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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
    C
    maintenance
    A minimal MCP server with get_weather and create_ticket tools, used for testing MCP servers across protocol, unit, eval, transport, and auth layers.
    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
    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
  • A
    license
    Not graded
    quality
    C
    maintenance
    Turns Cursor into a full software factory with 10 specialist agents (PM, Architect, Backend, Frontend, etc.) as a local MCP server, keeping code on your machine.
    2
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    An enhanced Python-based MCP server that enables complete VM lifecycle management and monitoring of Proxmox virtualization platforms through natural language, with 11 REST API endpoints for seamless integration.
    2,229 PyPI
    550
    MIT
  • 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
  • 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
  • F
    license
    Not graded
    quality
    D
    maintenance
    A lightweight MCP server that enhances AI agents with tools for codebase analysis, task delegation to sub-agents, multi-agent coordination through chatrooms, and project todo management.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enhanced Home Assistant MCP server with 22 context efficient tools for smart home control, automation trace debugging, entity registry management, CEL expression queries, and long-term statistics.
    22
    3
    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
  • A
    license
    A
    quality
    C
    maintenance
    Enables structured HTTP request creation and local file ingestion for LLM integration with Burp Suite, reducing malformed requests and token costs.
    20
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for Microsoft Graph email that uses $filter instead of $search, allowing filtered email searches with sorting. It reuses the existing email-mcp authentication and provides tools for searching, listing folders, and retrieving email content.
    6
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    MCP server for controlling UCSF ChimeraX molecular visualization software, enabling command execution, screenshots, structure analysis reports, and session management.
    27
    2
    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
    D
    maintenance
    Enables automated interaction and data scraping for Xiaohongshu (RedNote), including posting, liking, commenting, following, and retrieving user and note data.
    5
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables comprehensive management of Proxmox virtualization environments, including VM and container lifecycle, snapshots, backups, monitoring, and OpenAPI integration.
    14
    MIT