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    Enables LLMs to decode Vehicle Identification Numbers and look up vehicle makes, models, years, and specifications offline using a curated NHTSA vPIC database.
    8
    MIT
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    quality
    C
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    Enables structured yes/no, choice, and score decisions through MCP, a terminal, or HTTP using a self-hosted DiffusionGemma backend.
    1
    Apache 2.0
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    Publish HTML or markdown artifacts (reports, dashboards, demos) as instant shareable links with TTL expiry, social preview cards, and optional password protection. Works with the hosted service or a self-hosted instance.
    1
    5 npm
    13
    MIT
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    A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through various services like Telegram, WeChat, and Slack.
    14
    GPL 3.0
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    A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.
    11
    -
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    Enables AI agents to manage Vimeo video libraries through natural language, including bulk folder operations, transcripts, chapters, captions, showcases, tags, privacy, and embed presets.
    43
    22 npm
    MIT
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    Connects QQ via NapCat OneBot v11 to an Astral Code app-server, exposing MCP tools for sending messages, files, images, and fetching conversation history.
    10
    1
    Apache 2.0
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    Enables natural language conversion of production and queueing systems into Petri net models, with simulation and PNML export via MCP tools.
    66
    MIT
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    Connects AI assistants to Obsidian vaults via the Local REST API to search notes, retrieve content, and perform semantic searches. It features self-healing multi-URL connectivity and supports both stdio and HTTP transports for flexible deployment.
    174 npm
    13
    MIT
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    Enables zero-install Macaulay2 computations from JupyterLab in a browser, including Groebner bases, resolutions, Betti tables, and package loading via the Model Context Protocol.
    GPL 3.0
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    Provides comprehensive vehicle reports by aggregating data from multiple public sources to decode VINs, check recalls, and view safety ratings. It enables users to validate VINs locally and retrieve technical specifications, fuel economy, and vehicle photos without requiring API keys.
    5 npm
    MIT
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    Enables Entra ID group-based dataset access where group membership determines which datasets exist, and provides an interactive Altair chart builder rendered as an inline MCP Apps widget with zero-token adjustments.
    MIT
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    Enables VLM-based image understanding through a unified API, supporting local llama.cpp and online Qwen3-VL backends, with tools for image analysis, OCR, chart analysis, translation, and multi-turn Q&A sessions.
    MIT
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    Enables AI assistants to interact with AWS services and resources through AWS CLI commands, allowing management of AWS infrastructure with security controls.
    Apache 2.0