MCP Server for evolutionary brainstorming with genetic programming
Project description
Ideosphere MCP Server
Evolutionary brainstorming via genetic programming — an MCP server that evolves tree-structured ideas using semantic similarity, multi-objective targets, and variable-length genomes.
Tools
| Tool | Purpose |
|---|---|
init_session |
Create a new brainstorming session |
seed_ideas |
Seed ideas (flat = texts, GP = random trees) |
show_ideas |
View all ideas with rankings |
rank_ideas |
Rank ideas by preference (best first) |
evolve |
Flat = LLM instructions, GP = free structural evolution |
add_ideas |
Register new flat ideas (LLM output) |
refresh_idea |
Replace leaf content while preserving tree structure |
import_idea |
Hand-craft a structured tree (leaves + operators) |
add_leaf_to_idea |
Append a leaf (variable-length) |
prune_leaf_from_idea |
Remove a leaf (preserves prefix) |
set_targets |
Update multi-objective fitness targets |
migrate_vocabulary |
Inject new leaf concepts |
get_stats |
Population statistics & diversity metrics |
get_pedigree |
Idea lineage tree |
export_session / restore_session |
Persistence |
list_sessions |
List active sessions |
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ideosphere_mcp-0.1.3.tar.gz
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