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model-enhancement-servers

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MCP servers that models can use to extend their capabilities for general-use tasks and formalized workflows.

26 stars JavaScriptOthers Updated Mar 16, 2026

Documentation

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:

1. Structured Argumentation - A server for formal dialectical reasoning

2. Visual Reasoning - A server for diagrammatic thinking and spatial representation

3. Scientific Method - A server for hypothesis testing and evidence evaluation

4. Analogical Reasoning - A server for structured metaphorical thinking

5. Metacognitive Monitoring - A server for knowledge assessment and confidence tracking

6. Decision Framework - A server for structured decision analysis

7. Collaborative Reasoning - A server for multi-perspective problem solving

8. Ethical Reasoning - A server for evaluating actions with moral frameworks

9. Bias Detection - A server for flagging potentially biased wording

10. Constraint Solver - A server for validating logical and numeric constraints

11. Narrative Planner - A server for generating simple story outlines

12. Goal Tracker - A server for maintaining and completing objectives

13. Multimodal Synthesizer - A server for combining text and image descriptions

Potential Future Servers

The following server ideas are under consideration to further extend model reasoning capabilities:

1. Emotion-Aware Interaction - Provides sentiment tracking and mood-aware responses to improve empathic communication.

2. Long-Term Memory - Maintains persistent context across sessions for continuity and recall of past interactions.

Installation

Each server can be installed individually:

bash
# 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`:

json
{
  "mcpServers": {
    "structured-argumentation": {
      "command": "npx",
      "args": [
        "-y",
        "@waldzellai/structured-argumentation"
      ]
    }
  }
}

Docker

All servers are available as Docker images:

bash
docker run --rm -i waldzellai/structured-argumentation

Development

Clone the repository and install dependencies:

bash
git clone https://github.com/waldzellai/model-enhancement-servers.git
cd model-enhancement-servers
npm install

Build all packages:

bash
npm run build

License

This project is licensed under the MIT License - see the LICENSE file for details.

Frequently asked questions

What is model-enhancement-servers?

model-enhancement-servers is MCP servers that models can use to extend their capabilities for general-use tasks and formalized workflows.

How do I install model-enhancement-servers?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is model-enhancement-servers open source?

Yes — it is hosted on GitHub at https://github.com/peragus-dev/model-enhancement-servers and has 26 stars.

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