MCP.Market

AKShare MCP server

by hangeaiagent·io.github.hangeaiagent/akshare-mcp·v0.1.1·569 stars
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Let a model explore AKShare's 1000+ China market data functions on its own — search, inspect, call

A86/100grade A
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Safety scan
A86/100

full report

Adoption
Established

569 stars29 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

AKShare tools (3)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • akshare_call

    调用一个 AKShare 函数,返回它的数据。

  • akshare_search

    按关键词找 AKShare 函数。

  • akshare_signature

    看某个函数要什么参数 —— 调之前先看这个,省一次试错。

Public scan report

scanner v0.1.10 · 2026-10-02 · same rubric, same numbers if you re-run it

no findings
  • Code scan4 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 2 days ago15/15
  • Maintainer identitynamespace and repository owner differ4/10
Overall 86/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How AKShare compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
86/100
higher than 75% of 4,460 AI and agents servers
Tools
3
the typical AI and agents server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
569
more than 95% of 2,711 AI and agents servers
Downloads a week
29
more than 15% of 1,538 AI and agents servers with a package

What its tools let an agent do: 3 read

Install AKShare in Claude Code, Cursor or VS Code

claude mcp add akshare-mcp -- uvx agentpit-akshare-mcp
Add to Cursor

What the publisher says

From the AKShare repository's README, as published. We do not edit it. Read it on GitHub

🌏 中文(当前)· English

HunterCode

Community Edition

自部署的 AI 投研助手 · A股 / 港股 / 美股 · 数据和对话都在你自己的机器上

HunterCode 是腾讯 WorkBuddy 金融版的开源本地替代方案 · 面向私募与专业个人投资者 腾讯、WorkBuddy 是腾讯公司的商标。HunterCode 与腾讯公司无隶属、合作或授权关系。

🚀 在线演示  ·  ⚡ 5 分钟部署  ·  📖 文档  ·  💬 讨论区

🏆 入围世界人工智能开源大赛(GOAI)总决赛 · 赛道二 TOP 15 · 与 WorkBuddy 金融版逐项对比(附官方来源) · 完整演示视频 3 分 34 秒(云端版录制)

⚠️ 免责声明:本项目是投研分析工具,所有输出为 AI 生成内容,仅供研究参考,不构成任何投资建议。投资有风险,决策需谨慎。

⏱ 30 秒看懂

它是什么 —— 一个跑在你自己电脑或服务器上的金融 AI 助手。你给它一个大模型 key,它就能查行情、拉新闻、做个股深度分析、预测走势、管理自选和持仓,并按你写的 SKILL(分析方法论)工作。对话、持仓、投资论点全部存在本地数据库。

它不是什么 —— 不接券商交易,不替你做决策,不保证预测准确。它是把公开数据、分析方法论和大模型组织起来的研究助手。

适合谁 —— 会用 Docker 的个人投资者、私募研究员、小型量化团队;想掌控自己的数据,或想把自己的数据源和方法论接进来的人。

☁️ 一键部署到云平台

不想自己管服务器的,可以直接部署到下面这些平台,部署完打开域名走一遍首启向导就能用。

ℹ️ 这一版还没有「一键部署」按钮。 我们没有这些平台的账号,一次真实部署都没做过,

更没有上架到任何一家的模板市场 —— 所以不放按钮,只给文档。

每份模板都做过等价验证:把模板机械翻译成 compose(同镜像、同环境变量、

用平台自己的方式生成的随机密钥、同卷、同依赖),在本机从空卷跑完

「六服务健康 → 走完向导 → 真实对话 → 深度分析 → 重启数据不丢」。

各篇文档里都写明了「哪些验过、哪些没验过、平台上要自己核对什么」。

有账号的朋友帮忙实测一次,欢迎来

Issues 说结果 —— 验过就加按钮。

公网部署必看:这些平台上的实例一创建就在公网上。模板都默认 关掉了单用户免登录(HUNTERSINGLEUSER=0)并生成了一道初始化口令 HUNTERSETUPTOKEN,向导第 0 步要填它 —— 不然谁先打开谁就能把大模型配成他自己的。 口令在平台的环境变量面板里看。

🚀 5 分钟跑起来

准备:Docker Desktop(Windows / macOS)或 Docker Engine + Compose v2(Linux) · 磁盘 10 GB · 内存 4 GB(实测峰值约 1.3 GB) · 能访问 ghcr.io

六个服务的镜像都同时提供 amd64 与 arm64,Apple Silicon 与 arm 云主机原生运行,不用模拟。

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

AKShare: common questions

Is AKShare MCP server safe?
Yes, by our scan: it is graded A (86/100). Read the AKShare safety report
How do I install AKShare?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does AKShare need an API key?
No secret keys are declared. It reads 1 setting from the environment.
Is AKShare maintained?
The last commit was 35 days ago (2026-09-30). The latest release is v0.1.1.
What can I use instead of AKShare?
Servers from other publishers that do the same job: agent-device MCP server, Butterbase AI MCP server and three.ws 3D Agent Tools MCP server.
How does AKShare compare with other AI and agents MCP servers?
safety score 86/100 (higher than 75% of 4,460 AI and agents servers); tools 3 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to AKShare

Same job from other publishers: the closest match first, then the best rated.

  • agent-device
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    A
  • Butterbase AI
    Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.
    A
  • three.ws 3D Agent Tools
    MCP tools from three.ws: free + paid text-to-3D, rigging, agent reputation, market intel.
    B
  • DataSinking
    Full-text financial reports (US, China, Japan, Korea, Taiwan, UK) as clean Markdown for RAG agents.
    A
  • Ausca
    Pay-per-call APIs and MCP services for agents, no accounts or keys, with verifiable receipts.
    A

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