{"id":"drhelius-gearlynx","name":"Gearlynx","af_score":39.0,"security_score":24.2,"reliability_score":36.2,"what_it_does":"Gearlynx is a cross-platform Atari Lynx emulator with a built-in debugger and an embedded MCP server (stdio or HTTP) intended to support AI-assisted debugging and tooling. It also supports a libretro core.","best_when":"You want local emulator + deep debugging capabilities, optionally augmented by an MCP server to connect an AI agent for memory/debug inspection tasks.","avoid_when":"You need production-grade, internet-exposed remote APIs with strong auth/TLS guarantees (beyond what’s documented), or you cannot obtain/maintain required emulator dependencies (e.g., SDL3/libs).","last_evaluated":"2026-03-30T15:20:17.590838+00:00","has_mcp":true,"has_api":false,"auth_methods":["No explicit auth mentioned for MCP; likely local/transport-based access depending on configuration"],"has_free_tier":false,"known_gotchas":["MCP server access model is not clearly documented (especially HTTP auth); agents should assume it’s not hardened for public exposure unless proven otherwise","Headless usage requires --mcp-stdio or --mcp-http; incorrect flags may prevent tool availability","Emulator debugging actions often depend on successful ROM load, BIOS availability, and symbol loading; agent should handle prerequisite setup steps explicitly","Idempotency for debugger/emulator control actions is not specified; repeated calls may affect emulation state"],"error_quality":0.0}