dsh-netcafe

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

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