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    An MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.
    6
    MIT
  • F
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    A
    quality
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    MCP server for controlling Sipeed NanoKVM devices, enabling remote hardware control via keyboard, mouse, power, and screenshots. It allows AI assistants like Claude to manage headless machines at the BIOS level.
    20
    -
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    MCP server for controlling a Hermes agent deployment via its HTTP API, enabling health checks, log retrieval, task management, and deployment configuration from MCP clients.
    17
    -
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    Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9
    30
    1
    MIT
  • A
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    maintenance
    An async MCP server for Jamf Pro integration, providing AI assistants with tools for computer health analysis, inventory management, and policy monitoring.
    8
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Windows desktop-control MCP server: screenshot, window mgmt, mouse/keyboard input, recording.
    MIT
  • A
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    quality
    A
    maintenance
    Exposes Dell EMC PowerProtect Data Manager and NetWorker backup infrastructure as Claude Code tools for querying, monitoring, and controlling backup operations.
    10 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI agents to diagnose Windows computer problems safely through a consent-first, read-only default remote diagnostics bridge.
    MIT
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    A
    quality
    A
    maintenance
    An MCP server that records agent execution metrics and exposes a Context Window Explorer to visualize exactly what entered the model's context window across sessions, tokens, and tool calls.
    8
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for system monitoring, enabling users to ask about CPU, memory, disk, network, and processes on their system.
    9
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Web analytics and AI session replay for agents: visitors, breakdowns, funnels, goals, revenue attribution, and AI-found site issues. Connects to the hosted Flowsery MCP server.
    27
    MIT
  • A
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    quality
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    maintenance
    Enables AI agents to discover and call Xyte's device management API endpoints with typed validation, supporting fleet investigation, ticket management, and routine operations through natural language.
    3
    4 npm
    Apache 2.0