A remote Model Context Protocol (MCP) server that provides access to Jina Reader, Embeddings and Reranker APIs with a suite of URL-to-markdown, web search, image search, and embeddings/reranker tools:
| Tool | Description | Is Jina API Key Required? |
|---|---|---|
primer |
Get current contextual information for localized, time-aware responses | No |
read_url |
Extract clean, structured content from web pages as markdown via Reader API | Optional* |
capture_screenshot_url |
Capture high-quality screenshots of web pages via Reader API | Optional* |
guess_datetime_url |
Analyze web pages for last update/publish datetime with confidence scores | No |
search_web |
Search the entire web for current information and news via Reader API | Yes |
search_arxiv |
Search academic papers and preprints on arXiv repository via Reader API | Yes |
search_ssrn |
Search academic papers on SSRN (Social Science Research Network) via Reader API | Yes |
search_images |
Search for images across the web (similar to Google Images) via Reader API | Yes |
search_jina_blog |
Search Jina AI news and blog posts at jina.ai/news | No |
search_bibtex |
Search for academic papers and return BibTeX citations (DBLP + Semantic Scholar) | No |
expand_query |
Expand and rewrite search queries based on the query expansion model via Reader API | Yes |
parallel_read_url |
Read multiple web pages in parallel for efficient content extraction via Reader API | Optional* |
parallel_search_web |
Run multiple web searches in parallel for comprehensive topic coverage and diverse perspectives via Reader API | Yes |
parallel_search_arxiv |
Run multiple arXiv searches in parallel for comprehensive research coverage and diverse academic angles via Reader API | Yes |
parallel_search_ssrn |
Run multiple SSRN searches in parallel for comprehensive social science research coverage via Reader API | Yes |
sort_by_relevance |
Rerank documents by relevance to a query via Reranker API | Yes |
classify_text |
Classify texts into user-defined labels via Embeddings API | Yes |
deduplicate_strings |
Get top-k semantically unique strings via Embeddings API and submodular optimization | Yes |
deduplicate_images |
Get top-k semantically unique images via Embeddings API and submodular optimization | Yes |
extract_pdf |
Extract figures, tables, and equations from PDF documents (arXiv papers or any PDF URL) using layout detection | Yes |
Optional tools work without an API key but have rate limits. For higher rate limits and better performance, use a Jina API key. You can get a free Jina API key from https://jina.ai