AILANG Parse is answering right now. Last checked 10 min ago. 1 557 installs a week from pypi. It exposes 10 tools. Last commit 17 Sep 2026.
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.
Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 12 August 2026. No other catalogue keeps this.
We read the source, 18 h ago · tools taken from the live server · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
этот файл ставится пользователю, но в репозитории его нет
return filepath.Join(base, configDirName)
out = subprocess.run(
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 10 min ago.
claude mcp add parse --transport http https://docparse.ailang.sunholo.com/mcp/
{
"mcpServers": {
"parse": {
"url": "https://docparse.ailang.sunholo.com/mcp/"
}
}
}
[mcp_servers.parse]
url = "https://docparse.ailang.sunholo.com/mcp/"
{
"mcpServers": {
"parse": {
"url": "https://docparse.ailang.sunholo.com/mcp/"
}
}
}
{
"mcpServers": {
"parse": {
"url": "https://docparse.ailang.sunholo.com/mcp/"
}
}
}
This one needs environment variables set before it will start:
DOCPARSE_API_KEY (AILANG Parse API key (dp_...). Optional — the bridge auto-loads keys saved at ~/.config/ailang-parse/credentials.json. Get one from https://www.sunholo.com/ailang-parse/), AILANG_PARSE_MCP_URL (Override the hosted MCP endpoint. Defaults to https://docparse.ailang.sunholo.com/mcp/).
The author declared them in the registry entry; get the values from the project itself.
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
editDocument
getUploadUrl
mcpAccount
mcpAuth
mcpAuthPoll
mcpConvert
mcpEstimate
mcpFormats
mcpParse
submit_feedback
Tools this server used to expose. Anything built against them stopped working on the day they went.
agentCard
apiSamples
apiTools
capabilities
convertDocument
deviceAuthApprove
deviceAuthInspect
deviceAuthPoll
deviceAuthRequest
estimate
formats
getKeyUsage
health
listApiKeys
myEntitlements
parseFileSecure
partitionGeneral
pricing
requestHistory
requestReplay
revokeApiKey
rotateApiKey
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://docparse.ailang.sunholo.com/mcp/ | streamable-http | answering | 104 ms | 10 min ago |
Deterministic PDF tools for AI agents: inspect fields, fill forms, merge PDFs, invoices.
Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.
Create, preview, inspect, verify, and compile deterministic PDF documents with Fullbleed.
Send AI-made document changes for human review, then read the decisions back.
Treat a Google Doc like a local file: content editing, tracked-changes review, comments, tables.
Convert PDF, DOCX, XLSX, PPTX, HTML, audio to token-efficient Markdown for any MCP client.
Compare PDF, DOCX, and TXT documents from any AI agent: diff, change summary, and PDF export.
Convert documents and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scanned files, any URL.
Answers built from our own checks of this server.