MCP Agent Forge

@HundunOnline

Repository

Basic information

About MCP Agent Forge

A powerful MCP tool for forging and managing AI agent personalities with customizable expert traits and behaviors.

#agent-making#build-multi-agent

MCP Agent Forge config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "mcp-agent-forge": {
      "command": "/path/to/mcp-agent-forge",
      "env": {
        "DEEPSEEK_API_KEY": "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxx"
      }
    }
  }
}

MCP Agent Forge tools

Tool list not available yet

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Overview

What is Mcp Agent Forge?

Mcp Agent Forge is a platform for creating and managing AI agents with specific personality traits, simulating their responses to questions, and building multi-agent collaboration research projects similar to CO-STORM. It uses the DeepSeek API for advanced language understanding.

How to use Mcp Agent Forge?

Install Go 1.24.1+, clone the repository, and run make build. Configure the MCP server in your client’s settings by setting the DEEPSEEK_API_KEY environment variable. Invoke tools such as expert_personality_generation to create agents, agent_answer to simulate responses, get_agent, list_agents, and delete_agent for management.

Key features of Mcp Agent Forge

Create agents with specific personality traits
Simulate agent responses to questions
Query, list, and delete agents
Support deep multi-round conversation interactions
Advanced language understanding powered by DeepSeek API

Use cases of Mcp Agent Forge

Building multi-agent research projects similar to CO-STORM
Creating expert agents with professional backgrounds for Q&A
Conducting multi-round dialogues with simulated experts
Managing and adjusting agent behavior over time

Frequently asked questions

What are the system requirements?

Go 1.24.1 or higher and a DeepSeek API key are required.

How do I configure Mcp Agent Forge?

Set the `DEEPSEEK_API_KEY` environment variable (required) and optionally configure `LOG_LEVEL`, `LOG_PATH`, `CONFIG_PATH`, `PORT`, and `DEBUG`.

What tools does Mcp Agent Forge provide?

Five tools: `expert_personality_generation` (create an agent), `agent_answer` (simulate a response), `get_agent` (get agent info), `list_agents` (list all agents), and `delete_agent` (remove an agent).

Can agents engage in multi-turn conversations?

Yes. The `agent_answer` tool supports a `planned_rounds` and `current_round` parameter to manage multi-round dialogues.

How are agent personalities customized?

When creating an agent via `expert_personality_generation`, you provide an `agent_name` and a comma-separated list of `core_traits` (e.g., “Systems Thinking, First Principles”).

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