Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
SWAT+ watershed models for any river in the lower 48 states, with groundwater and PFAS data
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Works in Claude on the web, desktop and mobile:
https://www.swatgenx.com/mcpRun this in your terminal
claude mcp add --transport http swatgenx https://www.swatgenx.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"swatgenx": {
"url": "https://www.swatgenx.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": {
"swatgenx": {
"type": "http",
"url": "https://www.swatgenx.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://www.swatgenx.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 7, 2026
The registry name was verified with the GitHub account SWATGenX, which owns the repo
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 1 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 (1.1.0) reached the registry 40 days 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: Spec Driven Development, Remote Desktop Commander, sync. labs
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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The agent-native front door to [SWATGenX](https://www.swatgenx.com): SWAT+ watershed models for any river in the lower 48 states, built in the cloud from national datasets, with calibration as a separate step you run when you are ready.
Add it to Claude or any MCP client, and an agent can search the example-model catalog with its calibration and held-out validation scores, query a national groundwater well inventory and a national PFAS monitoring inventory, preview what a model of a watershed would contain, read the documentation, and order, track and download a real SWAT+ build under the same allocations as the web app.
https://www.swatgenx.com/mcpclaude mcp add --transport http swatgenx https://www.swatgenx.com/mcp
or, in a client's JSON config:
{ "mcpServers": { "swatgenx": { "type": "http", "url": "https://www.swatgenx.com/mcp" } } }
Every call needs a SWATGenX sign-in or an API key. Clients that support MCP authorization sign in with OAuth 2.1 through swatgenx.com; clients that set headers can send Authorization: Bearer .
From 15 October 2026, the model, data and order tools are part of the paid plans; the documentation tools stay open to any account.
| Tool | Title | Access from 15 Oct 2026 |
|---|---|---|
search_docs | Search the SWATGenX documentation | any account |
get_doc | Read a SWATGenX documentation chapter | any account |
get_engine_info | Get SWAT+ engine source, build guide and toolchain | any account |
get_access_info | Get access tier and allocations | any account |
search_swat_models | Search SWAT+ example models | paid plan |
get_model_calibration | Get model calibration results | paid plan |
query_groundwater | Query national groundwater wells | paid plan |
query_pfas | Query PFAS monitoring (US or worldwide) | paid plan |
request_model | Preview a watershed model build | paid plan |
order_model | Order a SWAT+ watershed model | paid plan |
get_order_status | Get build order status | paid plan |
list_my_models | List your model orders | paid plan |
download_model | Get a model download link | paid plan |
SWATGenX builds SWAT+ models for a USGS gauge, a HUC12 outlet or a HUC8 basin from NHDPlus HR hydrography, gSSURGO soils, NLCD land cover and PRISM weather, with an optional steady-state MODFLOW 6 groundwater model. Calibration against USGS streamflow is a separate step you run when you are ready. Its engine runs SWAT+ and MODFLOW 6 two-way, daily.
The national groundwater inventory is described in doi:10.5194/essd-2026-527.
The server implementation lives in the main SWATGenX repository; this repository holds the registry manifest (server.json) and the publish workflow.
MIT