Model Enhancement Servers
What is Model Enhancement Servers
Model-enhancement-servers are MCP servers designed to extend the capabilities of models for general-use tasks and formalized workflows, providing cognitive enhancement tools for large language models.
Use cases
Use cases include formal dialectical reasoning, diagrammatic thinking, hypothesis testing, metaphorical thinking, knowledge assessment, structured decision analysis, and multi-perspective problem solving.
How to use
To use model-enhancement-servers, install the desired server via npm or yarn, or run it as a Docker image. Configuration can be done by adding the server details to your ‘claude_desktop_config.json’.
Key features
Key features include structured argumentation, visual reasoning, scientific method, analogical reasoning, metacognitive monitoring, decision framework, and collaborative reasoning, each serving specific cognitive tasks.
Where to use
Model-enhancement-servers can be used in various fields such as education, research, data analysis, and any domain requiring enhanced cognitive processing and reasoning capabilities.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Overview
What is Model Enhancement Servers
Model-enhancement-servers are MCP servers designed to extend the capabilities of models for general-use tasks and formalized workflows, providing cognitive enhancement tools for large language models.
Use cases
Use cases include formal dialectical reasoning, diagrammatic thinking, hypothesis testing, metaphorical thinking, knowledge assessment, structured decision analysis, and multi-perspective problem solving.
How to use
To use model-enhancement-servers, install the desired server via npm or yarn, or run it as a Docker image. Configuration can be done by adding the server details to your ‘claude_desktop_config.json’.
Key features
Key features include structured argumentation, visual reasoning, scientific method, analogical reasoning, metacognitive monitoring, decision framework, and collaborative reasoning, each serving specific cognitive tasks.
Where to use
Model-enhancement-servers can be used in various fields such as education, research, data analysis, and any domain requiring enhanced cognitive processing and reasoning capabilities.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Content
Cognitive Enhancement MCP Servers
A collection of Model Context Protocol servers that provide cognitive enhancement tools for large language models.
Servers
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
Installation
Each server can be installed individually:
# Using npm
npm install @waldzellai/structured-argumentation
# Using yarn
yarn add @waldzellai/structured-argumentation
Usage with Claude Desktop
Add this to your claude_desktop_config.json:
{
"mcpServers": {
"structured-argumentation": {
"command": "npx",
"args": [
"-y",
"@waldzellai/structured-argumentation"
]
}
}
}Docker
All servers are available as Docker images:
docker run --rm -i waldzellai/structured-argumentation
Development
Clone the repository and install dependencies:
git clone https://github.com/waldzellai/model-enhancement-servers.git
cd model-enhancement-servers
npm install
Build all packages:
npm run build
License
This project is licensed under the MIT License - see the LICENSE file for details.
Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.
