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CLIO KIT

Part of the IoWarp Platform

Talk to Data, Devices, Apps
Science Skill for Agents

CLIO Kit provides comprehensive science capabilities for AI agents.
150+ tools across 15+ MCP servers for scientific computing.
Works with Claude Code, Cursor, VS Code, Gemini CLI, Codex CLI, OpenCode and other clients.

Data Formats

Give your AI agents the ability to read and explore scientific file formats. They can navigate HDF5 hierarchies, inspect ADIOS simulation outputs, and process Parquet columnar data. Your agents understand real research data, not just CSV files.

Data Analytics

Turn AI agents into research support tools that accelerate discovery. They can search ArXiv papers, analyze Pandas tabular datasets, generate Matplotlib visualizations, and compile citations. Your agents handle the tedious parts of research.

HPC Resources

Equip AI agents to operate HPC clusters and manage computational resources. They can submit jobs to Slurm, load environment modules, monitor Darshan I/O performance, and orchestrate Jarvis workflows. Your agents become cluster operators.

Featured MCPs

flagshipv1.0data27 TOOLSPOPULAR

HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

Try it out now in your favorite Agent

COMMUNITYanalysis26 TOOLSPOPULAR

MCP server for ParaView scientific visualization

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datadata16 TOOLSPOPULAR

Pandas MCP - Advanced Data Analysis for LLMs with comprehensive pandas operations

Try it out now in your favorite Agent

researchdata13 TOOLSPOPULAR

ArXiv MCP server implementation using Model Context Protocol

Try it out now in your favorite Agent

COMMUNITYdata13 TOOLSPOPULAR

Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis

Try it out now in your favorite Agent

COMMUNITYanalysis11 TOOLSPOPULAR

Node Hardware MCP - Comprehensive Hardware Monitoring and System Analysis for LLMs with real-time performance metrics

Try it out now in your favorite Agent

Browse All Servers

Formats • Analytics • HPC • Performance • Research • Utilities

All (25)

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search

Agentic Search

Hybrid retrieval engine. Lexical, vector, graph, and scientific search over namespaced document corpora. DuckDB storage. FastAPI service with async job queue.

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📊
data

Adios

Fetch and analyze BP5 data files using ADIOS2. Access scientific data, metadata, and attributes for research and analysis purposes.

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data

Arxiv

ArXiv MCP server implementation using Model Context Protocol

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data

Chronolog

ChronoLog MCP server implementation using Model Context Protocol

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🗜️
util

Compression

Compression MCP server implementation using Model Context Protocol

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analysis

Darshan

Darshan I/O profiler MCP server for analyzing I/O trace files

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data

Geo

MCP server for rendering GeoJSON vector layers into map images with basemaps

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util

Geojson

MCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only)

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🗂️
data

Hdf5

HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

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data

Jarvis

JARVIS-CD MCP with a compact user pipeline contract and explicit admin compatibility profiles

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system

Lmod

Lmod MCP - Environment Module Management for LLMs with comprehensive module operations

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data

Ndp

National Data Platform (NDP) MCP server for searching and discovering datasets across multiple CKAN instances

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💻
analysis

Node-Hardware

Node Hardware MCP - Comprehensive Hardware Monitoring and System Analysis for LLMs with real-time performance metrics

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🐼
data

Pandas

Pandas MCP - Advanced Data Analysis for LLMs with comprehensive pandas operations

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data

Parallel-Sort

Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis

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analysis

Paraview

MCP server for ParaView scientific visualization

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📋
data

Parquet

MCP server for Apache Parquet files

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📈
data

Plot

MCP server for advanced data visualization and plotting operations

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analysis

Sac

MCP server for analyzing SAC seismic-waveform files and TAR archives: inspect members, compute per-trace statistics, and plot traces

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data

Scientific-Catalog

Operator-owned scientific dataset discovery for remote agents

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analysis

Seismic

MCP server for earthquake-sequence analysis on saved catalogs: completeness magnitude, Gutenberg-Richter b-value, Bath gap, Omori decay, and a three-panel figure

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🖥️
system

Slurm

MCP server for Slurm workload management and HPC job scheduling

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util

Spack

Structured Spack discovery and installation tools for scientific agents

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analysis

Terrain

MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding

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util

Web

Web MCP server providing curated fetch + search tools for agentic web access

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