Enables evolutionary idea generation using genetic algorithms with LLM workers, multi-objective fitness evaluation, and advanced genetic operations.
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process.env. You'll be asked to provide them before it can run.OPENAI_API_KEY— e ="your-oai-api-key-here" \COHERE_API_KEY— your-cohere-api-key # For Cohere embeddingsEMBEDDING_MODEL— "": "text-embedding-ada-002"VOYAGE_API_KEY— Voyage AI API key (optional, for Voyage embeddings)EMBEDDING_PROVIDER— cohere # Options: openai, cohere, sentence-transformerOPENAI_EMBEDDING_MODELCOHERE_EMBEDDING_MODELSENTENCE_TRANSFORMER_EMBEDDING_MODELVOYAGE_EMBEDDING_MODELGENETIC_MCP_LOG_LEVEL— Logging level (DEBUG, INFO, WARNING, ERROR, CRITICAL)GENETIC_MCP_LOG_FILE— Optional log file path for persistent loggingGENETIC_MCP_MEMORY_ENABLED— true # Enable memory system for learningGENETIC_MCP_MEMORY_DB— genetic_mcp_memory.db # Database for memory systemGENETIC_MCP_OPTIMIZATION_LEVEL— Optimization level (basic, enhanced, gpu, full)GENETIC_MCP_USE_GPUGENETIC_MCP_GPU_DEVICEGENETIC_MCP_USE_ADAPTIVEGENETIC_MCP_MAX_WORKERSANTHROPIC_API_KEY— your-anthropic-api-key # Alternative LLM providerOPENROUTER_API_KEY— e ="your-api-key-here" \MODEL— meta-llama/llama-3.2-3b-instructDEFAULT_PROVIDEROPENAI_MODEL— e ="gpt-4-turbo-preview" \ANTHROPIC_MODEL— Anthropic-specific model override (defaults to MODEL)OPENROUTER_MODEL— e ="meta-llama/llama-3.2-3b-instruct" \GENETIC_MCP_OPTIMIZATION_ENABLED— Enable advanced optimization features (true/false)GENETIC_MCP_TRANSPORT— "": "stdio"GENETIC_MCP_HOSTGENETIC_MCP_PORTGENETIC_MCP_GPU— Enable GPU acceleration (true/false)GPU_BATCH_SIZEGPU_MIXED_PRECISIONGPU_MEMORY_FRACTION[](https://m8ven.ai/mcp/andrasfe-genetic-mcp-1dbwk6)