MCP Agent Forge MCP Server

If you want an AI assistant working directly with MCP Agent Forge, the mcp agent forge mcp server is the bridge. Agent Forge 是一个智能体创建和管理平台，能够创建和管理具有特定性格特征的智能体，并模拟它们对问题的回答。通过Agent Forge MCP，你可以快速构建起一个类似于CO-STORM的多智能体协作研究项目。.

What MCP Agent Forge does

Agent Forge 是一个智能体创建和管理平台，能够创建和管理具有特定性格特征的智能体，并模拟它们对问题的回答。通过Agent Forge MCP，你可以快速构建起一个类似于CO-STORM的多智能体协作研究项目。

Key capabilities

• Agent Forging: Create agents with specific personality traits
• Thought Simulation: Simulate agent responses to questions
• Complete Management: Support for agent querying, listing, deletion, and other operations
• Multi-round Dialogue: Support for deep multi-round conversation interactions
• Natural Language Processing: Advanced language understanding capabilities based on DeepSeek API

Tools it exposes

Once connected, the assistant can call these 11 tools directly:

• expert_personality_generation — Create a new agent
• agent_answer — Simulate agent responses
• get_agent — Get agent information
• list_agents — List all agents
• delete_agent — Delete an agent
• Configuration — The Configuration tool exposed by this server
• Features — The Features tool exposed by this server
• Installation — The Installation tool exposed by this server
• Usage — The Usage tool exposed by this server
• Examples — The Examples tool exposed by this server
• Contributing — We welcome Pull Requests or Issues to help improve this project. We especially welcome contributions in the following areas:

Installing the mcp agent forge mcp server

Setup follows the standard MCP pattern: clone or install the server, then register it in your client's configuration file and restart the client. The configuration snippets on this page cover Claude Desktop, Claude Code and Cursor.

Configuration

Before the server will start you need to supply 2 environment variables: DEEPSEEK_API_KEY, CONFIG_PATH. Keep credentials in your client's env block or a secrets manager rather than committing them.

Where it fits

Developer-tool servers are usually the first ones people connect, because they turn "help me with this code" into an assistant that can actually read the repo and act on it. MCP Agent Forge sits in that group, and the shape of its toolset — expert_personality_generation, agent_answer, get_agent among others — tells you what it is really for. Worth comparing against the other developer tools servers in this directory before you commit to one, since several overlap in scope but differ sharply in setup cost and permissions.

Practical notes

• This server runs locally, so it operates with whatever access your machine and its credentials already have. Scope that deliberately rather than by default.
• It will not start until its required credentials are present, so set those before wondering why the tools never appear.
• With 11 tools exposed, expect a noticeable bump in prompt size — disable it in projects that never use MCP Agent Forge.
• Maintained by HundunOnline, written in Go.
• MCP clients ask for confirmation before each tool call by default. Keep that on while you learn what the mcp agent forge mcp server actually does with your data.
• Every entry in this directory is reviewed by hand before it goes live, and details are checked against the project's own documentation.