Golf.dev offers an agent-native MCP Gateway to simplify the deployment and management of production-ready Machine Completion Platform servers. It provides essential features like rate limiting, tool filtering, and authentication, along with OpenTelemetry integration for enhanced visibility and performance monitoring.
Funding
Funding not disclosed
Founders
Product
Problem
Companies deploying Machine Completion Platform (MCP) servers often face challenges in managing production readiness, including implementing robust security, controlling resource usage, and gaining visibility into operational performance. This complexity can hinder the efficient deployment and monetization of MCP-based products.
Solution
Golf.dev provides an agent-native MCP Gateway solution designed to streamline the deployment and management of production-ready MCP servers. The platform acts as a persistent layer atop MCP server deployments, offering built-in capabilities for rate limiting, tool filtering, and authentication via API keys or OAuth. It also integrates OpenTelemetry for comprehensive tracing and error logging, providing deep visibility into user activity and system performance. Golf.dev supports both fully managed deployments and self-hosted options within a customer's own cloud environment, enabling flexible infrastructure management.
Target Audience
The primary target audience includes companies developing and deploying Machine Completion Platform (MCP) servers who require enhanced management, security, and operational visibility for their production environments.
Features
- Agent-native MCP Gateway for seamless integration with existing MCP server deployments.
- Built-in rate limiting to enforce per-tenant request quotas and protect backend resources.
- Tool filtering capabilities to manage global or per-user access to specific MCP tools.
- Authentication options including API keys, OAuth, and sticky sessions for secure access.
- OpenTelemetry integration for end-to-end request tracing and structured logging.
- Usage tracking with detailed metrics on tool invocations for analytics and billing.
- Support for both fully managed cloud deployments and Bring Your Own Cloud (BYOC) self-hosted options.
- Generates plain Python code for self-hosting or deployment via Golf Cloud.