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Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionAKShare One MCPAn MCP server providing comprehensive China stock market data interfaces based on AKShare.Basic MemoryYour AI never forgets again.
FMRS42 / 100 · D72 / 100 · B
Reliability5 / 2010 / 20
Security and permissions9 / 2015 / 20
Maintenance6 / 2016 / 20
Documentation10 / 2017 / 20
Setup experience12 / 2014 / 20
Best for
  • Investors and researchers needing China A-share market data
  • Quantitative trading strategy developers and researchers
  • Developers requiring Chinese financial data
  • Privacy-conscious developers who want local data storage.
  • Researchers who need AI-assisted management of large note collections.
  • Users of Markdown editors like Obsidian.
Not for
  • Users needing global stock market data
  • Users requiring high-frequency or ultra-low-latency real-time data
  • Users with strict accuracy requirements who lack validation channels (note limitations of data sources)
  • Users needing cloud sync and mobile access (unless using the paid cloud service).
  • Minimalists who want zero configuration.
  • Scenarios requiring large-scale vector databases and complex retrieval (local SQLite may be insufficient).
Required permissions
  • Network access: to fetch data from sources like Eastmoney, Sina, and Xueqiu
  • Local file access: when installed locally, may read/write configuration files and temporary files
  • Read and write to the local filesystem (default: ~/basic-memory).
  • Perform file and directory operations (create, edit, delete).
  • Access local SQLite database (or Postgres/Milvus if configured).
Risks and side effects
  • Data delays or temporary unavailability of data sources may cause tool failures
  • Data accuracy may be limited by sources; cross-validation recommended
  • Third-party data sources might have usage terms; ensure compliance
  • Tools have write operations that may unintentionally modify or delete notes.
  • Edit operations may overwrite existing content, though there are protections.
  • Semantic search and reranking features may require model downloads, adding latency.
  • Local data backups are the user's responsibility.
Supported clientsClaude DesktopClaude Desktop, Claude Code, Codex, Cursor, VS Code, ChatGPT, Obsidian
Tools921