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Every listed MCP server — filter by category, type, hosting, and auth.
ArXiv MCP server implementation using Model Context Protocol.
ChronoLog MCP server implementation using Model Context Protocol.
Compression MCP server implementation using Model Context Protocol.
Darshan I/O profiler MCP server for analyzing I/O trace files.
MCP server for rendering GeoJSON vector layers into map images with basemaps.
MCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only).
HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server.
JARVIS-CD MCP with a compact user pipeline contract and explicit admin compatibility profiles.
Lmod MCP - Environment Module Management for LLMs with comprehensive module operations.
National Data Platform (NDP) MCP server for searching and discovering datasets across multiple...
Node Hardware MCP - Comprehensive Hardware Monitoring and System Analysis for LLMs with...
Pandas MCP - Advanced Data Analysis for LLMs with comprehensive pandas operations.
Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis.
MCP server for ParaView scientific visualization.
MCP server for Apache Parquet files.
MCP server for advanced data visualization and plotting operations.
MCP server for analyzing SAC seismic-waveform files and TAR archives: inspect members, compute...
Operator-owned scientific dataset discovery for remote agents.
MCP server for earthquake-sequence analysis on saved catalogs: completeness magnitude,...
MCP server for Slurm workload management and HPC job scheduling.
Structured Spack discovery and installation tools for scientific agents.
MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding.
Provider-fixed web search plus transparent URL, DOI, and document fetching.
IP Geolocation MCP server that query the geolocation information using IP2Location.io API.