xippios-usda-gats

Typed Python client, MCP server and FastAPI routes for USDA FAS Global Agricultural Trade System, part of the xippios SDK family. Names and semantics follow the upstream documentation; every response carries release metadata (source, endpoint, retrieved_at, published_at, vintage).

Install

uv add xippios-usda-gats            # client only
uv add "xippios-usda-gats[mcp]"     # + MCP server
uv add "xippios-usda-gats[http]"    # + FastAPI router

Set DATA_GOV_API_KEY in the environment. Nothing is read from files.

Related MCP server: census-trade-mcp-server

30-second example

from xippios.usda.gats import get_census_exports, get_census_release_dates
from xippios.usda.gats.models import ProductType

result = get_census_exports("CH", 2026, 8, hs10_code="02")  # US exports to China, August 2026
len(result.data)  # 26: the month's HS10 products of chapter 02, of 777 in all
row = result.data[0]
row.hs10_code, row.value, row.quantity1  # "0201206000", Decimal("30819.0"), Decimal("1018.0")
result.meta.vintage  # "2026-10-06T08:00:00": the month's release time, as upstream states it
result.meta.published_at  # None: upstream's release time carries no time zone
result.meta.request  # {"partner_code": "CH", "year": 2026, "month": 8, "hs10_code": "02"}
result.meta.retrieved_at

releases = get_census_release_dates(ProductType.X)  # X exports, M imports
releases.data[0]  # statistical_year_month="202608", release_time_stamp=2026-10-06 08:00 (naive)

partner_code is GATS's own two-character code, not ISO ("CH" China, "MX" Mexico, "JA" Japan), checked against the countries list packaged in reference/ before any call; an unknown code is refused, naming close codes where the list has any and example codes otherwise, since GATS answers it with an empty list. month is 1 to 12 and year four digits; hs10_code keeps the products whose code starts with it, a full ten-digit code for one product or a prefix such as a chapter, applied after the one data request. get_census_imports takes the same arguments and adds five consumption and CIF fields per record.

Each data task makes two requests, its flow's release list and the month, or only the second while the client's cache holds the list, for an hour. A month the list lacks (not released yet, or before January 1967) raises NotFoundError naming the months released; a listed partner without trade in a released month is an empty list. meta.vintage is the month's release time from that list, as upstream states it ("2026-10-06T08:00:00" for August 2026): upstream's identifier of the release that last revised the figures, since Census applies corrections once a year and the list records only each month's latest release. The month itself is in meta.request and in every record's date. For up to an hour after a release the cached list may still give a revised month the previous release's time, or refuse a month just released, and the refusal says when the list was fetched: an accepted lag. meta.published_at stays None: core's ResultMeta takes only a timezone-aware time, and FAS states no zone for its release times, which get_census_release_dates returns as upstream states them.

MCP

{
  "mcpServers": {
    "usda-gats": {
      "command": "uvx",
      "args": ["--from", "xippios-usda-gats[mcp]", "xippios-usda-gats-mcp"],
      "env": { "DATA_GOV_API_KEY": "..." }
    }
  }
}

Tools are read-only and named usda_gats_<verb>_<noun>. Results are capped, at 200 rows or 64 KB unless a tool has a cap of its own, with a note on the rows left out: one partner-month is one row per HS10 product (777 rows for exports to China in August 2026, 3,294 for imports), so the notes of usda_gats_get_census_exports and usda_gats_get_census_imports name hs10_code; usda_gats_get_census_release_dates, which has no filter, returns the newest 200 months, more than sixteen years, with a note that says so. --http serves streamable HTTP instead of stdio.

Status

The other fourteen GATS operations of the snapshot (docs/upstream/) are not wrapped yet. Alpha: the public surface may change in a minor version before 1.0 (conventions §12); CHANGELOG.md lists every change.

Every request counts against api.data.gov's quota of 1,000 requests per hour per key, shared by every package using the same DATA_GOV_API_KEY (xippios-usda-psd and xippios-usda-esr among them); a release list answered from the client's cache spends none. The client keeps its own pace of one request per second; once the quota is spent it waits for the quota to come back when that takes at most 30 s, and otherwise raises RateLimitError with retry_after instead of sending.

Upstream terms and attribution

Data comes from USDA FAS Global Agricultural Trade System (https://apps.fas.usda.gov/gats/default.aspx) under its own terms of use; this package adds no rights to it. Documentation snapshot: docs/upstream/.

Licence

Apache-2.0. See LICENSE.