meta-prompt-mcp-server
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The Meta Prompt MCP server transforms a standard Language Model into a dynamic, multi-agent system using the Meta-Prompting technique.
The Meta Prompt MCP server is an innovative implementation of the Meta-Prompting technique, designed to enhance language models by simulating a multi-agent system within a single model. This approach allows the language model to adopt two primary roles: the Conductor and the Expert. The Conductor acts as a project manager, breaking down complex problems into manageable subtasks and delegating them to various Experts, who are specialized agents like 'Python Programmer' or 'Creative Writer'. This collaborative workflow is guided by a sophisticated system prompt, enabling the model to reason, act, and self-critique, leading to more robust and accurate solutions. The entire process is streamlined into a single LLM call, making it faster and more cost-effective compared to traditional methods that require separate model instances.
Features
- Transforms a standard LM into a multi-agent system.
- Simulates collaborative workflows within a single model.
- Utilizes a sophisticated system prompt for guidance.
- Enables reasoning, action, and self-critique.
- Streamlined into a single LLM call for efficiency.