MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

CLIO Hdf5
HDF5 MCP server for AI agents to analyze and explore scientific data with 27 specialized tools.

CLIO Jarvis
22 MCP servers for scientific computing, HPC, and research data analysis—unified AI interface for HDF5, Slurm, ArXiv, and more.

CLIO Lmod
Environment module management for HPC systems—load, unload, and manage software environments via AI agents.

CLIO Ndp
Search and discover datasets across CKAN instances with AI-powered scientific data exploration.

CLIO Node Hardware
System hardware monitoring and analysis for AI agents in HPC environments.

CLIO Pandas
Advanced pandas data analysis for LLMs with CSV loading, filtering, and statistical operations

CLIO Parallel Sort
High-performance parallel sorting for large log files and scientific data processing in LLM workflows

CLIO Paraview
AI-powered 3D scientific visualization and analysis with ParaView through natural language

CLIO Parquet
Read and analyze Apache Parquet files with AI agents through natural language queries.

CLIO Plot
Generate plots from CSV data with AI assistance for scientific visualization

CLIO Sac
Analyze SAC seismic waveforms and TAR archives with AI-powered tools for earthquake data exploration.

CLIO Scientific Catalog
22 MCP servers for scientific computing, HPC, and research data discovery—AI agents meet scientific workflows.

CLIO Seismic
Analyze earthquake catalogs and sequences with AI-assisted seismic data processing.

CLIO Slurm
AI-powered Slurm job submission and HPC workload management for scientific computing

CLIO Spack
22 MCP servers for scientific computing: HDF5, Slurm, ArXiv, Pandas, and more for AI agents in HPC environments.

CLIO Terrain
Analyze terrain DEMs and point clouds with slope, aspect, and suitability calculations.

CLIO Web
AI-powered web search, URL fetching, and document retrieval with transparent DOI resolution for scientific research.

PostgreSQL performance Tuner MCP Server
AI-powered PostgreSQL performance tuning with slow query analysis, index recommendations, and hypothetical testing.

io.github.jonradoff/lightcms
AI-native CMS with 106 MCP tools for managing websites through natural language and agentic control.

BLACKPROOF Local MCP
Local-first cyber evidence integrity checks and dossier comparison for audits and reviews.
Connect Claude to your Telegram account—read, search, reply, and react to messages via AI.

Unified MCP server for App Store Connect and Google Play Console — manage iOS and Android app releases, metadata, and reviews from Claude.
Connect your Oura Ring to Claude for smart health insights—sleep, readiness, activity, and trend analysis.

Solidity Compiler IDE
Browser-based Solidity compiler IDE for smart contract development, testing, and deployment without leaving your browser.

io.github.oozoofrog/baepsae
Local MCP server for iOS Simulator and macOS app automation with native Swift bridge

Zoteus
Access your Zotero library inside Claude, ChatGPT, and Cursor—search, cite, extract passages, and manage your research.

MCP server for Prismatic's Prism CLI—build and manage code-native integrations and custom components with AI assistance.

Nelson MCP — LibreOffice
Turn your LibreOffice documents into an MCP server for AI agents to read and edit directly.

DocGuard
Deterministic doc-drift detection and validation for AI agents and spec-driven development.

Quality gates and memory persistence for AI coding agents—lint, test, and build checks with evidence-backed learning.

