# Jina AI Reader

> Use this tool when you need to extract web content into clean Markdown format for large language models (LLMs), and require features like automatic caching, token counting, and change detection to optimize content processing. It solves problems of redundant requests and inefficient content formatting, providing a lightweight alternative to existing fetch servers. The Jina AI Reader takes web pages as input and outputs optimized Markdown content with stable URI assignment and token counting.

Canonical page: https://skillsregistry.net/skills/jina-ai-reader  
JSON: https://api.skillsregistry.net/v1/skills/jina-ai-reader

## Description

This lightweight MCP server by jSwords91 provides web content extraction capabilities through Jina AI's r.jina.ai service, which converts web pages into clean Markdown format optimized for LLM consumption. The implementation features automatic content hashing and caching with stable URI assignment, token counting using tiktoken, and change detection to track content updates over time. Built as a minimal alternative to existing fetch MCP servers, it's particularly useful for AI assistants that need to access and process web content in a token-aware manner with built-in caching to avoid redundant requests.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** social-media
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/jina-ai-reader)
- **Repository:** <https://github.com/jswords91/jina-ai-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jina-ai-reader"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jina-ai-reader` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jina-ai-reader/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt