# Jina AI (verified)

AI-powered search and retrieval platform. Search the web, read page content, extract structured data, and ground AI responses.

## Quick Start

```bash
# Connect this server (installs CLI if needed)
npx -y @smithery/cli@latest mcp add jina

# Browse available tools
npx -y @smithery/cli@latest tool list jina

# Get full schema for a tool
npx -y @smithery/cli@latest tool get jina show_api_key

# Call a tool
npx -y @smithery/cli@latest tool call jina show_api_key '{}'
```

## Direct MCP Connection

Endpoint: `https://jina.run.tools`

## Tools (21)

- `show_api_key` — Return the bearer token from the Authorization header of the MCP settings, which is used to debug.
- `primer` — Get up-to-date contextual information of the current session to provide localized, time-aware responses. Use this when …
- `guess_datetime_url` — Guess the last updated or published datetime of a web page. This tool examines HTTP headers, HTML metadata, Schema.org …
- `capture_screenshot_url` — Capture high-quality screenshots of web pages in base64 encoded JPEG format. Use this tool when you need to visually in…
- `read_url` — Extract and convert web page content to clean, readable markdown format. Perfect for reading articles, documentation, b…
- `search_web` — Search the entire web for current information, news, articles, and websites. Use this when you need up-to-date informat…
- `expand_query` — Expand and rewrite search queries based on an up-to-date query expansion model. This tool takes an initial query and re…
- `search_arxiv` — Search academic papers and preprints on arXiv repository. Perfect for finding research papers, scientific studies, tech…
- `search_ssrn` — Search academic papers and preprints on SSRN (Social Science Research Network). Perfect for finding research papers in …
- `search_jina_blog` — Search Jina AI news and blog posts at jina.ai/news for articles about AI, machine learning, neural search, embeddings, …
- `search_images` — Search for images across the web, similar to Google Images. Use this when you need to find photos, illustrations, diagr…
- `parallel_search_web` — Run multiple web searches in parallel for comprehensive topic coverage and diverse perspectives. For best results, prov…
- `parallel_search_arxiv` — Run multiple arXiv searches in parallel for comprehensive research coverage and diverse academic angles. For best resul…
- `parallel_search_ssrn` — Run multiple SSRN searches in parallel for comprehensive social science research coverage and diverse academic angles. …
- `parallel_read_url` — Read multiple web pages in parallel to extract clean content efficiently. For best results, provide multiple URLs that …
- `classify_text` — Classify texts into user-defined labels using Jina embeddings. Use this when you need to categorize, tag, or sort text …
- `sort_by_relevance` — Rerank a list of documents by relevance to a query using Jina Reranker API. Use this when you have multiple documents a…
- `deduplicate_strings` — Get top-k semantically unique strings from a list using Jina embeddings and submodular optimization. Use this when you …
- `deduplicate_images` — Get top-k semantically unique images (URLs or base64-encoded) using Jina CLIP v2 embeddings and submodular optimization…
- `search_bibtex` — Search for academic papers and return BibTeX citations. Searches DBLP (computer science) and Semantic Scholar (broad ac…
- `extract_pdf` — Extract figures, tables, and equations from PDF documents using layout detection. Perfect for extracting visual element…

```bash
# Get full input/output schema for a tool
npx -y @smithery/cli@latest tool get jina <tool-name>
```