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 |
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
ideosphere_mcp-0.1.1.tar.gz
(14.9 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file ideosphere_mcp-0.1.1.tar.gz.
File metadata
- Download URL: ideosphere_mcp-0.1.1.tar.gz
- Upload date:
- Size: 14.9 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.11.15 {"installer":{"name":"uv","version":"0.11.15","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Fedora Linux","version":"44","id":"","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d823edd5cc78381a0e04a3fd91d6864943f74e2b8bee328cf2282f5ea8bd9165
|
|
| MD5 |
f998f3237d88d0f759ff7229bc3fe72a
|
|
| BLAKE2b-256 |
dbceace7c96b0bfd6ba8c6a12b52461652508e16cd400e89f93f202a2fa8ffba
|
File details
Details for the file ideosphere_mcp-0.1.1-py3-none-any.whl.
File metadata
- Download URL: ideosphere_mcp-0.1.1-py3-none-any.whl
- Upload date:
- Size: 17.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.11.15 {"installer":{"name":"uv","version":"0.11.15","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Fedora Linux","version":"44","id":"","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e386a0deefb49343d49bef98990637572214e9c242798398a821d019a5514c88
|
|
| MD5 |
ae5f5db6e407e3eaa2abde58fd3ef852
|
|
| BLAKE2b-256 |
487e0e05cd2ebb826a090cc2190d10072e3e7872f32144833317b55691d5b29f
|
