Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Description from the maker (original English)
US tariff & trade truth: duty actually paid by origin/HS 2017+, HTS rulebook, CBP rulings. No key.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://trimtabist.com/mcpRun this in your terminal
claude mcp add --transport http us-tariff-ledger https://trimtabist.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"us-tariff-ledger": {
"url": "https://trimtabist.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"us-tariff-ledger": {
"type": "http",
"url": "https://trimtabist.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://trimtabist.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The publisher (trimtabist.com) is not the repo owner (mrsingh86); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 0 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.3.1) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Finance Toolkit, SolidInvoice, Korea Tax Calculator
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
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Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
What US importers actually paid at the border — free, no API key, no signup. Official duty receipts by product and origin, monthly since 2017, reconciled monthly against the US Treasury's own customs receipts (both books: assessed at entry and kept after refunds — May and June 2026 ran negative). Plus the current HTS rulebook with Federal Register citations, CBP classification rulings, HS code search, US containerised imports by origin × commodity × gateway (revision-tracked), and a frozen 2026 archive of own-recorded AIS ship movements. Every response carries its method, its provenance, and its limits, so your agent can verify instead of trust.
Published by [Trimtabist](https://trimtabist.com) — the independent observatory for US trade. 20 pre-registered ruled studies (nulls published), a public corrections log, and the whole collection pipeline open at trimtab-pipeline.
Endpoint (streamable HTTP, no auth):
https://trimtabist.com/mcp
Official MCP registry: com.trimtabist/us-tariff-ledger · 13 tools + an archive router · docs for agents: trimtabist.com/llms.txt · connect guides: trimtabist.com/connect
Carrier tracking data doesn't mean what it says. The same event label can mean "alongside the dock" for one carrier and "waiting at anchor" for another — a difference of hours to days, which is exactly the difference that decides a demurrage clock, a drayage appointment, or a customer promise. Meanwhile the carriers have been closing their doors to automated readers: several now block AI crawlers *by name* in robots.txt, and not one of the top ten runs a public developer portal.
So the software now making shipping decisions is arguing from paperwork it cannot check. This instrument offers the other half: physics. A ship is either moving or it isn't; it is either alongside a container terminal or it isn't. AIS says so, we record it continuously, and we publish what we see — including what we can't.
Claude Code:
claude mcp add --transport http trimtab-ais https://ais.trimtabist.com/mcp
Claude Desktop or any MCP client (HTTP transport):
{ "mcpServers": { "trimtab-ais": { "url": "https://ais.trimtabist.com/mcp" } } }
Clients that require stdio:
{ "mcpServers": { "trimtab-ais": { "command": "npx", "args": ["-y", "trimtab-ais"] } } }
npm i trimtab-ais
import { gatewayConditions, vesselStatus, hasVesselBerthed } from 'trimtab-ais';
const la = await gatewayConditions('us_la_longbeach'); // → { gateways: [{ at_berth: { by_class: { container: 8, tanker: 3, ... } }, // at_anchor: { ... }, container_terminals: { "LA Pier 400 (APM)": [...] } }], // as_of, method, coverage, source, attribution }
await vesselStatus('MSC DARLENE'); // → moored, container, 366 m, LA Terminal Island (Fenix/Everport), since 2026-07-26T14:47Z
await hasVesselBerthed('EVER MEGA', 72); // → { berthed: true, events: [{ at, gateway, terminal, queue_wait_min }] }
Or from the shell, with no install:
npx trimtab-ais gateway us_savannah
npx trimtab-ais vessel "ONE ORPHEUS" npx trimtab-ais berthed "MSC DARLENE" 48
Or straight over HTTPS — it is plain JSON-RPC:
curl -X POST https://ais.trimtabist.com/mcp -H 'Content-Type: application/json' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call", "params":{"name":"gateway_conditions","arguments":{"gateway":"us_ny_nj"}}}'
| Tool | Answers |
|---|---|
gateway_conditions | What's happening at a gateway now — vessels at berth and at anchor, classified (container / bulk-general / tanker / service), with container terminals named |
vessel_status | Where a vessel is, what it's physically doing, which terminal, since when, declared destination |
has_vessel_berthed | Whether a vessel berthed within a lookback window — timestamp, terminal, anchorage wait if it queued |
recent_events | The event stream: arrivals, anchorings, berthings, departures, and semantic notes |
US Trade Ledger series tools (Census-recorded port trade + cross-checks):
| Tool | Answers |
|---|---|
list_instruments | Every instrument and data series, with provenance grade and trust state — start here |
describe_series | What one series measures: unit, source, method, citation, coverage |
query_series | The data: monthly US port trade by country & commodity, vessel events, ETA reliability |
check_agreement | Census customs records vs live AIS observation — where independent instruments disagree, one is wrong |
search_series | Find series by plain language: "imports from india", "houston", "vessel arrivals" |
Gateways: us_la_longbeach us_ny_nj us_savannah us_houston us_charleston us_norfolk us_oakland us_seattle_tacoma
An instrument that hides its blind spots isn't an instrument.
[Read the method →](https://ais.trimtabist.com/method) — sources, state-machine thresholds, how container ships are distinguished from bulkers (AIS type codes can't), known limits, and the correction policy. Written so a stranger can reproduce the numbers, or prove them wrong.
Data CC BY 4.0, code Apache 2.0. Use it commercially, build on it, redistribute it — with attribution:
Trimtab AIS (ais.trimtabist.com), built by Mrigank Singh
Not for regulatory or safety-of-life reliance; no warranty. If you find it wrong, tell me — corrections are published, with the size of the error quantified.
Built and maintained by [Mrigank Singh](https://mriganksingh.ai), who moves containers for a living — co-founder & COO of Intoglo, an India→US freight forwarder. This is the live-observation layer of the Trimtab US Trade Ledger, which measures what trade data actually says versus what actually happens.