# Jina AI

> Use Jina AI APIs for converting URLs to LLM-friendly Markdown (Reader) and searching the web (Search).

- Skill: `majiayu000/jina-ai` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add majiayu000/jina-ai`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/jina-ai/raw
- Safety review: pending (external: skill-scanner PASS, skillspector CAUTION)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/jina-ai

---


# Jina AI Skill

This skill integrates Jina AI's Reader (r.jina.ai) and Search (s.jina.ai) APIs to convert URLs and web search results into clean, LLM-friendly Markdown.

## Setup

1. **Dependencies:** Requires `requests`.

    ```bash
    pip install requests python-dotenv
    ```

2. **API Key Configuration (Recommended):** Jina APIs offer higher limits with an API key (JINA_API_KEY).

    ```bash
    read -p "Enter your Jina API key (optional, press Enter to skip): " JINA_KEY
    if [ ! -z "$JINA_KEY" ]; then
        echo "JINA_API_KEY=$JINA_KEY" >> .env
        if [ -f .gitignore ] && ! grep -q ".env" .gitignore; then echo ".env" >> .gitignore; fi
        echo "API key saved to .env."
    fi
    ```

## Usage

The script `scripts/jina_tools.py` supports `read` and `search` operations.

### 1. Read URL (Jina Reader)

Convert a URL into clean Markdown.

```bash
python3 scripts/jina_tools.py read "<url>"
```

**Example:**

```bash
python3 scripts/jina_tools.py read "https://en.wikipedia.org/wiki/Large_language_model"
```

### 2. Search Web (Jina Search)

Search the web and return the top results converted to Markdown.

```bash
python3 scripts/jina_tools.py search "<query>"
```

**Example:**

```bash
python3 scripts/jina_tools.py search "What is Jina AI?"
```

## Output

The script outputs results in JSON format, containing title, URL, and `content_markdown`.