A collection of Model Context Protocol servers that provide cognitive enhancement tools for large language models.
This monorepo contains the following MCP servers:
- Structured Argumentation - A server for formal dialectical reasoning
- Visual Reasoning - A server for diagrammatic thinking and spatial representation
- Scientific Method - A server for hypothesis testing and evidence evaluation
- Analogical Reasoning - A server for structured metaphorical thinking
- Metacognitive Monitoring - A server for knowledge assessment and confidence tracking
- Decision Framework - A server for structured decision analysis
- Collaborative Reasoning - A server for multi-perspective problem solving
- Ethical Reasoning - A server for evaluating actions with moral frameworks
- Bias Detection - A server for flagging potentially biased wording
- Constraint Solver - A server for validating logical and numeric constraints
- Narrative Planner - A server for generating simple story outlines
- Goal Tracker - A server for maintaining and completing objectives
- Multimodal Synthesizer - A server for combining text and image descriptions
The following server ideas are under consideration to further extend model reasoning capabilities:
- Emotion-Aware Interaction - Provides sentiment tracking and mood-aware responses to improve empathic communication.
- Long-Term Memory - Maintains persistent context across sessions for continuity and recall of past interactions.
Each server can be installed individually:
# Using npm
npm install @waldzellai/structured-argumentation
# Using yarn
yarn add @waldzellai/structured-argumentationAdd this to your claude_desktop_config.json:
{
"mcpServers": {
"structured-argumentation": {
"command": "npx",
"args": [
"-y",
"@waldzellai/structured-argumentation"
]
}
}
}All servers are available as Docker images:
docker run --rm -i waldzellai/structured-argumentationClone the repository and install dependencies:
git clone https://github.com/waldzellai/model-enhancement-servers.git
cd model-enhancement-servers
npm installBuild all packages:
npm run buildThis project is licensed under the MIT License - see the LICENSE file for details.