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evolve

station__dna__evolve external (needs EXECUTION_BACKEND_URL) dna non-pv Constructa Configa

Run genetic algorithm evolution from seed DNA sequences toward a target word. Simulates natural selection with mutation, crossover, and fitness scoring over multiple generations.

Taxonomy

Linnaean classification joined from the algovigilance taxonomy index via the parent config's rank.

Rank	Value
domain	`Substrata`
kingdom	`Constructa`
phylum	`Configa`
class	`station-config`
order	`dna`
family	`mcp-tool-config`

Characteristics:

substrate: config
domain: pv
lifecycle: continuous
authority: read
compounding: producer
io: agent-request → tool-response

Input schema

seeds arrayrequired — Initial DNA seed sequences (strings)
target stringrequired — Target word to evolve toward
generations integer — Number of generations (default: 100)
population_size integer — Population size per generation (default: 50)
mutation_rate number — Mutation rate 0.0-1.0 (default: 0.01)

Example call

POST /api/mcp
Content-Type: application/json

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "station__dna__evolve",
    "arguments": {
      "seeds": [],
      "target": ""
    }
  }
}

How to invoke from a client

From any MCP-aware client, add https://algovigilance.com/api/mcp as an MCP server, then call this tool by name. From a raw HTTP client, send the JSON-RPC body above to /api/mcp.

Agent-friendly formats

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All tools (3062 live)
/api/mcp — endpoint
/AGENTS.md — agent guide
/tools/dna__evolve/raw.md — this page's Markdown twin