A multi-model agent swarm coordinator that automatically selects the most suitable LLM based on task content and role requirements. It provides tools for automated model selection, direct model interaction, and task analysis across a variety of specialized AI models.
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process.env. You'll be asked to provide them before it can run.BATCH_SIZE— 思路：多轮 API 调用不再全串行，而是每批并发 个请求，批与批顺序执行；总耗时 ≈ 批数 × 单次响应时间。DB_MONGODB_DATABASEDB_MONGODB_DBDB_MONGODB_URIDB_POSTGRESQL_DATABASEDB_POSTGRESQL_HOSTDB_POSTGRESQL_PASSWORDDB_POSTGRESQL_PORTDB_POSTGRESQL_USERDB_POSTGRES_DBDB_POSTGRES_HOSTDB_POSTGRES_PASSWORDDB_POSTGRES_PORTDB_POSTGRES_USERDB_REDIS_HOSTDB_REDIS_PASSWORDDB_REDIS_PORTQUICK— 1：只测 4 个指定模型，进一步缩短时间。SWARM_API_BASE_URL— 编辑 .env 填写 和（如需要）SWARM_API_KEYSWARM_API_KEY— 编辑 .env 填写 SWARM_API_BASE_URL 和（如需要）SWARM_CHAT_PATH— 否 统一 API 聊天路径，默认 /api/chatSWARM_EMBEDDING_API_BASE_URLSWARM_EMBEDDING_API_KEYSWARM_EMBEDDING_DIMENSIONSSWARM_EMBEDDING_MODELSWARM_EMBEDDING_MODEL_NAMESWARM_EMBEDDING_PATHSWARM_MINIMAX_API_BASE_URL— 否 MiniMax 独立 API 基础地址（如 https://api.minimaxi.com/v1），配置后蜂群中创意任务与指定 MiniMax-M2.5 时走此地址SWARM_MINIMAX_API_KEY— 否 MiniMax API 密钥SWARM_MINIMAX_CHAT_PATH— 否 MiniMax 聊天路径，建议 chat/completions（base 已含 /v1 时）[](https://m8ven.ai/mcp/moselu-mcp-swarm-1e37sy)