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    A Model Context Protocol (MCP) server for Firebird databases intended for local use. It reads connection details from FlameRobin's fr_databases.conf so no extra configuration is needed — if you have FlameRobin set up with your Firebird databases, this server works out of the box.
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    MIT
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    Enables language models to read FortiGate/FortiOS firewalls and answer operational questions about firewall policies, network configuration, and live client state. Provides question-shaped diagnostic tools for reference checks, configuration searches, device lookups, routing, DHCP, ARP, wireless clients, and multi-appliance targeting without allowing configuration changes.
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    Apache 2.0
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    Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g., DiffusionGemma, LLaDA) via a persistent llama-diffusion-cli process, with support for restarting sessions and full configuration.
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    MIT
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    MCP-NixOS is a Model Context Protocol server that provides real-time, accurate information about NixOS packages, options, Home Manager, and nix-darwin configurations, preventing AI assistants from hallucinating about NixOS resources and enabling them to deliver factual system configuration guidance.
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    MIT
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    SPARDA is a zero-configuration MCP builder that converts existing Express and FastAPI applications into fully functional Model Context Protocol servers. It automatically generates tools from routes, preserves API schemas, and accelerates MCP development from hours to minutes.
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    501 npm
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    Business Source 1.1
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    Enables AI agents to perform instant SEO, performance, and security audits of any website through the Model Context Protocol. It provides comprehensive analysis without requiring API keys or configuration.
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    Enables introspection and configuration of a running ATLAS instance, including browsing chat history, editing config/mcp.json, and managing workspaces and custom prompts.
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    MIT
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    Provides MCP tools to query, compare, and analyze network device configurations managed by Oxidized, such as listing devices, viewing backup status, and generating diffs between configuration versions.
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    An MCP server for SSH connections through JumpServer, supporting persistent sessions, multiple bastions, and hot-reload configuration.
    7
    MIT
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    MCP server for Backrest that provides read-only and gated write access to backup configuration, snapshots, and operations, with layered safety controls to protect backup data.
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    MIT
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    Enables AI agents to browse, understand, and generate OpenWebNet protocol frames and Home Assistant MyHOME automations, with tools for frame validation, documentation search, and configuration drafting.
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    MIT
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    Acts as a bridge between AI assistants and StarRocks databases, allowing for direct SQL execution and database exploration without requiring complex setup or configuration.
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    Apache 2.0
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    Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.
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    MIT
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    Enables natural language interaction with Unfolded Circle Remote 3/Remote Two for configuration, button mapping, UI editing, and backup/restore.
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    MIT
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    Enables management of Omnissa Horizon VDI infrastructure through the Horizon REST API, offering tools for inventory, monitoring, configuration, entitlements, Active Directory, and help desk operations.
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    MIT