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    Enables AI agents to query and manage Cisco Crosswork Network Controller resources such as devices, credential profiles, providers, topology, tags, alarms, users, applications, and inventory jobs, with optional write operations for creating, updating, and deleting devices, credential profiles, and providers.
    19
    MIT
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    Enables auditing Chinese-language websites for AI citability (GEO/AEO) across Chinese AI platforms, providing crawlability checks, source-pool probing, visibility scoring, and prioritized fix plans.
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    Apache 2.0
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    An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.
    5
    79
    MIT
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    Provides read-only access to a China-region Garmin Connect account, enabling retrieval of daily summaries, sleep, heart rate, HRV, training readiness, body battery, and activity data.
    12
    MIT
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    Free, unlimited web search MCP server powered by Google AI Mode (Gemini) without API key. Provides real-time search results for AI agents like Claude, Cursor, and Windsurf.
    2
    MIT
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    Enables secure, read-only access to LeetCode CN for fetching problem details by title, slug, number, or URL, and retrieving user submission records for a given date with optional filtering.
    5
    MIT
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    Enables MCP clients to execute Python snippets and interact with Ghidra through its PyGhidra scripting environment via a local Java plugin.
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    Enables AI programming tools to query AScript API documentation and control real Android/iOS devices for automation scripting, including device interaction, development deployment, and file management.
    29
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    A suite of MCP servers that give AI agents read-only access to Chinese e-commerce platform business data, including advertising, orders, products, and more from platforms like Douyin, JD.com, Taobao, etc.
    22
    62 PyPI
    78
    MIT
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    Enables AI agents to control Thunderbird directly, including mail, folders, contacts, calendar, filters, and settings, through its own internals.
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    MIT
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    A local stdio MCP server that lets MCP-capable AI agents browse, search, upload, download, preview and maintain files on FTP and SFTP servers within a controlled root boundary. It keeps credentials out of the model context via OS credential storage, supports read-only modes and write gating, and stages large downloads locally with size and SHA-256 verification.
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    An MCP server for Chinese financial reports, providing 44 tools to resolve companies, list/retrieve filings, extract report sections, run AI-based indicator extraction, search via Elasticsearch, and browse a 21,698-rule industry rules dashboard.
    44
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    MIT
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    Production-grade AutoCAD automation server enabling real-time CAD control via COM and headless DXF operations through 87 tools, including drawing creation, entity modification, layer management, and batch processing, designed for AI agent integration via the Model Context Protocol.
    242
    788 PyPI
    117
    MIT