list_fitness_functions
List available
How to use it
Project documentation lists list_fitness_functions for the Evolve MCP MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), then check which tools your installed version makes available. Tool availability can depend on configuration and credentials. A server handshake does not verify this tool’s behavior. See the full listing for setup details.
Install Evolve MCP
claude mcp add evolve-mcp -- python -m mcp_server.serverOther tools in Evolve MCP (20)
Add custom pattern
Get complexity metrics
Stop a running cycle
Should evolve?
Quick text check
Combine two variants
Find anomalies
Calculate fitness score
Detailed breakdown
Create A/B test pair
Create variant population
Check cycle progress
Aggregated metrics
Apply specific mutation
Log performance data
Add custom metric
Resume from checkpoint
Begin an evolution cycle
Adjust weights
Full safety check