tooluniverse-[domain-name]

What problem does it solve?

Provides a reusable, tested template for running domain-specific multi-database analyses that aggregate, compare, and summarize results into a single progressive Markdown report. It reduces friction for researchers and analysts who must query multiple specialized databases, handle differing response formats, apply fallback strategies, and produce reproducible, publication-ready outputs.

Core Features & Use Cases

• Python SDK pipeline that orchestrates ToolUniverse tools, queries multiple databases, and generates phased report sections with source attribution.
• MCP (Model Context Protocol) conversational and direct-tool examples for running analyses interactively or programmatically, including guidance for SOAP tools that require explicit operation parameters.
• Robust workflow patterns and decision logic: primary/fallback database queries, graceful handling of empty results, error capture, and summary/context aggregation useful for cross-database comparisons and manuscript-ready outputs.
• Test suite and example usages to validate end-to-end behavior and ensure reproducibility across analysis runs.

Quick Start

Ask Claude to perform a ToolUniverse domain analysis for a given input and produce a phased markdown report comparing results across integrated databases.