dsh-netcafe

A DeepSeek Harness bundle that adds AI NetCafé's hosted outcome tools to your dsh profile in one install.

It is a thin configuration layer — it ships no tool code of its own. All it does is insert one pre-configured @deepseek-ai/dsh-mcp-client row pointing at a remote MCP server, so you don't have to hand-write the YAML. If you'd rather write those six lines yourself, the config is documented here and you don't need this package.

What you get

Tools register as mcp__netcafe__<name>. The main endpoint exposes 24 curated tools; a few worth naming:

Tool	What it does
extract_invoices	A batch of up to 20 invoices → one ledger-ready table. Every row is checked in code — net + tax must equal gross — and the batch total is re-added independently, so a row the model misread is flagged with the exact difference instead of quietly landing in your books. Mixed currencies get no batch total on purpose: adding them would be an accounting error.
extract_statement	Bank/credit statement PDF → structured transactions, with an arithmetic reconciliation check (opening + credits − debits = closing). If it doesn't balance, it says so and points at the row where the running total first breaks, instead of handing you clean-looking wrong data.
extract_tables	Tables out of PDFs, with schema alignment — give it a target column set and heterogeneous documents come back on the same columns. Rows it isn't sure about are flagged, not guessed.
transpile_sql	SQL between dialects (mysql, postgres, bigquery, snowflake, clickhouse, doris, starrocks, …). Deterministic — a real parser, not a model — so the same input always gives the same output, and syntax errors come back with line and column.
china_reachability	Whether a URL is reachable from a real mainland-China network vantage point, with latency, HTTP status and the IP that China's DNS resolves to. The server genuinely sits on a China Mobile backbone; this is not a guess from an overseas VPS.
check_resume	Whether an ATS can actually parse a résumé (text extractable, contacts findable, multi-column layouts, tables). Rule-based and reproducible — same file, same score tomorrow.
remember / recall	Cross-session memory. Keyed to your AllRouter key or an anonymous workspace token, so a later session — or a different machine — picks up where you left off.
create_task	Hand a recurring job to a hosted runner (watch a page, re-run a question on a schedule). It runs on our servers and notifies you only when the result actually changes, so nothing has to stay open on your side.

Full list: https://ainetcafe.com/tools

Or install just one pack

One dsh profile rarely needs both spreadsheet cleanup and the Chinese lunar calendar, and every tool description costs tokens on every session. So the same tools are also served as four focused endpoints — pick one and you only pay the context cost of what you actually use.

Pack	Endpoint	What it is
Tables	/mcp/table	Messy CSV in, clean checkable table out. Dedupe, merge, transpose, wide→long, find what differs between two tables, reconcile two ledgers.
Dev kit	/mcp/dev	JSON↔YAML, validate JSON, line diff, regex test, JWT decode, SQL dialect transpile, timezone and unit conversion.
Doc flow	/mcp/paper	Markdown → PDF / Word / PowerPoint / EPUB / HTML, and PDFs merged, split, rotated, watermarked.
China facts	/mcp/cn	Mainland reachability from a real China backbone, statutory holidays including make-up workdays, offline ID and mobile-number validation, lunar calendar.

To use one instead of the full catalogue, comment out the mcp-netcafe row in cordis.patch.yml and uncomment the pack you want — the rows are already there.

All four are listed in the official MCP registry as com.ainetcafe/netcafe-tables, -devkit, -docflow and -china.

Nothing in these four packs calls a language model or a third-party API. They compute locally on our own servers, so results are deterministic and repeatable, and they cannot break because someone else changed their API. Anything involving counts or money returns its own arithmetic proof — and says so plainly when the numbers do not reconcile, instead of handing back a table nobody can check.

Install

dsh plugin --profile <your-profile> add dsh-netcafe

@deepseek-ai/dsh-mcp-client is a peer dependency — it ships with dsh, so in a normal install you already have it. If your profile doesn't, add it explicitly:

dsh plugin --profile <your-profile> add @deepseek-ai/dsh-mcp-client

Uninstall

dsh plugin --profile <your-profile> remove dsh-netcafe

That removes the bundle's layer; no state is left behind on your machine. Anything you stored with remember lives on the server against your key — call forget first if you want it gone.

Supported versions

• Tested against @deepseek-ai/dsh-mcp-client@0.0.1-rc.1 (the version published 2026-08-10) and the developer-preview dsh from that same window.
• dsh is in developer preview and its maintainers explicitly warn about compatibility-breaking changes. This bundle deliberately depends only on the MCP client's config shape — the narrowest surface available — but if dsh renames or restructures that plugin, this will break until updated. Open an issue and it'll be fixed.
• The MCP server itself speaks protocol 2025-06-18 over Streamable HTTP and is versioned independently of dsh.

Cost, quota and privacy

• Free anonymous quota, no signup. Every response reports the exact USD it cost.
• When the free quota runs out, the response tells you how to continue — either an AllRouter key in an Authorization header (billed to you at direct token rates), or a per-call x402 payment. Nothing silently fails.
• Documents you send are processed in memory and not retained. Memory you store with remember is kept against your key until you forget it.
• The URL in the bundled config carries ?s=dsh-plugin. That is a channel tag so we can tell which distribution path actually gets used — it identifies the path, not you. Drop it by writing your own config row if you'd rather not send it.

Disclosure

Built and maintained by the people who run ainetcafe.com — this is our own service, not a neutral third-party integration. The tools have a free tier and paid usage beyond it.

License

MIT