Multi-tool research agent for animal advocacy with OpenRouter, Serper & Open Paws DB

This general-purpose sub-agent combines multiple research and automation tools to support high-impact decision-making for animal advocacy workflows. It’s designed to act as a reusable, modular unit within larger multi-agent systems—handling search, scraping, scoring, and domain-specific semantic lookup.

It powers many of the advanced workflows released by Open Paws and serves as a versatile backend utility agent.

🛠️ What It Does

• Performs real-time Google Search using Serper
• Scrapes and extracts page content using Jina AI and Scraping Dog
• Conducts semantic search over the Open Paws knowledge base
• Generates OpenAI embeddings for similarity search and analysis
• Routes search and content analysis through OpenRouter LLMs
• Connects with downstream tools like the Text Scoring Sub-Workflow to evaluate message performance

> 🧩 This agent is typically used as a sub-workflow in larger automations where agents need access to external tools or advocacy-specific knowledge.

🧠 Domain Focus: Animal Advocacy

The agent is pre-configured to interface with the Open Paws database—an open-source, animal advocacy-specific knowledge graph—and is optimized for content and research tasks relevant to farmed animal issues, corporate campaigns, and activist communication.

🔗 Integrated Tools and APIs

📦 Use Cases

• Create and evaluate online content (e.g. social media, emails, petitions) for predicted performance and advocacy alignment
• Act as a research and reasoning agent within multi-agent workflows
• Automate web and social media research for real-time campaign support
• Surface relevant facts or arguments from an advocacy-specific knowledge base
• Assist communications teams with message testing and content ideation
• Monitor search results and scrape pages to inform rapid response messaging