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DimensionFinanceMCPA professional financial data MCP server based on the MCP protocol, integrating Tushare API to provide real-time financial data and technical indicator analysis for AI assistants like Claude.BioMCPOne binary. One grammar. Evidence from the biomedical sources you already trust.
FMRS50 / 100 · D75 / 100 · B
Reliability5 / 2010 / 20
Security and permissions9 / 2016 / 20
Maintenance10 / 2018 / 20
Documentation13 / 2017 / 20
Setup experience13 / 2014 / 20
Best for
  • Financial professionals and investment analysts needing real-time financial data and analysis
  • AI application developers seeking to integrate financial data capabilities
  • Researchers needing multi-market data for stocks, funds, bonds, crypto, etc.
  • Users who want intelligent Q&A via MCP clients like Claude Desktop
  • Biomedical researchers
  • Clinicians
  • AI agents that need efficient access to biomedical literature and data analysis
Not for
  • Non-financial MCP needs that do not require financial data services
  • Production environments requiring official support or enterprise-grade service guarantees
  • Users with strict data source permission requirements (need to apply for Tushare credits)
  • Users needing to write to upstream databases (read-only)
  • Users requiring direct access to closed datasets (e.g., COSMIC is not directly integrated)
  • Users expecting all advanced features without API keys
Required permissions
  • Requires a Tushare API token for access
  • Crypto data uses Binance public market endpoints, no API key required
  • stdio mode does not require network ports, but HTTP mode requires port opening and network access
  • Requires internet access to query public biomedical APIs
  • Optional API keys (NCBI, Semantic Scholar, OpenFDA, etc.) to improve rate limits or unlock features
  • Local read/write access for skills, cache, and local study data (e.g., `~/.local/share/biomcp`)
Risks and side effects
  • Dependency on Tushare API; some premium data require credits, free tokens may be limited
  • Public cloud services (e.g., finvestai.top) are hosted on personal servers, risk of abuse and instability
  • Data accuracy depends on third-party sources, may have latency or errors
  • Self-hosting requires protecting sensitive keys like TUSHARE_TOKEN
  • Upstream API rate limits may affect performance
  • Some data sources (e.g., KEGG) have licensing terms that restrict non-academic use
  • Features requiring API keys (e.g., OncoKB) may be incomplete without them
  • Local binary installations need regular updates for compatibility
Supported clientsClaude DesktopClaude Desktop, Claude Code, Codex, Other MCP stdio clients
Tools1811