# AkShare

> Use this tool when you need to access Chinese financial markets data for stock and cryptocurrency analysis, or to build applications requiring real-time and historical market data. It solves problems related to financial analysis, market research, and algorithmic trading development by providing extensive APIs for data retrieval. It takes in queries for financial data and outputs relevant information, making it suitable for use cases involving AI assistants, trading platforms, and research tools.

Canonical page: https://skillsregistry.net/skills/aahl-aktools  
JSON: https://api.skillsregistry.net/v1/skills/aahl-aktools

## Description

An MCP server for stock and cryptocurrency data built by aahl using the akshare Python library, providing access to Chinese financial markets through fastmcp framework. The implementation includes caching mechanisms with both in-memory TTL cache and disk-based persistence to optimize API performance, and is packaged for deployment via PyPI and Docker containers. It exposes akshare's extensive financial data APIs through MCP tools, making it useful for financial analysis, market research, algorithmic trading development, and building AI assistants that need access to real-time and historical Chinese stock and crypto market data.

## Trust

- **Trust score (0–1):** 0.88
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/aahl-aktools)
- **Repository:** <https://github.com/aahl/mcp-aktools>

## 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": "aahl-aktools"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aahl-aktools` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aahl-aktools/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