analyze_problem
Process a problem statement through the full UCPF framework
LABSCO SUMMARY
A fixed procedure, so the same questions get asked every time.
The value is not that a model can think about your problem — it can already — but that this asks the same structural questions in the same order: what am I assuming, what do I know versus what is knowable, what would the opposite framing look like. Session state is worth enabling for anything that runs past one call, because the accumulated analysis is readable afterwards as its own resource rather than being scattered through the transcript.
What it is
An MCP server implementing the Unified Cognitive Processing Framework: a fixed procedure for taking a problem apart. It assesses the thinking state a problem is being approached from, maps what is known against what is knowable, asks recursive questions that challenge the framing, and produces alternative perspectives — optionally keeping the analysis across a session.
What you get
- A problem statement run through the whole framework — cognitive state assessment, knowledge mapping across awareness, content and accessibility, recursive questions that challenge the initial assumptions, and structured perspectives — at a normal or detailed level —
analyze_problem - Novel viewpoints and metaphors on a topic, with the number of perspectives you want and constraints you supply to keep them relevant —
creative_exploration - Session persistence turned on, off, reset or inspected, so a multi-step analysis keeps its context —
manage_state - The framework itself readable as resources:
ucpf://framework/overview,ucpf://framework/cognitive-statesanducpf://framework/knowledge-dimensions, plus a session's accumulated analysis atucpf://session/{sessionId}/analysis
Requirements
No account and no key — the configuration block has an empty env. Node.js v14 or higher and npm v6 or higher. The npm package name is DeepLucid3D (0.1.0) and it is marked private, so build from a clone with npm install and npm run build, then point your client at the built index.js. State is off unless you enable it, so pass a session id and switch it on when you want an analysis to accumulate across calls.
Setup effort
One command — npx -y github:MushroomFleet/DeepLucid3D-MCP
USE CASES
01
Getting unstuck on a problem you have been circling
Run the problem statement through the framework and read the recursive questions, which are aimed at the assumption you did not notice you were making.
02
Finding out what you do not know yet
Use the knowledge mapping to separate what is known, what is unknown but findable, and what is not knowable at all — which decides where to spend research time.
03
Generating options when the obvious answer is unsatisfying
Ask for a set number of perspectives on the topic with your real constraints attached, so the alternatives stay usable rather than merely surprising.
04
Working a problem over several sessions
Enable state under a session id, analyse in stages, and read the accumulated analysis back as a resource when you return.
3 tools
Counted once with only startup setup. Other versions, modes or optional credentials may expose a different list.
creative_exploration
Generate novel perspectives and connections for a topic
manage_state
Control the state management for UCPF processing
BEFORE YOU INSTALL
What to know first
Tools you get
3 tools when we connected.
Requires
- npx on PATH
- Node.js
- npm
CONTEXT COST
Light Standing cost
Rated by the size of the 3 tool definitions that ride along on every turn, not by how many there are
INSTALLATION
Connect your client
Add the block to your client, or run the command directly.
Server setup
Configuration file
JSON
{
"mcpServers": {
"DeepLucid3D-MCP": {
"command": "npx",
"args": [
"-y",
"github:MushroomFleet/DeepLucid3D-MCP"
]
}
}
}npx
TERMINAL
npx -y github:MushroomFleet/DeepLucid3D-MCP
