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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.Firecrawl MCP ServerFirecrawl's official MCP server for web search, scraping, and structured extraction for AI agents
FMRS50 / 100 · D75 / 100 · B
Reliability5 / 2013 / 20
Security and permissions9 / 2012 / 20
Maintenance10 / 2016 / 20
Documentation13 / 2017 / 20
Setup experience13 / 2017 / 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
  • Scenarios needing clean, structured web context fed to an AI assistant
  • Users already on the Firecrawl platform who want to call its scraping capability directly via MCP
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)
  • Simple static-page scraping where you don't want to depend on a third-party API and incur call costs
  • Sites that explicitly disallow automated access (robots.txt)
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 a Firecrawl API key to call; cost and quota are governed by the Firecrawl account
  • firecrawl_agent/firecrawl_interact perform automated browser interaction, which may trigger login or form-submission flows on the target site
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
  • Bulk crawl/map tools can generate significant request volume against a target site — respect the site's rate limits and terms of service
  • firecrawl_agent's interactive action chain is longer — define task boundaries clearly before running it to avoid accidentally triggering actions on a sensitive site
Supported clientsClaude DesktopClaude Desktop, VS Code, Cursor, Windsurf, Zed, Amp
Tools1811