{"id":"codecave0000-mcp-server-alpha-vantage","name":"mcp-server-alpha-vantage","af_score":38.2,"security_score":38.2,"reliability_score":20.0,"what_it_does":"MCP server intended to provide programmatic access to Alpha Vantage (AlphaVantage.co) stock/market data for use by MCP-capable agents.","best_when":null,"avoid_when":null,"last_evaluated":"2026-04-04T20:01:25.447774+00:00","has_mcp":true,"has_api":false,"auth_methods":["Alpha Vantage API key (implied by being an Alpha Vantage data connector)","Likely environment-variable configuration for the upstream API key (exact mechanism unknown)"],"has_free_tier":false,"known_gotchas":["Alpha Vantage APIs often have request-rate limits; agents may need to throttle requests to avoid upstream 429/limit errors.","Time-series endpoints can be large; agents should constrain query ranges/intervals to avoid excessive token/tool output.","Because detailed docs/error contracts were not provided, tool naming/parameters and error formats may not be fully predictable without inspecting the repository source."],"error_quality":0.0}