Install

Pick the AI app you use, then copy the settings.

Passed 2/3 checks · Runs on your computer

First: which AI do you use?

ClaudeWeb · app · phoneChatGPTWebClaude CodeTerminalCursorCode editorVS CodeCode editorOtherOther apps

Pick your app and the steps appear below.

Works with Claude, with some setup first

You need a AKShare key (create it on the maker’s site) · Install Python (uv) on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone

Install Python (uv)
One time only; it works for every server that needs Python (uv)
Open the Python (uv) download page ↗
Done
Sign up and create a AKShare key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Done
Open the Claude desktop app’s settings file
SettingsDeveloperEdit Config
Done
Paste these settings and save the file
Checking the commands · copy buttons appear once they pass
Paste the key only into the app’s field, never into a chat or to anyone
Done
Quit Claude and open it again
Done
Try it
Use AKShare and tell me what you can do for me, then show me one thing
✓ If Claude says it is using AKShare or shows a AKShare tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

ChatGPT cannot connect AKShare yet

AKShare runs on your computer, but ChatGPT can only connect servers that run on the web

What you can do instead

A · Use an app that can connect AKShare

Steps for Claude →You need a AKShare key (create it on the maker’s site) · Install Python (uv) on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
Steps for Claude Code →You need a AKShare key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
Steps for Cursor →You need a AKShare key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
Steps for VS Code →You need a AKShare key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

B · Others in Accounting, finance & tax that work with ChatGPT

Picked from the most used in the same category, only ones that connect by address with no key

Finance Toolkit✓ ChatGPT
SolidInvoice✓ ChatGPT
Finlab AI✓ ChatGPT

Works with Claude Code, with some setup first

You need a AKShare key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

Install Python (uv)
One time only; it works for every server that needs Python (uv)
Open the Python (uv) download page ↗
Done
Sign up and create a AKShare key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Done
Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Done
Paste this command and press Enter
Checking the commands · copy buttons appear once they pass
Replace “your-value” with your key before pressing Enter
Paste the key only into the app’s field, never into a chat or to anyone
Done
Type /mcp in Claude Code
You should see AKShare listed as connected
Done
Try it
Use AKShare and tell me what you can do for me, then show me one thing
✓ If Claude Code says it is using AKShare or shows a AKShare tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Cursor, with some setup first

You need a AKShare key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

Install Python (uv)
One time only; it works for every server that needs Python (uv)
Open the Python (uv) download page ↗
Done
Sign up and create a AKShare key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Done
Click this button to open Cursor
Checking the commands · copy buttons appear once they pass
Done
Fill in your key
In the AKShare settings, AKSHARE_MAX_ROWS is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Done
Open the AI chat in Cursor in Agent mode
Done
Try it
Use AKShare and tell me what you can do for me, then show me one thing
✓ If Cursor says it is using AKShare or shows a AKShare tool in the answer, you are connected

Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with VS Code, with some setup first

You need a AKShare key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

Install Python (uv)
One time only; it works for every server that needs Python (uv)
Open the Python (uv) download page ↗
Done
Sign up and create a AKShare key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Done
Click this button to open VS Code
Checking the commands · copy buttons appear once they pass
Done
Fill in your key
In the AKShare settings, AKSHARE_MAX_ROWS is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Done
Open the AI chat in VS Code in Agent mode
Done
Try it
Use AKShare and tell me what you can do for me, then show me one thing
✓ If VS Code says it is using AKShare or shows a AKShare tool in the answer, you are connected

Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

JSON settings are under “For developers” below

Stuck? Ask people who use AKShare💬 Discussion →

For developers: Terminal commands and JSON settings

Installed on your computer

Claude Code

Checking the commands · copy buttons appear once they pass

Claude Desktop (claude_desktop_config.json)

Checking the commands · copy buttons appear once they pass

Cursor (~/.cursor/mcp.json)

Checking the commands · copy buttons appear once they pass

VS Code (mcp.json)

Checking the commands · copy buttons appear once they pass

Values you fill in

AKSHARE_MAX_ROWS env
Cap on rows per response

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Run on your computer in

Claude Goose LM Studio Msty Studio Cherry Studio Cursor VS Code + GitHub Copilot Visual Studio Windsurf (Devin Desktop)Zed Kiro Cline Continue JetBrains AI Assistant Claude Code Codex CLI Gemini CLI OpenCode nodecode Warp LibreChat Raycast

All apps, with pros and cons →

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 13, 2026

! Caution
Maker matches the repo
The publisher (hangeaiagent) is not the repo owner (agentpit-io); someone else may have listed it
✓ Pass
Still maintained
Code last changed today
✓ Pass
Has a licence
Uses Apache-2.0
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

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Posts here are written by users, not the PopNx team.

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User reviews

No reviews yet

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Compared with others in Accounting, finance & taxi

More stars than 0% of the other 3204 servers in this category
Published to the registry more recently than 32% of the other 3204 servers in this category
Basic checks equal to or better than 52% of the other 3204 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is AKShare safe?

It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed today, and the latest version (0.1.1) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: CCXT, Finance Toolkit, AKQuant

Others in the same category

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

CCXT

Official CCXT MCP server - Market data and trading across 100+ exchanges and prediction markets

by ccxtWidely used↓ 667/wk★ 44.9K Stars for the whole repoUpdated 2 months ago

Runs on your computer

Install

Finance Toolkit

500+ transparent financial methods calculated from raw statements, not third-party endpoints.

by JerBoumaWidely used↓ 15.6K/wk★ 5.5KUpdated 4 days ago

Computer or cloud

Install

AKQuant

Write and backtest trading strategies with AKQuant: API lookup, strategy checks, backtest runs

by akfamilyWidely used↓ 3.3K/wk★ 2.6KUpdated today

Runs on your computer

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

AKShare MCP

把 AKShare 变成一个你自己跑的能力,接进 Hunter。

为什么不是「数据源」

数据源的模型是一条记录 = 一个 (市场, 数据类型, 接口地址)。

AKShare 有一千多个函数 —— 龙虎榜、十大股东、券商研报、公司治理、南向资金、宏观、期货、基金……按数据源建模就得枚举一千多条,做不到。

Hunter 原来只从里面挑了 6 条进目录,而那 6 条是我们用得上的,不是你用得上的。你想查「北向资金持股明细」而我们没挑,你就没辙。

改成能力之后,模型拿到三个工具,自己去找、自己去调:

akshare_search("龙虎榜")                    → 有哪些函数能查这个?

akshare_signature("stock_lhb_detail_em") → 它要什么参数? akshare_call("stock_lhb_detail_em", {...}) → 调它

不需要我们提前枚举。

为什么要你自己跑

AKShare 是 Python 库不是 HTTP 服务,没法在表单里填一个 URL。而且它多数接口的上游在国内,从境外容器直连经常打不通。

跑起来

cd tools/akshare-mcp

docker build -t akshare-mcp . docker run -d -p 8931:8931 --name akshare-mcp akshare-mcp

镜像大约 1.5G(AKShare 自己拖着 pandas/lxml/beautifulsoup4 一大串), 首次构建要几分钟。

验证:

curl -N http://localhost:8931/sse

有 SSE 流出来就是起来了(它不会自己结束,Ctrl-C 退出)

接进 Hunter

能力 → 接入一个工具 → 填:

字段	值
传输方式	`sse`
地址	`http://你的地址:8931/sse`
需要 key	不勾

Hunter 跑在 Docker 里的话,localhost 指的是 Hunter 自己的容器 —— 要填宿主机地址(Linux 上是 172.17.0.1,Docker Desktop 上是 host.docker.internal),或者把两个服务放进同一个 compose 网络。

⚠️ 不要填 Hunter 官方的任何地址。这个服务存在的意义就是让你不依赖我们。

环境变量

变量	默认	说明
`AKSHARE_MCP_HOST`	`0.0.0.0`	监听地址
`AKSHARE_MCP_PORT`	`8931`	端口
`AKSHARE_MAX_ROWS`	`200`	单次返回最大行数

AKSHARE_MAX_ROWS 不要调太大:AKShare 有些接口一次几万行,原样塞进模型上下文会把真正有用的东西挤掉。被截断时返回里会明确说,不会假装那就是全部。

安全

akshare_call 只能调 `akshare` 模块里公开的、可调用的属性:

名字带 _ 前缀的拒绝
带 . 的(想访问子模块)拒绝
不存在或不可调用的拒绝
不做 eval / exec / 动态 import

它不是通用代码执行入口。

但仍然不要暴露到公网。这个服务没有鉴权,而 AKShare 会向第三方站点发请求 —— 公网上任何人都能借你的机器发请求。绑内网,或者加一层带鉴权的反代。

常见问题

调用超时 / 连接被拒 多数 AKShare 接口的上游在国内。如果这台机器在境外,大部分接口都会失败 —— 把它跑在国内的机器上,或者给容器配代理。

函数名找不到 AKShare 的命名多是英文缩写,硬猜会一直失败:龙虎榜是 stock_lhb_detail_em 不是 stock_dragon_tiger。先 `akshare_search` 再 `akshare_call`。

返回的列名是中文 AKShare 的原样返回,我们不改列名 —— 改了之后你对着它的文档会对不上。

AKShare

What it does

Install

Install Python (uv)

Sign up and create a AKShare key

Open the Claude desktop app’s settings file

Paste these settings and save the file

Quit Claude and open it again

Try it

What you can do instead

Install Python (uv)

Sign up and create a AKShare key

Open Terminal

Paste this command and press Enter

Type /mcp in Claude Code

Try it

Install Python (uv)

Sign up and create a AKShare key

Click this button to open Cursor

Fill in your key

Open the AI chat in Cursor in Agent mode

Try it

Install Python (uv)

Sign up and create a AKShare key

Click this button to open VS Code

Fill in your key

Open the AI chat in VS Code in Agent mode

Try it

Installed on your computer

Values you fill in

At a glance

Which apps can use it

Related guides

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Discussion

User reviews

Compared with others in Accounting, finance & taxi

Common questions

Others in the same category

CCXT

Finance Toolkit

AKQuant

README from the maker

AKShare MCP

为什么不是「数据源」

为什么要你自己跑

跑起来

有 SSE 流出来就是起来了(它不会自己结束,Ctrl-C 退出)

接进 Hunter

环境变量

安全

常见问题