netcafe-tables

Name: netcafe-tables
Author: com.ainetcafe

MCP serverMCP

Messy spreadsheets in, clean checkable tables out. Every result carries its arithmetic proof.

Listed on its own since 2026-09-25. Until then it was part of ai-netcafe, where its earlier checks remain.

by com.ainetcaferepository ↗homepage ↗v1.0.0

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Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability55/55 checks ok

when	check	result	http	latency	detail
5 h ago	mcp initialize	ok	200	731 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
11 h ago	mcp initialize	ok	200	730 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
17 h ago	mcp initialize	ok	200	728 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
24 h ago	mcp initialize	ok	200	712 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
31 h ago	mcp initialize	ok	200	838 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
2 d ago	mcp initialize	ok	200	848 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
2 d ago	mcp initialize	ok	200	750 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
2 d ago	mcp initialize	ok	200	654 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
2 d ago	mcp initialize	ok	200	783 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools
3 d ago	mcp initialize	ok	200	744 ms	server netcafe-tables 1.5.0 · protocol 2025-06-18 · 15 tools

Tools observed via MCP handshake

what_can_you_do — Describe a task in plain language (any language) and get back exactly which tools on this server do it, with ready-to-run example calls — instead of reading the
csv_to_qbo — Convert a transaction CSV into a .qbo / OFX bank-feed file that QuickBooks and similar accounting software import directly. Needs date, description and amount c
diff_tables — Matches rows across two CSVs on a key column and reports three things: keys only in A, keys only in B, and keys in both whose other columns disagree — naming th
clean_table — Tidies a spreadsheet export: removes duplicate rows, trims whitespace (half-width and full-width — Chinese exports are full of 　), unifies the half-dozen ways a
merge_tables — Combines up to 20 CSVs into a single table. Headers do not have to match: columns are unioned and a file missing a column contributes blanks for it, so rows nev
reconcile_ledger — Reconciles two sets of records — your books against a bank, platform, or supplier statement. Matches rows on a key column, compares an amount column, and return
fix_csv_encoding — Detect the real encoding of a CSV (GB18030, Shift-JIS, Windows-1252…), repair mojibake (UTF-8 that was read as Latin-1, e.g. "Ã©"), and re-emit UTF-8 with a BOM
read_xlsx — Read an Excel .xlsx workbook (by URL) into rows — every sheet, or one you name. Returns cell values (not formula text), dates as YYYY-MM-DD instead of Excel ser
write_xlsx — Build an Excel .xlsx file from rows (CSV text or JSON arrays), optionally several sheets at once. Numbers are written as real numbers so they sum in Excel, whil
match_transactions — Match bank statement lines to ledger/invoice entries when there is NO shared key — by amount, date window, reference numbers found inside free-text descriptions
dedupe_entities — Find records in a supplier/customer/store list that are probably the SAME entity under different names — "北京星辰科技有限公司" vs "星辰科技(北京)" — by cross-checking name sim
csv_to_md_table — CSV (text or URL) → GitHub-flavoured Markdown table.
csv_to_chart — CSV (first column = labels, second = values) → chart PNG in one call.
csv_to_json — CSV (text or URL) → JSON array of objects (first row = keys). Returns a .json file.
json_to_csv — JSON array of objects → CSV file. Flattens keys, quotes fields containing commas.

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kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

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Official MCP Registrycom.ainetcafe/netcafe-tables

first seen 1 mo ago · fetched 23 h agoopen ↗

Field history (7 recent events)

15 d ago · declared · summary → "Messy spreadsheets in, clean checkable tables out. Every result carries its arithmetic proof."
15 d ago · declared · description → "Messy spreadsheets in, clean checkable tables out. Every result carries its arithmetic proof."
15 d ago · declared · publisherName → "com.ainetcafe"
15 d ago · declared · homepageUrl → "https://ainetcafe.com/duizhang"
15 d ago · declared · repoUrl → "https://github.com/mario03690/ai-netcafe"
15 d ago · declared · version → "1.0.0"
15 d ago · declared · protocols → ["mcp"]

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Evidence

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