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    A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.
    66
    Apache 2.0
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    license
    A
    quality
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    A demonstration server that reveals security risks by accessing sensitive environment variables, illustrating how MCP tools can potentially leak user data without explicit consent.
    1
    8
    MIT
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    A Model Context Protocol server that enables AI assistants to build and test Xcode projects directly through a standardized interface, with capabilities for running tests, monitoring progress, and accessing logs in real-time.
    18
    188 npm
    53
    MIT
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    Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.
    5
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    An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible integration with IDEs and other environments.
    19
    151 npm
    219
    Apache 2.0
  • A
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    maintenance
    A server that enables control of Unreal Engine 5.5+ using natural language commands, allowing users to create Blueprints, manipulate actors, work with nodes, manage project settings, and create UMG widgets through the Model Context Protocol.
    5
    MIT
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    A server that enables AI assistants to understand and interact with Unity projects in real-time, providing access to scene hierarchy, project settings, and the ability to execute code directly in the Unity Editor.
    10 npm
    158
    MIT
  • A
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    An MCP server that provides 20 tools to control the Unity Editor with natural language, including scene management, component manipulation, script generation, asset handling, project settings, builds, and live C# execution.
    2
    MIT
  • A
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    Enables AI assistants to interact with Unreal Editor 5 through the Python remote execution protocol. It allows for managing the editor lifecycle, configuring project settings, and executing Python scripts directly within the Unreal Engine environment.
    MIT
  • F
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    Enables AI agents to compile, execute, and check Almide code for syntax or compilation errors. It provides tools for generating ASTs and accessing language grammar resources.
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  • F
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    maintenance
    MCP server for the LIGHT photonic programming language. Enables executing light programs, evaluating expressions, applying parameterized templates, chaining pipes, and accessing opcode/runtime info.
    2
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    Hardened MCP bridge to the full Ollama ecosystem — local and cloud models. 6 tools covering health, model management, chat, and generation with SSRF mitigation, singleton HTTP client, and structured error handling. Two deps, one file.
    6
    3
    MIT
  • A
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    quality
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    MCP server that gives AI assistants a secure gVisor-isolated sandbox to run Python or JavaScript code, returning stdout, stderr, and exit codes without local access.
    1
    15 npm
    MIT
  • A
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    A
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    A code-execution MCP server for Klaviyo and Shopify analytics, enabling safe JavaScript execution in a V8 sandbox with state persistence across calls.
    3
    24 npm
    MIT
  • F
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    A persistent Python REPL MCP server for AI agents with stateful execution, real timeouts, crash isolation, and an MCP bridge to call other tools in the project.
    1
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