Bring Multimodal Search
to AutoGen

Empower your AI agent to orchestrate your entire web intelligence and information retrieval workflow with Jina AI, the platform that makes the web readable for machines. By connecting Jina AI to your agent, you transform complex search and reading tasks into a natural conversation. Your agent can instantly search the web for AI-optimized results, audit URL content through high-quality extraction, and rerank documents to maintain a clear view of information relevancy. Whether you are conducting deep research or building advanced RAG pipelines, your agent acts as a real-time data architect, ensuring your intelligence is always grounded in precise, high-density data.

What you can do

• Web Auditing — Query the web using Jina Search and retrieve snippets specifically curated for LLM consumption.
• Reader Oversight — Read any URL and retrieve cleaned, LLM-ready content to maintain a structured view of site data.
• Ranking Intelligence — Rerank multiple documents or snippets to identify the most relevant information for any specific query.
• Semantic Intelligence — Retrieve vector embeddings for text to maintain strict control over semantic search and similarity audits.
• Fact Checking — Verify the factuality of statements through Jina's grounded search capabilities.

How it works

1. Subscribe to this server
2. Enter your Jina AI API Key
3. Start managing your web intelligence through Claude, Cursor, or any MCP-compatible client

Who is this for?

• AI Researchers — monitor search contexts and optimize information retrieval straight from your workflow.
• Knowledge Engineers — verify cleaned content from URLs and audit RAG pipeline performance.
• Data Scientists — perform rapid audits of semantic embeddings and reranking scores through natural language.
• Operations Leads — automate web intelligence querying to orchestrate cross-functional research teams smoothly.