{"id":"abdullah1854-mcpgateway","name":"MCPGateway","af_score":59.5,"security_score":61.8,"reliability_score":36.2,"what_it_does":"MCPGateway is a universal MCP aggregation server that exposes a single HTTP/SSE endpoint (/mcp and /sse) to route to multiple upstream MCP servers (STDIO/HTTP/SSE), while applying aggressive token/context optimizations, result filtering/aggregation, sandboxed code execution, and providing a web dashboard for managing backends and tools.","best_when":"You need a single MCP endpoint for heterogeneous tool servers plus substantial context/token savings and a management dashboard.","avoid_when":"You cannot lock down authentication for sensitive endpoints, or you need a fully specified, strongly contract-tested REST API with comprehensive machine-readable schemas.","last_evaluated":"2026-03-30T15:40:44.026424+00:00","has_mcp":true,"has_api":true,"auth_methods":["API key","OAuth","JWT"],"has_free_tier":false,"known_gotchas":["Authentication modes affect access to sensitive endpoints (/dashboard, /dashboard/api/*, /api/code/*, /metrics/json). Agents should not assume unauthenticated access works by default.","Code execution endpoint (/api/code/execute) may be restricted/secured in practice; ensure sandbox and permissions are configured appropriately.","Token-optimization behaviors (delta responses, session context) may cause surprising outputs if an agent expects raw upstream responses."],"error_quality":0.0}