iowarp-mcps 0.3.11

Open Source MCP Servers for Scientific Computing

IoWarp MCPs

Collection of MCP servers specifically designed for scientific computing research that enable AI agents and LLMs to interact with data analysis tools, HPC resources, and research datasets through a standardized protocol.

More info at: https://iowarp.github.io/iowarp-mcps/

Quick Installation

All our packages are released on PyPI for easy installation and usage.

Simple Command

# Run any MCP server directly
uvx iowarp-mcps <server-name>

List All MCPs

# See all available MCP servers
uvx iowarp-mcps

Get Started with a Simple Command

# Example: Run the pandas MCP server
uvx iowarp-mcps pandas

# Example: Run the plot MCP server  
uvx iowarp-mcps plot

# Example: Run the slurm MCP server
uvx iowarp-mcps slurm

Available Packages

📦 Package	🔧 System	📋 Description	⚡ Install Command
adios	Data I/O	Read data using ADIOS2 engine	uvx iowarp-mcps adios
arxiv	Research	Fetch research papers from ArXiv	uvx iowarp-mcps arxiv
chronolog	Logging	Log and retrieve data from ChronoLog	uvx iowarp-mcps chronolog
compression	Utilities	File compression with gzip	uvx iowarp-mcps compression
darshan	Performance	I/O performance trace analysis	uvx iowarp-mcps darshan
hdf5	Data I/O	List HDF5 files from directories	uvx iowarp-mcps hdf5
jarvis	Workflow	Data pipeline lifecycle management	uvx iowarp-mcps jarvis
lmod	Environment	Environment module management	uvx iowarp-mcps lmod
node-hardware	System	System hardware information	uvx iowarp-mcps node-hardware
pandas	Data Analysis	CSV data loading and filtering	uvx iowarp-mcps pandas
parallel-sort	Computing	Large file sorting simulation	uvx iowarp-mcps parallel-sort
parquet	Data I/O	Read Parquet file columns	uvx iowarp-mcps parquet
plot	Visualization	Generate plots from CSV data	uvx iowarp-mcps plot
slurm	HPC	Job submission simulation	uvx iowarp-mcps slurm

Members

Primary Institution:

• Gnosis Research Center (GRC) - Illinois Institute of Technology

Collaborating Institutions:

• 📊 HDF Group - Data format and library developers

Sponsors

NSF (National Science Foundation) - Supporting scientific computing research and AI integration initiatives

Development & Publishing

Testing Development Versions

Development versions are automatically published to TestPyPI on every commit to main:

# Install latest dev version from TestPyPI
uvx --index-url https://test.pypi.org/simple/ iowarp-mcps

Creating Releases

git tag v1.2.3
git push origin v1.2.3

Contributing

We welcome contributions in any form!

Ways to Contribute:

• Submit Issues: Report any problems or bugs you encounter
• Request Features: Submit an issue requesting a new MCP server or functionality
• Develop: Try your hand at developing new MCP servers

Find our comprehensive contribution/development/debugging guide here.

Get Help & Connect

Reach out to us on Zulip: IoWarp-mcp Community Chat

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