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uxarray-mcp-server
Model Context Protocol (MCP) server for unstructured mesh analysis using UXarray and Academy-py.
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What's in it
- Data offered docs-verified
- mesh and dataset opening · area · zonal mean · vorticity · divergence · subset · remap · plot · multi-step workflows · HEALPix mesh generation (healpix:N)
- Coverage llm-inferred
- Global
- Formats docs-verified
- UGRID · MPAS · SCRIP · MCP stdio · MCP HTTP
- Access docs-verified
- Local install (uv tool install or Docker), no API key or login stated for local use; Apache-2.0 licence (ENTRY). Optional HPC use via Globus Compute requires an account and allocation on that HPC system.
Useful for
- Use cases llm-inferred
- Regrid unstructured climate model rainfall output (UGRID/MPAS) onto a regional grid as drainage strategy rainfall inputs · Area-weighted and zonal-mean summaries of gridded climate projections for flood risk assessment climate allowance evidence · Generate mesh and variable plots of unstructured model output for client report figures
- Audience llm-inferred
- hydrologists · GIS analysts · climate scientists
Limitations
- Constraints llm-inferred
- Remote HPC execution needs a Globus Compute endpoint, an account and allocation on that system, and Python 3.12 for the HPC path · Docker image is local-only: HPC extras are not installed and execution is pinned to local · Remote endpoints can access any file the user or HPC account can read; review SECURITY.md before connecting one · Conservative remapping needs YAC importable where the remap runs · Docs state the server registers 33 tools, but ENTRY lists 9, so the catalogue tool list may be incomplete · Large tool schema is carried on every request; disable when not doing mesh analysis · Globus Compute and Globus Transfer are separate services with separate setup
- Licence
- Apache-2.0
- Authentication
- Unknown — review source docs
- GitHub stars
- 4
- Last commit
- 14/10/2026
- Last successful page check
- 14/10/2026
- Page health
- healthy
- Package
- Not recorded
- Verification
- Not independently verified
Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.
Provenance & evidence
Daily discovery 2026-10-15: GitHub search; verified via GitHub API. Tools/install/auth auto-extracted from README.
Metadata observed 14/10/2026 · daily-2026-10-15 (github-search)