The real catalog of tools for AI agents

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

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

Live crypto market signals for AI agents: perp liquidations, funding, OI positioning, yield, FX.

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL.

MCP server for ParaView scientific visualization

MCP server for Apache Parquet files

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

ArXiv MCP server implementation using Model Context Protocol

ChronoLog MCP server implementation using Model Context Protocol

Compression MCP server implementation using Model Context Protocol

MCP server for advanced data visualization and plotting operations

Structured Spack discovery and installation tools for scientific agents

Operator-owned scientific dataset discovery for remote agents

MCP server for Slurm workload management and HPC job scheduling

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

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

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

MCP server for earthquake-sequence analysis on saved catalogs: completeness magnitude,...

Provider-fixed web search plus transparent URL, DOI, and document fetching