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Exa | Web Search API, AI Search Engine, & Website Crawler
Shares tags: code, developer, productivity
AI Tool
Enhance Your AI Agent's Performance
Providing Contextual Information for Superior Customer Support and Virtual Assistance.
Visit Ref - Context for your agent→
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1Achieve significant token savings with intelligent content filtering.
2Experience context-aware search that eliminates duplicate results within sessions.
3Access a comprehensive index covering public and private documentation for streamlined support.
overview
What is Ref?
Ref is a powerful MCP server designed to optimize your AI agent's ability to access and utilize relevant documentation effectively. It enhances both customer support and virtual assistance interactions by providing contextual insights.
features
Key Features
Ref boasts innovative features that significantly improve AI agents' research capabilities and response accuracy.
- 1Extreme token efficiency—save 50-70% in token usage.
- 2Multi-source documentation indexing for comprehensive access.
- 3Two-step search-then-read workflow for precise information retrieval.
use cases
Ideal Use Cases
Ref is perfect for teams leveraging AI at scale, especially in dynamic environments where documentation queries are frequent and costly.
- 1Customer support engines needing rapid access to FAQs.
- 2Virtual assistants requiring up-to-date knowledge bases.
- 3Development teams integrating AI capabilities into their workflows.
workflow
Efficient Research Workflow
Ref simplifies the process of finding relevant documentation and extracting necessary information. Using a two-step approach, agents can quickly locate pertinent content without sifting through irrelevant data.
- 1Use ref_search_documentation() to identify important pages.
- 2Then, utilize ref_read_url() for clean, filtered access to content.
getting started
Get Started with Ref
Signing up for Ref is easy and supports a freemium model, allowing you to dive in without upfront investment. Enhance your AI agent's proficiency today!
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Frequently Asked Questions
+How does Ref save on token usage?
Ref employs intelligent content filtering, reducing token consumption by up to 99% on certain queries, leading to substantial cost savings.
+Can Ref access private documentation?
Yes, Ref can ingest private resources, including internal repositories and PDF files, in addition to public documentation.
+Is Ref suitable for small teams?
Absolutely! Ref's freemium pricing model makes it accessible for teams of any size, enhancing productivity without straining budgets.