ToolChat MCP Server

@rectalogic

代码仓库

基本信息

分类

AI 与智能体

传输方式

stdio

作者

rectalogic

关于 ToolChat MCP Server

PydanticAI LLM chat with MCP server tools

ToolChat MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "toolchat": {
      "command": "uv",
      "args": [
        "run",
        "toolchat",
        "--model",
        "google-gla:gemini-2.5-pro-exp-03-25",
        "--tool-servers",
        "sample-tools.yml",
        "--enable-tool-server",
        "awslabs.aws-documentation-mcp-server"
      ]
    }
  }
}

ToolChat MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is ToolChat?

ToolChat is a command-line tool that lets you chat with large language models (LLMs) while giving them access to external tools via MCP (Model Context Protocol) servers. It's designed for developers and users who want to combine conversational AI with real-time data retrieval or actions from configured MCP tool servers.

How to use ToolChat?

Configure MCP tool servers in a YAML file, then run ToolChat with the --tool-servers option pointing to that file. Enable specific tools using --enable-tool-server. The included /help command provides more details on features like multimodal support.

Key features of ToolChat

Chat with LLMs using MCP server tools
Configure tools in a simple YAML file
Enable specific tool servers per session
Supports multimodal prompts (images, documents, etc.)
Built-in /help and /quit commands

Use cases of ToolChat

Search official AWS documentation via a chat interface
Enable a documentation MCP server and ask for code snippets
Combine multiple MCP tools in one conversational workflow
Upload images or PDFs with a multimodal LLM for analysis

常见问题

How do I configure MCP servers for ToolChat?

Create a YAML file following the format shown in `sample-tools.yml`. Pass its path with the `--tool-servers` argument when starting ToolChat.

How do I enable a specific tool?

Use the `--enable-tool-server` flag followed by the tool server name. For example: `--enable-tool-server awslabs.aws-documentation-mcp-server`.

Can I include images or documents in my prompts?

Yes, if the underlying model supports multimodal inputs. See the `/help` command for details on attaching files.

Where can I find all available commands?

Run the `/help` command inside the ToolChat session to list all commands and usage instructions.

What is the runtime dependency?

ToolChat is run via `uv run toolchat` as shown in the example, but the README does not specify installation requirements beyond Python and the necessary packages.

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