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  • A
    license
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    quality
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    maintenance
    A control panel and coordination system for AI agents, enabling scope control, real-time monitoring, and audit trails without requiring programming skills.
    19
    2
    MIT
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    C
    maintenance
    Transforms unstructured natural language operational problems into rigorously formulated, validated, and solved Mixed-Integer Linear Programming (MILP) models via an autonomous multi-agent graph, bringing closed-loop Operations Research capabilities to LLM assistants and MCP clients.
    MIT
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    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that allows Large Language Models to interact with Astra DB databases, providing tools for managing collections and records through natural language commands.
    16
    32
    41
    Apache 2.0
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    license
    B
    quality
    D
    maintenance
    MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.
    1
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    245
    MIT
  • A
    license
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    quality
    C
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    A Model Context Protocol server that provides Google Jobs search capabilities through SerpAPI integration, featuring multi-language support, flexible search parameters, and rich job details.
    1
    18
    22
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A server that implements the Model Completion Protocol (MCP) to allow LLMs to interact with Databricks resources including clusters, jobs, notebooks, and SQL execution through natural language.
    11
    48
    MIT
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    license
    B
    quality
    D
    maintenance
    An MCP server that allows AI assistants to interact with Foundry datasets, ontology objects, and functions through natural language queries and commands.
    5
    12
    MIT
  • A
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    B
    quality
    D
    maintenance
    Enables AI assistants to perform comprehensive Redis database operations including managing strings, hashes, lists, sets, sorted sets, TTL management, and data backup/restore. Supports secure connections and provides batch operations for efficient Redis interaction through natural language.
    34
    16
    2
    MIT
  • A
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    quality
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    maintenance
    Connects Claude and other MCP-compatible AI assistants to a Coreflux MQTT broker, enabling them to discover and execute Coreflux commands for managing models, actions, rules, and routes through natural language.
    4
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding agents, enabling real-time monitoring and alerting through natural language.
    13
    9
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A Machine Comprehension Protocol server that enables AI assistants to interact with Kestra workflows through natural language, supporting operations like flow management, executions, backfills, and other Kestra features.
    31
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to integrate with IBM Business Automation Workflow by exposing workflow REST services as MCP tools, allowing natural language interaction with business automation capabilities.
    10
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    A server module for Claude Desktop that enables integration with Zerocracy, allowing interaction with the Zerocracy project management platform through natural language commands.
    15
    9
    MIT