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SKILL verified MIT Self-run

Jina Image Search

skill-adamjali-claude-skills-jina-image-search · by adamjali

Find and scrape images from the web using Jina AI. Use this skill when the user asks to find images, search for photos, get pictures from Unsplash/Pexels/Pixabay, needs stock photos for presentations, websites, or designs, or mentions finding images online.

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Install

$ agentstack add skill-adamjali-claude-skills-jina-image-search

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access Used
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Jina AI Image Search & Web Scraping

Find high-quality images from the web using Jina AI's search (s.jina.ai) and reader (r.jina.ai) APIs. Stateless one-shot tool — search, scrape, return URLs. Useful for presentations, web design, visual art, and documents.

  • 🟢 Auto-execute: search, scrape, parse, return URLs
  • Stateless — no history file, no recovery
  • Auth: Bearer token read from the JINA_API_KEY environment variable

Overview

Jina AI provides two endpoints:

  • s.jina.ai - Search the web and return structured results
  • r.jina.ai - Scrape any URL and convert to GitHub-flavored markdown with embedded images

Authentication

This skill reads your Jina key from the JINA_API_KEY environment variable. Get a free key at https://jina.ai (no credit card; a new email address gets a fresh free token grant). Then set it in your shell profile:

export JINA_API_KEY="your-key"

Send it as a Bearer token:

Authorization: Bearer $JINA_API_KEY

Free no-key fallback (verified 2026-06)

If the key returns 402 (InsufficientBalanceError = balance exhausted), or to avoid spending it:

  • Reader r.jina.ai works WITHOUT a key — drop the Authorization header (free, per-IP rate-limited). Use it to scrape/read a page; its clean-markdown output often beats Claude Code's built-in WebFetch, so prefer it (or use both).
  • Search s.jina.ai REQUIRES a key (keyless = 401). When the key is dead, do the search half with Claude Code's built-in WebSearch tool (no key, no cost), then scrape the chosen URLs with keyless r.jina.ai.
  • The 402 is tied to the key's balance, not your IP, so keyless Reader works even when the key is broke.

Recovery order: (1) reads → keyless Reader; (2) search → built-in WebSearch, or mint a fresh free key at https://jina.ai and update JINA_API_KEY; (3) pay to top up only as a last resort.

Image Search Workflow

Step 1: Search for Images

Use s.jina.ai to search image sites:

curl "https://s.jina.ai/?q=unsplash+mountains+landscape" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "X-Respond-With: no-content" \
  -H "X-With-Favicons: true"

Returns JSON with URLs to image pages on Unsplash, Pexels, etc.

Step 2: Scrape Image URLs

Use r.jina.ai to extract actual image URLs from the pages:

curl "https://r.jina.ai/https://unsplash.com/s/photos/mountains" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "X-Engine: browser" \
  -H "X-With-Generated-Alt: true" \
  -H "X-With-Images-Summary: true" \
  -H "X-With-Links-Summary: true"

Returns markdown with embedded image URLs like:

[](https://unsplash.com/photos/ID)

Step 3: Extract and Use Images

Parse the markdown output to extract direct image URLs (images.unsplash.com, etc.) for use in:

  • Presentations (pptx)
  • Web pages (HTML/React)
  • Documents (docx)
  • Visual designs (canvas)

Common Image Sources

| Source | Search Query | License | |--------|-------------|---------| | Unsplash | unsplash+KEYWORD | Free, no attribution required | | Pexels | pexels+KEYWORD | Free, no attribution required | | Pixabay | pixabay+KEYWORD | Free, attribution appreciated |

API Headers Reference

s.jina.ai (Search)

| Header | Value | Purpose | |--------|-------|---------| | X-Respond-With | no-content | Return metadata only, not full content | | X-With-Favicons | true | Include site favicons |

r.jina.ai (Reader)

| Header | Value | Purpose | |--------|-------|---------| | X-Engine | browser | Use browser rendering for JS-heavy pages | | X-With-Generated-Alt | true | Generate alt text for images | | X-With-Images-Summary | true | Include summary of all images | | X-With-Links-Summary | true | Include summary of all links |

Quick Reference Scripts

For scripted image searches, see:

  • ${CLAUDE_SKILL_DIR}/scripts/search-images.sh - Search and scrape images
  • references/api-details.md - Full API documentation

Integration Examples

For Presentations (pptx)

curl "https://s.jina.ai/?q=unsplash+business+meeting+office" ...

For Web Design

curl "https://s.jina.ai/?q=unsplash+abstract+gradient+background" ...

For Visual Art

curl "https://s.jina.ai/?q=unsplash+marble+texture+minimal" ...

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.