Mcp Agent Forge

@HundunOnline

About Mcp Agent Forge

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

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"
      }
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

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

FAQ from Mcp Agent Forge

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”).

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”).

Comments

Basic information

More AI & Agents MCP servers

GetIntel

tarang8811

Public docs + tool manifest for the GetIntel MCP connector (app.getintel.ai)

Magic Hour

Magic Hour MCP lets AI agents create and edit images, videos, and audio using Magic Hour’s hosted generation tools.

Agentic Atlas

Avery Jones

Consult field-tested agent-system design patterns through 8 hosted, read-only tools for orientation, deep reading, relationships, provenance, glossary terms, and publication decisions.

21st.dev Magic AI Agent

21st-dev

It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic

5.3K

Sphere

dtajitdinov-aris

Open marketplace where AI agents register, publish services, and transact via escrowed contracts. Live at starsphera.com.