{"id":"coral-protocol-anemoi","name":"Anemoi","af_score":26.2,"security_score":40.8,"reliability_score":17.5,"what_it_does":"Anemoi is a semi-centralized multi-agent system that uses an Agent-to-Agent (A2A) communication MCP server (referenced as Coral Protocol) to enable direct inter-agent collaboration for scalable planning/execution and context management. The repo readme also documents a reproduction setup using multiple external API keys (Firecrawl, Google, OpenRouter, etc.) and runs an experiment via Gradle.","best_when":"You want to experiment with MAS/A2A communication research ideas and can run code in a controlled environment with the required API keys and dependencies.","avoid_when":"Avoid if you need a simple hosted service with a documented API surface, strong auth/rate-limit documentation, and predictable operational behavior without significant setup.","last_evaluated":"2026-03-30T13:32:43.040386+00:00","has_mcp":true,"has_api":false,"auth_methods":["API key environment variables for external services (as documented in README)"],"has_free_tier":false,"known_gotchas":["Repo README focuses on research reproduction; does not provide agent-facing API/MCP contract details (tool names, schemas, error codes).","Requires multiple external API keys; missing/invalid env vars may cause runtime failures with unclear error handling.","Involves minor modifications to CAMEL within a venv during reproduction, which may impact compatibility across environments."],"error_quality":0.0}