ashare-lake — not yet audited

by rootSunc · MCP Server · ★ 125

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About ashare-lake

ASL · 本地可日更的 A 股研究湖 · 42 数据集 · MCP 供数 AI agent · 零 token 零注册 | Local A-share research lake — history for humans & agents

a-shareai-agentaksharebacktestingchina-stocksdata-lakeduckdbfinancial-datafintechllm-tools

Quick Facts

Stars125
Forks24
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score55.0341650787553/100
Open Issues3
Last Updated2026-08-15
Created2026-06-28
Platformsmcp, python
Est. Tokens~13k

Compatible Skills

These tools work well together with ashare-lake for enhanced workflows:

  • quant-buddy-skills — semantic(0.54)+complementary+rare_topics+same_lang+similar_pop+shared_platform (84%)
  • hhxg-top-hhxg-python — semantic(0.53)+complementary+rare_topics+same_lang+similar_pop+shared_platform (83%)
  • FTShare-skills — semantic(0.45)+complementary+rare_topics+same_lang+similar_pop+shared_platform (79%)
  • Tushare-Finance-Skill-for-Claude-Code — semantic(0.48)+complementary+rare_topics+same_lang+similar_pop+shared_platform (76%)

ashare-lake alternative? Top 6 similar tools

Looking for a ashare-lake alternative? If you're comparing ashare-lake with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • tradex-hub by wolfjkd · ⭐ 50

    A股 AI 金融智能决策中台 · 129 个 MCP 工具 · eltdx 通达信协议 + akshare + 同花顺 + 东财 + 本地数据 · SmartRouter 多源降级路由 · 免费零鉴权

  • best-of-algorithmic-trading by PlaceNL2026 · ⭐ 149

    algorithmic trading curated list quant finance trading bots backtesting technical analysis crypto open-source

  • astock-peg by simonlin1212 · ⭐ 111

    A股 PEG 估值分析工具 — 彼得·林奇 PEG 投资法本地化实践 | A-share PEG valuation tool with AI-powered analysis

  • hhxg-top-hhxg-python by Niceck · ⭐ 73

    skills：一句话获取 A 股每日市场数据 — 赚钱效应、热门题材、连板天梯、游资龙虎榜。零配置，无需注册，无需 Token。

  • ApocData-skill by ApocData · ⭐ 51

    ApocData · AI-native financial database for China A-share market. Drop-in Skill / MCP for Claude,ChatGPT, Qwen

  • QuantGPT by Miasyster · ⭐ 428

    Agent-driven alpha factory — LLM autonomously designs, backtests, and submits factors to WorldQuant BRAIN

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Frequently Asked Questions

What is ashare-lake?

ashare-lake is ASL · 本地可日更的 A 股研究湖 · 42 数据集 · MCP 供数 AI agent · 零 token 零注册 | Local A-share research lake — history for humans & agents. It is categorized as a MCP Server with 125 GitHub stars.

What programming language is ashare-lake written in?

ashare-lake is primarily written in Python. It covers topics such as a-share, ai-agent, akshare.

How do I install or use ashare-lake?

You can find installation instructions and usage details in the ashare-lake GitHub repository at github.com/rootSunc/ashare-lake. The project has 125 stars and 24 forks, indicating an active community.

What license does ashare-lake use?

ashare-lake is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to ashare-lake?

The top alternatives to ashare-lake on Agent Skills Hub include tradex-hub, best-of-algorithmic-trading, astock-peg. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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