{"id":"outscraper-mcp-server","name":"outscraper-mcp-server","af_score":59.0,"security_score":57.5,"reliability_score":23.8,"what_it_does":"Provides an MCP (Model Context Protocol) server that exposes Outscraper-based extraction tools (e.g., Google Maps/Google/Yelp/Trustpilot/Amazon reviews and business/contact data) to MCP clients (e.g., Claude Desktop, Cursor).","best_when":"You need a standardized MCP tool interface for multi-source web/data extraction and you already have an Outscraper API key.","avoid_when":"You require a documented, self-hostable REST/SDK interface with complete machine-readable specs or you need strong guarantees on idempotency/retry/error semantics at the MCP tool level.","last_evaluated":"2026-04-04T21:49:35.217183+00:00","has_mcp":true,"has_api":false,"auth_methods":["Outscraper API key via OUTSCRAPER_API_KEY environment variable"],"has_free_tier":false,"known_gotchas":["LLM/agent callers may trigger high-volume extraction; pricing/rate limits are only broadly referenced, so agents should self-throttle/cap requests.","Because the MCP tool set is broad (25+ tools) but tool-level error/retry/idempotency semantics are not shown in the provided README, agents may need defensive handling for partial failures.","Ensure API key is correctly injected into the MCP server environment; misconfiguration will likely cause tool failures (exact error behavior not documented)."],"error_quality":0.0}