About Usgs Mrdata
Usgs Mrdata brings the USGS Mineral Resources Data System to MCP, covering about 300,000 mines, prospects, occurrences, and processing plants worldwide. Users can search sites by location, name, or commodity, retrieve individual records, and count commodity sites in an area.
Key features
- 01Search sites by bounding box, name, or commodity
- 02Retrieve a full record for one deposit
- 03Count commodity sites in an area
- 04Provide a commodity code reference list
Use cases
- 01Find mineral sites in a specified area
- 02Review a deposit's development status and record
- 03Count types of mineral sites in a region
MCP support
It exposes tools for mineral-site search, individual record retrieval, and commodity counts to MCP clients. It can connect through the Pipeworx remote service or run as a local stdio MCP server.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://gateway.pipeworx.io/usgs-mrdata/mcpclaude mcp add --transport http pipeworx-io-usgs-mrdata https://gateway.pipeworx.io/usgs-mrdata/mcp{"mcpServers":{"pipeworx-io-usgs-mrdata":{"type":"http","url":"https://gateway.pipeworx.io/usgs-mrdata/mcp"}}}Open in Cursor{"servers":{"pipeworx-io-usgs-mrdata":{"type":"http","url":"https://gateway.pipeworx.io/usgs-mrdata/mcp"}}}Open in VS Code{"mcpServers":{"pipeworx-io-usgs-mrdata":{"type":"http","url":"https://gateway.pipeworx.io/usgs-mrdata/mcp"}}}{"mcpServers":{"pipeworx-io-usgs-mrdata":{"serverUrl":"https://gateway.pipeworx.io/usgs-mrdata/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project README@pipeworx/usgs-mrdata
The USGS Mineral Resources Data System (MRDS) — ~300,000 mines, prospects, occurrences and processing plants worldwide, with commodity, deposit type, development status, production history and bibliography.
Part of Pipeworx — an MCP gateway connecting AI agents to 1684+ live data sources.
Tools
mrdata_search_deposits(bbox?, name_contains?, commodity?, limit?)— sites with deposit id, name, development status, coordinates and commodity codes.mrdata_deposit(dep_id, sections?)— the full record for one deposit.mrdata_commodities(bbox?, sample_size?)— commodity site counts for an area, or the code reference list.
Auth
Keyless.
Data sources
https://mrdata.usgs.gov/services/wfs/mrds— OGC WFS point layer (search).https://mrdata.usgs.gov/mrds/json/<dep_id>— full record for one deposit.
Things the next person would otherwise rediscover:
- The WFS speaks GML only.
outputformat=geojsonandapplication/jsonare both rejected by name; only GML 2.1.2 and GML 3.1.1 are advertised. - Use
version=1.0.0for bbox queries. WFS 1.1.0 flips EPSG:4326 to lat,lon and a 1.0.0-style bbox then returns ZERO features with no error at all. PropertyIsEqualToondep_idfails server-side.PropertyIsLikewith no wildcard works, and is what exact lookup uses.- The per-deposit JSON is a PATH,
/mrds/json/<dep_id>. The query-parameter form answers HTTP 400 with an empty body. - Commodity codes are not element symbols. MRDS codes non-metals with three
letters (
SDGsand and gravel,STNstone,CLYclay,LSTlimestone) and qualifies them with a suffix (STN_Ccrushed stone,PGE_PTplatinum).SDGis the single commonest code in the western US — a two-letter-symbol table leaves it, and most of the database, unnamed.
Quick Start
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"usgs-mrdata": {
"url": "https://gateway.pipeworx.io/usgs-mrdata/mcp"
}
}
}
What this endpoint actually serves
tools/list at https://gateway.pipeworx.io/usgs-mrdata/mcp returns the tools in the table
above plus the shared Pipeworx meta-tools — ask_pipeworx,
discover_tools, search_within, remember/recall and the rest of the
gateway-wide set. So the tool count you see is larger than this table: a
single-pack endpoint currently lists roughly 30 shared tools alongside the
pack's own. The connection's initialize response states its exact scope, and
is the authoritative answer for a given day.
This is deliberate, not multiplexing by accident. The meta-tools are what let a
scoped connection answer a question this pack does not cover — via
ask_pipeworx, which routes across the whole catalog — without you adding a
second MCP server. There is currently no way to mount a pack endpoint without
them; if the extra schemas cost you more context than the routing is worth,
connect to the full gateway once rather than to several pack endpoints.
Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}
Both URLs reach the same gateway and the same 1684+ data sources. The
only difference is which pack's tools are listed directly; ask_pipeworx
reaches all of them from either one.
No MCP client? Call it over HTTP
curl -X POST https://gateway.pipeworx.io/v1/tools/mrdata_search_deposits \
-H 'Content-Type: application/json' \
-d '{"bbox":"-112.2,33.4,-112.0,33.6","limit":5}'
No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/mrdata_search_deposits. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.
Standalone (no gateway account)
This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:
{
"mcpServers": {
"usgs-mrdata": {
"command": "npx",
"args": ["-y", "@pipeworx/mcp-usgs-mrdata"]
}
}
}
Or run it directly to confirm it starts:
npx -y @pipeworx/mcp-usgs-mrdata
It speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call
for only this pack's tools — none of the shared meta-tools the gateway
connection above adds. Same source, same tools, no ask_pipeworx routing.
Using with ask_pipeworx
Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:
ask_pipeworx({ question: "your question about Usgs Mrdata data" })
The gateway picks the right tool and fills the arguments automatically.
More
License
MIT
Comments
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From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.