Toolchat

🚀 Tool Chat

Communicate with large language models using the MCP Server.

Configure the MCP tool server in a YAML file, specify the path via --tool-servers, and enable specific tools with --enable-tool-server. Refer to the sample-tools.yml for the format.

If the model is multimodal, you can also include content such as images and documents in your prompts. For more details, refer to the /help command.

🚀 Quick Start

Use the MCP Server to communicate with large language models.

Configure the MCP tool server in a YAML file, specify the path using --tool-servers, and enable specific tools with --enable-tool-server. Check the sample-tools.yml for the reference format.

If the model is multimodal, you can include content like images and documents in your prompts. Refer to the /help command for more details.

💻 Usage Examples

Basic Usage

Search AWS documentation using the AWS documentation tool with Gemini Pro 2.5:

$ uv 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 - Exit with Ctrl-D or /quit
Enter /multi to enter multi-line mode, /help to view more commands
> Find documentation on S3 bucket naming rules. Cite the source.
Sure, I can help find documentation on S3 bucket naming rules and provide a summary and source link.

Tool search_documentation {'search_phrase': 'S3 bucket naming rules', 'limit': 1}

Great, I've found a relevant document. Next, I'll read the content to summarize the naming rules.

Tool read_documentation {'url': 'https://docs.aws.amazon.com/AmazonS3/latest/userguide/bucketnamingrules.html'}

Okay, here's a summary of the general S3 bucket naming rules based on the official AWS documentation:

General S3 bucket naming rules:

 • Length: Must be between 3 and 63 characters.
 • Characters: Can only contain lowercase letters (a-z), numbers (0-9), periods (.), and hyphens (-).
 • Beginning/End: Must start and end with a letter or number.
 ...[Omitted]