Below you will find pages that utilize the taxonomy term “Lee-To”
April 23, 2026
mcpunit
Version updated for https://github.com/lee-to/mcpunit to version v1.4.0.
This action is used across all versions by ? repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary mcpunit is a GitHub Action designed to audit MCP servers for quality issues, such as poorly named tools, vague schemas, and risky capabilities, ensuring they are reliable for AI agent interactions. It automates the detection of critical flaws across 24 deterministic rules, providing actionable reports in formats like JSON and SARIF. Built for CI environments, its lightweight, fast, and dependency-free design makes it ideal for maintaining high server standards without slowing down development workflows.
April 21, 2026
mcpunit
Version updated for https://github.com/lee-to/mcpunit to version v1.3.0.
This action is used across all versions by ? repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary Summary:
The mcpunit GitHub Action performs a comprehensive quality audit of MCP servers, identifying issues such as poorly named tools, weak schemas, hidden risks, and inefficiencies in server responses. It automates the validation process with deterministic, CI-friendly checks, ensuring high standards for server configuration to improve AI agent behavior and prevent operational errors. Built for speed and simplicity, it provides lightweight, fast execution with zero runtime dependencies.
April 20, 2026
mcpunit
Version updated for https://github.com/lee-to/mcpunit to version v1.2.0.
This action is used across all versions by ? repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary mcpunit is a GitHub Action designed to audit the quality of Model Context Protocol (MCP) servers by evaluating tool names, input schemas, descriptions, and capabilities to ensure they are precise, safe, and optimized for AI agent behavior. It addresses issues such as ambiguous tool semantics, weak schemas, and dangerous capabilities, preventing errors, inefficiencies, and security risks in production. Key features include deterministic rule checks, fast execution, lightweight design (<5 MB binary), and seamless CI integration for automated quality assurance.
April 19, 2026
mcpunit
Version updated for https://github.com/lee-to/mcpunit to version v1.1.0.
This action is used across all versions by ? repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary Summary:
The mcpunit GitHub Action is a lightweight tool designed to perform automated quality audits on Model Context Protocol (MCP) servers. It detects issues such as vague tool names, weak input schemas, dangerous capabilities, and inefficiencies in server responses, ensuring high-quality standards and preventing errors that could harm AI agent behavior. Built for speed and simplicity, mcpunit provides fast, deterministic, CI-compatible validations without runtime dependencies, aiding developers in maintaining robust and reliable MCP server configurations.
April 13, 2026
mcpunit
Version updated for https://github.com/lee-to/mcpunit to version v1.0.1.
This action is used across all versions by ? repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary mcpunit is a GitHub Action designed to audit the quality of MCP (Model Context Protocol) servers by analyzing tool names, schemas, and capabilities to identify potential issues such as vague descriptions, weak input validation, and unsafe functionalities. It automates the detection of problems that can negatively impact AI agent performance or introduce security risks, ensuring robust and reliable server configurations. Built for speed and simplicity, it provides fast, deterministic results with minimal overhead, making it an ideal quality gate for CI workflows.
April 13, 2026
mcpunit
Version updated for https://github.com/lee-to/mcpunit to version v1.0.0.
This action is used across all versions by ? repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary mcpunit is a GitHub Action designed to audit the quality of Model-Context Protocol (MCP) servers in CI pipelines. It identifies issues such as generic tool names, vague descriptions, weak input schemas, and unsafe capabilities, ensuring MCP servers are optimized for reliable AI agent interactions. This lightweight, fast, and deterministic tool automates server validation, preventing errors and improving agent behavior while maintaining minimal overhead in CI environments.