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  • A
    license
    B
    quality
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    maintenance
    Enables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generating code that calls external dependencies by providing accurate class structures through decompilation.
    3
    16 npm
    42
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables agent-driven CAD automation by inspecting, editing, and validating DWG drawings through a handle-first workflow, with support for visual grounding, CADPlan execution, and local SQLite workspace management.
    109 PyPI
    12
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watching, and bathroom breaks, featuring dynamic stress/boss alert level management with creative responses. Includes comprehensive testing suite and command-line parameter support for boss alertness configuration.
    2
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enterprise-grade MCP server with multi-agent system for business AI transformation across finance, healthcare, retail, and other domains. Provides specialized AI agents for data analysis, API execution, business validation, and report generation with real-time monitoring and observability.
    -
  • A
    license
    A
    quality
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    maintenance
    Connects AI agents to MAVLink drones (PX4, ArduPilot) via a capability layer with safety guardrails, enabling telemetry, flight control, and mission management through natural language.
    12
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides deterministic business-day calculations for AI agents, correctly handling country-specific weekends and public holidays.
    6
    28 npm
    1
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables lifecycle management of Devin ACP sessions as subagents over MCP, supporting parallel dispatch, blocking coordination, mid-flight steering, permission adjudication, and crash-resilient session persistence.
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables routing tasks to the right specialist agents, assembling the needed context from a layered catalog of agents, skills, knowledge, runbooks, topics, tools, and connectors, while remembering how a business wants work done.
    10
    26 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to discover and interact with business capabilities by reading structured nod.json manifests from domains, supporting actions like ordering, booking, and searching.
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    The best free social media publishing and scheduling API. Publish to 11 platforms from a single API call. Schedule posts, upload media, track analytics, and automate your social media workflow.
    2
    51
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Automatically enhances developer prompts with quality requirements, codebase context, and architectural patterns, then orchestrates other MCP servers to ensure AI coding assistants produce high-quality, structured code that follows best practices and security standards.
    7
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to access a collection of specialized agent instructions on demand, covering categories like tech, business, growth, and product.
    3
    7 npm
    8
    MIT
  • A
    license
    A
    quality
    Not graded
    maintenance
    Enables AI to switch between 26+ expert personas on-demand with smart context detection, persona chaining, and 80%+ token savings through 'Submarine Mode' that keeps personas inactive until triggered.
    9
    1
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