MCP

Why we included this project

Agents and chat clients that need current, grounded answers can pick up web research skills from this server without wiring up several separate APIs. It is a hosted MCP endpoint that turns Jina's Reader, Embeddings, and Reranker services into tools an agent calls directly: URL-to-markdown extraction, web and image search, screenshot capture, and paper lookup across arXiv and SSRN. The read and search tools do most of the work, with relevance reranking, text classification, and semantic deduplication filling in for retrieval-heavy use. Because it runs remotely, you can point Cursor, Claude, or LM Studio at it with a short config block, and server-side tool filtering keeps unused tool schemas from bloating the context window.