- CollectionSearch & Web Intelligence
- Classificationagent-native
- MCPAvailable
- Agent SkillUnavailable
- InterfacesMCP · http
What it does
Reader turns URLs and search queries into clean, LLM-friendly text: it renders pages (including dynamic content), strips boilerplate, optionally captions images for VLMs, reads PDFs, and returns JSON shapes agents can parse. Search mode returns multiple results with page bodies, not just blue links — optimized for grounding and RAG.
Agent-facing interfaces
- Interaction pattern: HTTP GET/POST + MCP (mcp.jina.ai)
- Catalog protocols: MCP, http
- MCP: ✅ Documented on Reader page — mcp.jina.ai
- Agent Skill: ⚠️ No official ClawHub skill pack required; integration is URL + MCP.
- Onboarding type:
mcp
How agents onboard
Interaction pattern: HTTP GET/POST + MCP (mcp.jina.ai)
curl "https://r.jina.ai/https://www.example.com"
See the full onboarding section in the dossier.
Protocol surface
| Interface | Detail |
|---|---|
| HTTPS | https://r.jina.ai, https://s.jina.ai |
| MCP | mcp.jina.ai |
| Open source | Self-host from GitHub |