dsh-tables

Messy CSV in, checkable table out: dedupe, merge, reshape, diff two tables on a key, reconcile ledgers in integer cents — every count/money result carries an in-code arithmetic proof.

What & why

If the numbers don't reconcile the response says so instead of returning a plausible-looking table. reconcile_ledger compares in integer cents, so 0.1+0.2 never invents a phantom difference. Nothing here calls a model: same input, same output, forever free.

Every set ships what_can_you_do — describe a task in any language, get the exact tool + a ready-to-run call.

Install

dsh plugin --profile <your-profile> add github:mario03690/dsh-tables

Thin config layer only (one @deepseek-ai/dsh-mcp-client row, shipped as cordis.patch.yml) — no tool code runs on your machine. Built against the MCP client config shape of the dsh v0.1 developer preview (2026-08-13); if a later preview changes it, open an issue for a same-day fix.

Cost, quota, privacy

Free anonymous quota, no signup; every response reports its exact USD cost; failed calls are not charged. Documents are processed in memory and not retained. The config URL carries ?s=dsh-table — a channel tag identifying the install path, not you.

Disclosure: built and run by the team behind ainetcafe.com — our own service, free tier plus paid usage. Full bundle (everything at once): dsh-netcafe. MIT.