SCHISM Model Setup MCP Server
Wire Claude Code or Cursor to debug SCHISM hydrodynamic model configs, look up namelist parameters, and validate setups without leaving the agent.
Overview
SCHISM Model Setup MCP (io.github.mansurjisan/schism-mcp) is a Build-phase MCP server that debugs SCHISM configurations, looks up parameters, and validates model setups for agent-assisted coastal modeling work.
What is this MCP server?
- SCHISM model configuration debugging via MCP tools
- Parameter lookup against SCHISM namelist and config conventions
- Validation helpers to catch bad grids, time steps, or forcing before long runs
- stdio transport with uvx install from PyPI package schism-mcp v0.1.0
- Pairs with other ocean-mcp servers (STOFS, USGS, WW3) for end-to-end coastal workflows
- Server version 0.1.0 on PyPI identifier schism-mcp
- stdio transport via uvx runtimeHint
- Source repository: github.com/mansurjisan/ocean-mcp
Community signal: 5 GitHub stars.
What problem does it solve?
SCHISM namelists and case directories are easy to misconfigure, and fixing them without structured lookup and validation burns time before you can ship any downstream API or report.
Who is it for?
Indie builders or small teams coupling SCHISM runs to custom Python pipelines, coastal SaaS prototypes, or research agents who already understand hydrodynamic modeling basics.
Skip if: Teams that only need generic CRUD APIs or who never touch SCHISM, HPC batch systems, or oceanographic model outputs.
What do I get? / Deliverables
After registering the server, your agent can interrogate SCHISM configs and flag parameter issues early so you spend more cycles on product features and less on silent model failures.
- Validated SCHISM configuration feedback inside agent sessions
- Parameter lookup answers tied to your case metadata
- Shorter pre-run debug loop before HPC or local model execution
Recommended MCP Servers
Journey fit
Canonical shelf is Build because you register the MCP while wiring scientific or coastal-modeling workflows into your product or research pipeline. Integrations fits an external stdio MCP (uvx/PyPI) that exposes model-debug and validation tools to the coding agent.
How it compares
MCP integration for SCHISM setup hygiene, not a replacement for official SCHISM docs, GUI preprocessors, or your cluster scheduler.
Common Questions / FAQ
Who is schism-mcp for?
Developers and researchers building agent-assisted SCHISM workflows who want configuration debugging and validation inside Claude Code, Cursor, or similar MCP clients.
When should I use schism-mcp?
Use it during Build when you are integrating coastal or estuarine model cases into code, automating case setup, or validating parameters before launching long simulations.
How do I add schism-mcp to my agent?
Add a stdio MCP entry that runs uvx with the PyPI package schism-mcp (v0.1.0), ensure Python/uv are on PATH, restart the client, and confirm tools appear in the MCP panel.