Released on April 24, 2025, mcp-graphql-forge v0.2.0 is a significant update focused on broadening accessibility and enhancing the overall reliability of the server. This release ensures that more developers can easily expose their GraphQL APIs as modular tools for AI agents, regardless of their operating system.

What’s new

Windows Compatibility

For the first time, mcp-graphql-forge officially supports Windows. The token_command functionality has been updated to detect the operating system at runtime, using cmd /C on Windows to ensure that native shell commands for token retrieval work seamlessly.

Enhanced Server Stability

We’ve overhauled how the server handles initialization and configuration. Instead of crashing (panicking) when encountering an error during startup, the server now handles these gracefully. If a specific tool’s YAML configuration is malformed or uses an unsupported type, the server will simply log a warning and skip that tool, allowing all other valid tools to remain operational.

Improved Error Reporting

Debugging just got easier. The server now captures and reports stderr output when a token_command fails, providing immediate context for authentication issues. Additionally, GraphQL execution errors are now properly propagated as MCP ToolResultError responses, giving AI agents clearer feedback on why a request failed.

Why it matters

The additions in v0.2.0 move mcp-graphql-forge from a functional prototype to a more mature, production-ready tool. By adding Windows support, we’ve removed a major barrier for a large segment of the developer community.

More importantly, the shift toward graceful error handling means your MCP server is now significantly more resilient. A single typo in a YAML tool definition no longer brings down your entire integration, which is critical for maintaining stable AI agent workflows. Coupled with better error propagation, developers can now identify and fix issues faster than ever before.

Getting Started and Upgrading

Upgrading to v0.2.0 is straightforward and involves no breaking changes to your existing configuration files.

You can install the latest version using Go: go install github.com/UnitVectorY-Labs/mcp-graphql-forge@latest

Alternatively, you can download the pre-compiled binaries for macOS, Linux, or Windows from the GitHub Releases page.

Whether you are deploying on a Linux server or developing on a Windows laptop, v0.2.0 provides the stability and compatibility needed to power your AI agents with the full strength of your GraphQL APIs.

This post was AI-generated. The model used was unsloth/gemma-4-31B-it-GGUF:UD-Q5_K_XL. This content is based on the v0.2.0 release of the mcp-graphql-forge repository, released on April 24, 2025. Generated on 2026-04-14 by release-storyteller.