{"id":"hormold-cognition-wheel","name":"cognition-wheel","af_score":67.0,"security_score":56.8,"reliability_score":40.0,"what_it_does":"Provides an MCP (Model Context Protocol) server that answers questions by consulting multiple LLM providers (Anthropic, Google, OpenAI) in parallel and synthesizing the results into a final response via a single tool (`cognition_wheel`).","best_when":"You want an MCP tool that aggregates several frontier model responses to produce a consolidated answer inside an agent-driven workflow.","avoid_when":"You need strict cost/latency predictability, guaranteed privacy/data residency constraints, or you cannot manage multiple external API credentials.","last_evaluated":"2026-03-30T13:38:10.047573+00:00","has_mcp":true,"has_api":false,"auth_methods":["Environment variables for provider API keys: ANTHROPIC_API_KEY, GOOGLE_GENERATIVE_AI_API_KEY, OPENAI_API_KEY"],"has_free_tier":false,"known_gotchas":["Multiple upstream model calls per tool invocation can increase latency and cost.","Tool behavior may depend on environment configuration (API keys, optional internet search).","If one upstream model fails, behavior is described only generally as “graceful degradation”; specific error formats/retry behavior are not documented."],"error_quality":0.0}