormats — Supported formats, samples, and service capabilities. No auth required. Delegates to package implementation. Single source of truth lives in pkg/sunholo/ailang_
mcpParse — Parse a document. Accepts a file path or sample_id (e.g. "sample_docx_formatting"). The hosted server requires a valid dp_ API key — get one via mcpAuth. Output
submit_feedback — Anonymous bug report / feature request / docs gap, queued for human review. Default routing: `public-feedback` inbox (general AILANG). Pass `package="vendor/nam

Declared by sources

What the publisher says

Attributed to the source that supplied each field. Treated as claims, not facts.

No long description beyond the summary.

ailangailang-parsedocparsedocument-parsingoffice-parserunstructured

kind ← Official MCP Registry

name ← Official MCP Registry

repoUrl ← Official MCP Registry

summary ← Official MCP Registry

version ← Official MCP Registry

description ← Official MCP Registry

homepageUrl ← Official MCP Registry

publisherName ← Official MCP Registry

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registryio.github.sunholo-data/parse

first seen 22 h ago · fetched 22 h agoopen ↗

PyPIailang-parse

first seen 22 h ago · fetched 22 h agoopen ↗

Field history (8 recent events)

22 h ago · observed · packageFacts → {"name":"ailang-parse","registry":"pypi","publishedAt":"2026-09-01T15:59:21.996794Z","latestVersion":"0.13.1"}
22 h ago · declared · description → "Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells."
22 h ago · declared · publisherName → "sunholo-data"
22 h ago · declared · homepageUrl → "https://www.sunholo.com/ailang-parse/"
22 h ago · declared · summary → "Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells."
22 h ago · declared · version → "0.13.1"
22 h ago · declared · protocols → ["mcp"]
22 h ago · declared · repoUrl → "https://github.com/sunholo-data/ailang-parse"

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Evidence

What the publisher says

Capabilities

Where this record came from