Golf is an open-source framework and optional hosted platform for building and running Model Context Protocol (MCP) servers. Golf manages critical infrastructure needs—such as routing, authentication, observability, and deployment—for teams building on the MCP specification.
The core offering, golfMCP, enables developers to convert directories of tools, prompts, and resources into a fully spec-compliant MCP server. The framework is designed for simplicity: it removes the need for decorators, boilerplate code, or deep expertise in the MCP spec itself. This approach allows developers to focus on their agent logic while Golf handles the infrastructure overhead.
Golf enhances developer experience by providing:
- File-based routing for organizing endpoints
- Built-in authentication mechanisms
- Integrated tracing and observability features
- Optional cloud deployment and dashboard for monitoring and management
With these features, Golf offers a streamlined path to production for teams building AI agent infrastructure and applications on MCP, whether self-hosted or using Golf’s managed cloud.
Who Uses Golf?
Golf is designed for developers, AI infrastructure teams, and organizations building on the Model Context Protocol, especially those looking to accelerate deployment of compliant agent-based systems. Its open-source foundation makes it accessible to startups, research groups, and enterprises alike, though specific customer names are not publicly listed.
What Makes Golf Distinctive?
Golf differentiates itself by focusing on developer experience and ease of compliance with the MCP standard. By handling the operational complexities—such as routing, authentication, and deployment—it reduces barriers to entry for teams adopting the Model Context Protocol. The no-boilerplate, spec-abstracted approach means teams can move faster without deep protocol knowledge.
Where is Golf Based?
Golf operates with headquarters in Warsaw, Poland and San Francisco, California, reflecting a distributed and globally focused team.
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