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- title: Generic MCP Server
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  sdk: gradio
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- # Generic MCP Server on Hugging Face Spaces
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- This Space hosts a generic **Model Context Protocol (MCP)** server implemented with Gradio. MCP is a protocol designed to enable large language models (LLMs) to interact with external tools and services in a structured and extensible way.
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- ## Overview
 
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- The MCP server acts as an intermediary that manages communication between an LLM and external resources, allowing enhanced functionality such as tool use, API calls, or database queries. This generic implementation provides a foundation to build and customize MCP-compatible services.
 
 
 
 
 
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- ## Features
 
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- - Implements core MCP server endpoints and message handling.
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- - Supports integration with Gradio UI for easy interaction and testing.
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- - Designed for extensibility to add custom tools and protocols.
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- - Runs seamlessly on Hugging Face Spaces with minimal setup.
 
 
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- ## Usage
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- - Interact with the server through the provided Gradio interface.
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- - Extend the `app.py` to add specific tool handlers or custom logic.
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- - Use this Space as a starting point for building advanced LLM tool use applications.
 
 
 
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- ## Deployment
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- This Space uses Gradio SDK version 3.44.0, which is compatible with the MCP server implementation. The app runs on `app.py` and requires no additional Docker configuration.
 
 
 
 
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
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+ title: Nationstates MCP Server
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+ ### **Introduction**
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+ This Space hosts the **NationStates MCP Server**, a specialized implementation designed to enable AI agents to **interact with NationStates**, a nation simulation game where players manage their own virtual country. Through **Model Context Protocol (MCP)**, AI models can analyze political decisions, respond to in-game issues, and adapt governance strategies dynamically.
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+
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+ ### **What is NationStates?**
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+ **NationStates** is an online political simulation game where players create and govern a virtual nation. Players make decisions on **laws, economics, civil rights, foreign policies, and morality**, influencing their nation's ranking across various metrics such as **economic strength, political freedoms, and social policies**.
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+ ---
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+ ### **What is MCP?**
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+ **Model Context Protocol (MCP)** is a structured protocol that enables large language models (LLMs) to **connect with external tools and services**, such as APIs, databases, and simulations. MCP ensures that AI agents can process, interpret, and execute **decision-making tasks** with real-time updates.
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+ ---
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+
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+ ### **Reason for Creation**
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+ 1️⃣ **Identifying Bias in AI Models** β†’ Understanding the **value biases** within AI-driven decisions is crucial for refining **ethical algorithms**.
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+ 2️⃣ **Simulated Nation Governance** β†’ Creating **AI-powered nations** allows models to **autonomously govern**, shaping political policies and economic strategies.
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+ 3️⃣ **Experimenting with AI Civilization Building** β†’ AI models can explore societal evolution, decision-making logic, and governance adaptation over time.
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+ ---
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+ ### **Features**
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+ βœ” **MCP-Enabled Decision-Making** β†’ AI agents analyze, respond to, and govern within NationStates.
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+ βœ” **Gradio UI Integration** β†’ Users can interact with the AI's governance logic in real-time.
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+ βœ” **Customizable AI Policies** β†’ Models can adjust governance strategies dynamically.
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+ βœ” **Bias Detection & Analysis** β†’ Monitors AI responses for underlying biases in political reasoning.
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+ βœ” **Autonomous Nation Evolution** β†’ Allows AI agents to adapt based on historical data and policy shifts.
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+ ---
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+ ### **Usage**
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+ πŸ”Ή **Interact through the Gradio UI** β†’ View nation status and AI-driven decisions.
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+ πŸ”Ή **Customize AI Policy Frameworks** β†’ Set governance preferences for AI-controlled nations.
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+ πŸ”Ή **Analyze AI Decision-Making Biases** β†’ Study how AI interprets ethical, political, and economic dilemmas.
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+ πŸ”Ή **Extend the `app.py`** β†’ Modify and expand the MCP server’s functionality.
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+ ### **Deployment**
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+ This Space uses **Gradio SDK Version 5.33.0**, running on `app.py`. No additional Docker configuration is required, making deployment simple and accessible.
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+ ---
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+ Check out the Hugging Face Spaces **[configuration reference](https://huggingface.co/docs/hub/spaces-config-reference)**.
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+ ---
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+ Does this structure align with what you envisioned? Let me know if you'd like modifications! πŸš€πŸ˜Š
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