What is the MCP Think Server?

The MCP Think Server implements the “think” tool, providing LLMs like Claude with a dedicated space for structured thinking during complex problem-solving tasks. It improves reasoning capabilities and policy adherence.

How does the MCP Think Server improve LLM performance?

It provides a structured thinking space, maintains a log of thoughts with timestamps, and supports multiple transport protocols, allowing LLMs to break down complex problems, track reasoning, and adhere to policies more effectively.

What transport options are available for the MCP Think Server?

The MCP Think Server supports both stdio (standard input/output) and SSE (Server-Sent Events) transports, ensuring compatibility with various LLM integration setups.

How do I install the MCP Think Server?

You can install it from PyPI using pip install mcp-think or clone the repository from GitHub and install from source using pip install -e ..

How do I configure the MCP Think Server for use with Claude in Windsurf (UBOS)?

Add the “think” configuration to your MCP config file, specifying the command, arguments, type (stdio or sse), polling interval, startup timeout, and restart on failure settings.

What is UBOS, and how does it enhance the MCP Think Server?

UBOS is a full-stack AI Agent Development Platform that provides the infrastructure, tools, and support needed to seamlessly integrate the MCP Think Server into your AI workflows, connect agents with data, and build sophisticated AI applications.

Can I use the MCP Think Server with other LLMs besides Claude?

Yes, the MCP Think Server is designed to be compatible with other LLMs that support the Model Context Protocol (MCP).

What are some use cases for the MCP Think Server?

Use cases include complex data analysis, policy compliance automation, AI-powered customer support, code generation and debugging, and financial modeling and risk assessment.

Where can I find the source code for the MCP Think Server?

The source code is available on GitHub at https://github.com/ddkang1/mcp-think.git.

How can I contribute to the MCP Think Server project?

Contributions are welcome! Please see the CONTRIBUTING.md file in the GitHub repository for details on how to contribute.