dsh-netcafe
DeepSeek Harness bundle：一次安装即可将 AI NetCafé 托管的结果工具添加到您的 dsh 配置中——可自行进行算术校验的发票批次和银行对账单、SQL 方言转换，以及从真实中国移动网络观测点测试中国大陆可达性
插件会安装到这里；不确定时保持 web。
npx -y @deepseek-ai/dsh plugin --profile web add github:mario03690/dsh-netcafe#734245087d410bf19b95b160a32ef941cf162763Netcafe 以 dsh-netcafe 发布，当前版本为 0.3.1。Plugin Hub 会校验它的 manifest，并保存精确安装来源，便于复现安装结果。
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.
Tools register as mcp__netcafe__<name>. Start with what_can_you_do — describe your task in
any language and it returns exactly which tools here do it, with ready-to-run calls (deterministic,
free, never rate-limited). The main endpoint exposes the curated core set; 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. |
create_task (watch_reachability) | Subscribe a URL to daily China-reachability checks for 30 days — notified only on state change. Pair it with the live README badge: , refreshed daily. Weekly public report: https://ainetcafe.com/lab/china-weekly |
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
Each pack is also a standalone repo — install exactly one capability set, pay the context cost of nothing else: dsh-china-facts · dsh-watch · dsh-memory · dsh-docflow · dsh-tables · dsh-imagegen (image gen, free trial) · dsh-adversarial-review · dsh-product-planning · dsh-code-review
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 | Reconciliation that refuses to guess. Match a bank statement against a ledger with no shared reference — one invoice paid in instalments, one payment covering several invoices. Ambiguous splits are reported, never forced. Reads and writes real .xlsx (dates restored, leading zeros kept). Also: entity dedupe, table diff, messy-CSV cleanup. |
| Dev kit | /mcp/dev | JSON↔YAML, validate JSON, line diff, regex test, JWT decode, SQL dialect transpile, timezone and unit conversion. |
| Doc flow | /mcp/docs | 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. |
Every tool above is a single call and free. What is not free is having something keep running after your session ends — re-checking a page, re-running a reconciliation each month, watching whether an endpoint is still reachable from mainland China — and telling you only when the answer changes.
create_task(kind="reachability", input="https://your-api.com")
That needs a workspace token (?w=ws_... on the MCP URL). The difference is not the
capability; it is who keeps it alive between your sessions.
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.
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
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.
@deepseek-ai/dsh-mcp-client@0.0.1-rc.1; dsh v0.1 developer preview (released
2026-08-13, Cordis v4) uses the same MCP client config shape, which is the only surface this
bundle touches. If a later preview changes it, open an issue — same-day fix.2025-06-18 over Streamable HTTP and is versioned
independently of dsh.Authorization header (billed to you at direct token
rates), or a per-call x402 payment. Nothing silently fails.remember is
kept against your key until you forget it.?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.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.
MIT
| Signal | This plugin |
|---|---|
| Runtime | dsh v0.1 developer preview (2026-08-13, Cordis v4). Touches only the MCP client config shape — the narrowest surface available. Verified against a live endpoint on 2026-08-17. |
| What runs locally | Nothing. Ships one cordis.patch.yml row; there is no tool code, no build step and no lifecycle script in this package. |
| Filesystem access | None. |
| Shell / process access | None. |
| Network access | Outbound HTTPS to ainetcafe.com only, from the MCP client that dsh already ships. |
| Credentials | None required. No signup, no API key for the free tier. An optional AllRouter key, if you supply one, is sent by dsh as a request header and is never stored by us. |
| Data retention | Documents and prompts are processed in memory and not retained. |
| Dependencies | One peer dependency: @deepseek-ai/dsh-mcp-client (ships with dsh). |
| License | MIT (see LICENSE). |
| Publisher | The team that runs ainetcafe.com — our own hosted service, free tier plus paid usage. Issues get a same-day reply. |
A directory listing is not a security review. Read
cordis.patch.yml— it is short enough to read in full in under a minute.