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  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables natural language control of Aspen Plus for chemical process simulation, including parameter tuning, batch runs, and result reading.
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI clients to control local Windows development tools by exposing project files, code search, file editing, test execution, Git operations, and resource viewing through a secure MCP interface with permission controls.
    10
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Provides software design guidance via MCP, including SOLID principles, design patterns, pattern scaffolding, and heuristic code-smell detection to help review and refactor code.
    4
    417 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to orchestrate Maestro mobile UI tests across multiple devices in parallel, apply composite assertions, and automatically diagnose failures with structured evidence.
    7
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    An MCP server that converts Markdown files containing Mermaid diagrams into PDF documents by rendering diagrams as SVG images. It provides a specialized tool to automate document conversion while ensuring all visual charts are correctly embedded in the final output.
    1
    -
  • A
    license
    A
    quality
    D
    maintenance
    Facilitates software development planning through interactive sessions that break down projects into manageable tasks with complexity scoring, code examples, and implementation plan management.
    6
    28 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight, local RAG memory store for MCP agents that enables recording, retrieval, updating, and visualization of persistent memories across runs.
    56
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI harnesses to maintain a persistent memory layer backed by a local SQLite file, providing MCP tools to add, search, deprecate, and synchronize facts without deleting history.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables Claude to function as a full-stack software engineer with comprehensive development capabilities including project creation, database management, frontend/backend development, testing, deployment, and DevOps operations across multiple frameworks and technologies.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude Code to understand images by transparently routing them to Qwen vision models, supporting both automatic gateway and MCP tool for file analysis.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables smart home automation via MCP with human-in-the-loop approval gates, providing device discovery, state queries, policy checks, and proposal-based execution of actions and scenes that only proceed after explicit user confirmation, with full audit logging.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    A local-first MCP control-plane core that gives AI agents persistent project context through workspace registration, reusable skill routing, and health guardians over stdio.
    2,487 npm
    -
  • A
    license
    A
    quality
    B
    maintenance
    Read-only MCP server for Edenred Plus that enables checking benefit balances, transactions, and deals via local browser authentication.
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A headless, natural-language-driven automated modelling workflow for MIKE+, enabling users to inspect models, change parameters, run simulations, and analyze results without the MIKE+ GUI.
    10
    8
    MIT