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  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables mobile device management, app upload, automation session execution, and test result viewing through the Kobiton platform, integrated with AI coding assistants.
    641
    12
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Fork, break, and revert real VirtualBox VMs as MCP tools; drive GUI-only guests through the hypervisor (screenshot, click, type, keys) with nothing installed in the guest. Windows host with VirtualBox.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to prove that previously working behavior still works after code changes by running the product through the same steps twice and surfacing only unintended differences as actionable findings.
    1,705
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables Windows UI Automation through MCP, allowing agents to inspect, search, navigate, and interact with desktop UI elements via the UIAutomation framework. Supports actions such as focus, invoke, set-value, toggle, and event waiting, with CLI and VS Code extension variants.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Automatically generates and maintains Bruno API test collections for CRUD JSON APIs. Developers describe endpoint changes and the server creates ready-to-run test suites with environment-driven configuration.
    48
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to compare database tables using read-only tools, with credentials managed locally and never exposed to the model.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Magga lets coding agents prove their changes before claiming they’re done by building the code and verifying that newly added tests fail before the fix and pass after it. It returns evidence-backed verdicts through the verify_change tool and supports 16 languages, including Rust, Go, Python, Solidity, and C/C++.
    15
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides MCP tools to manage and interact with Unity debug sessions in VS Code, including breakpoints, snapshots, evaluation, and stepping, via a named pipe to the Unity Debugger Pure extension.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to interact with the Test2w REST API to explore endpoints, make test requests, and access documentation. It facilitates the integration of the Test2w SDK into applications through natural language interfaces in supported AI clients.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Review AI-generated HTML slides or reports in the browser, anchor comments to specific passages, and have the agent fix them via MCP, with tools for inspection, commenting, layout checking, and export to PDF/PPTX.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to capture, replay, inspect, diff, share, and manage executable bug artifacts (.bug files) via the BugProof CLI, supporting 10 tools and structured prompts for debugging workflows.
    130
    AGPL 3.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that provides pre-flight validation and post-processing tools for OpenMC Monte Carlo transport simulations, catching common authoring mistakes before jobs hit the HPC queue.
    MIT