database-lookup

Query public databases via REST APIs and return raw JSON results.

1|2|Updated Apr 29, 2026
One-click install
npx skills add https://github.com/fuzzy-dynamics/strings --skill database-lookup-fuzzy-dynamics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: database-lookup
Source: https://github.com/fuzzy-dynamics/strings/tree/main/packages/skills/database-lookup
Command: npx skills add https://github.com/fuzzy-dynamics/strings --skill database-lookup-fuzzy-dynamics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill enables researchers to quickly discover and retrieve data from a wide range of public databases by orchestrating REST API queries and returning structured results.

Core Features & Use Cases

  • Orchestrates multi-database queries across chemistry, biology, patents, economics, and environmental datasets.
  • Returns raw JSON from each database along with endpoint references and source counts for traceability.
  • Use case: gather all public data for a compound, gene, or dataset from multiple sources in a single request.

Quick Start

Query multiple public databases through REST APIs to fetch structured results for user queries.

Frequently Asked Questions about database-lookup

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I query multiple public databases via REST APIs in a single request?

Query multiple public databases via REST APIs by routing your request to sources like PubChem, ChEMBL, and FRED, returning raw JSON results along with endpoint references and source counts for traceability.

What public databases can I query for biology and economics research data?

You can query 78 public databases spanning biology, economics, finance, and environment, including COSMIC, GDC, BEA, Eurostat, OpenFDA, DrugBank, and ENA, retrieving structured raw JSON responses for each domain.

Can I retrieve raw JSON responses directly from specific REST API endpoints?

Yes, retrieving raw JSON responses directly from REST API endpoints is supported. The process returns the raw JSON payload from each consulted database along with the specific endpoints used and a record of the sources consulted.

What's the best way to aggregate chemistry and patent data from different sources?

The best way to aggregate chemistry and patent data from different sources is to orchestrate multi-database queries, gathering all public data for a compound or dataset from sources like PubChem in a single request.

Do I need API keys to fetch structured results from public datasets like OpenFDA and FRED?

Based on the orchestration logic for fetching structured results from public datasets like OpenFDA and FRED, the skill routes requests and returns raw JSON without specifying any API key dependencies, though external source policies may still apply.

Why are my multidatabase queries returning raw JSON instead of formatted tables?

Multidatabase queries return raw JSON because the skill focuses on fetching structured results and source traceability from REST APIs, leaving downstream formatting and table conversion as a separate task.