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    Enables AI agents to access VirusTotal intelligence through MCP, supporting file, URL, domain, and IP lookups, plus analysis, via remote HTTP or local stdio.
    8
    MIT
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    Enables AI agents to interact with Discourse forums through search, reading topics/posts, managing categories and tags, chat channels, and optionally creating content with safeguarded write operations.
    15
    29,326 npm
    MIT
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    Enables AI agents to read a user's Ring devices, doorbell presses, motion events and latest snapshots through the Ring Partner API, read-only over stdio or Streamable HTTP. It surfaces device kind, online state and end-to-end encryption status, handles pagination and pre-signed media URLs, and returns plain-language errors for missing media or unauthorized time windows.
    4
    MIT
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    Cold plunge, sauna and contrast-therapy venues across 23 US metros (548 venues). Every published water temperature and price is read from the venue's own pages and returned with its source URL, capture date and verbatim quote; every record carries the date it was last checked. Absent fields mean "not published", never zero. Five read-only tools: search_venues, get_venue, list_cities, get_city_stat
    5
    MIT
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    Provides five Chinese metaphysics engines (BaZi, QMDJ, ZWDS, Feng Shui, I Ching) as MCP tools for analysis and forecasting.
    6
    MIT
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    Enables AI assistants to interact with Ring cameras and doorbells through the official Amazon Vision API, supporting device listing, health status, event history, and live WebRTC streaming via natural language.
    7
    MIT
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    A Model Context Protocol server providing mathematical and scientific computing capabilities via NumPy, pandas, SciPy, and Matplotlib, with 19 tools for linear algebra, statistics, numerical methods, data processing, and plotting.
    19
    MIT
  • F
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    Establishes feedback-oriented development workflows with dual Web UI and Desktop interfaces, enabling AI to confirm with users before actions and consolidate multiple tool calls into a single feedback request.
    2
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    Connects your Oura Ring to AI assistants like Claude, providing human-readable insights about sleep, readiness, activity, and health metrics with smart analysis.
    27
    128 npm
    32
    MIT
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    A Model Context Protocol server that enables AI platforms to invoke RPA (Robotic Process Automation) capabilities from YingDao, allowing automated execution of repetitive tasks through AI interactions.
    6
    118 npm
    114
    MIT
  • A
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    Lets any MCP-compatible agent use Google Colab or Jupyter runtimes as an execution backend, enabling code execution, notebook management, package installation, hardware introspection, training jobs, and file handling.
    40
    1
    MIT
  • F
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    Enables financial data retrieval, company context, market information, financial modelling, and valuation through MCP tools, with a deterministic sample provider for testing before connecting live data sources.
    15
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    Enables AI assistants to query Bing Webmaster Tools data such as site verification, traffic analytics, and search performance, with read-only defaults and configurable site access controls.
    34
    MIT
  • A
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    Provides login-gated access to FindData's crawled business data, enabling users to read indicators over time, list concepts, search via natural language, and run graph queries.
    MIT
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    A Python-based Model Context Protocol server that provides AI assistants with access to Oura Ring health and fitness data across 15+ endpoints. It enables querying metrics like sleep, activity, readiness, and cardiovascular health through simple authentication and date-range filtering.
    MIT
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    Enables agents and MCP clients to send local image files or image URLs with an optional question and receive text answers through an analyze_image tool. Runs against a local Ollama vision model by default and automatically falls back to Volcano Ark Doubao (or any OpenAI-compatible endpoint) when cloud credentials are configured.
    392 npm
    MIT
  • A
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    Enables China A-share quantitative market data retrieval, including market overview, industry rotation, sector hotspots, limit-up analysis, and risk alerts.
    2
    MIT
  • A
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    Enables AI agents to fetch today's 0–100 market-sentiment reading for crypto with its classification and next-update countdown, and to pull historical values with latest, average, min, and max summaries — no API key required, over a hosted gateway endpoint or a local stdio server.
    455 npm
    1
    MIT
  • A
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    Helps YouTube content creators find perfect background music for their shorts by analyzing script content for mood, theme, and pacing, then recommending suitable tracks from YouTube Music with confidence scoring and duration filtering.
    1
    Apache 2.0
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    Enables agents to run bounded research experiments across configurable model providers and search modes, with cost estimation, budget gating, durable paginated results, idempotent runs, and cancellation. Exposes seven tools for discovering targets, estimating and starting runs, polling status, and retrieving citations, sources, and usage from stored evidence.
    Apache 2.0
  • A
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    A
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    Enables AI assistants to connect to and operate on more than 100 databases through the MCP protocol, exposing database access and management capabilities.
    9 npm
    Apache 2.0
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    An enterprise-grade, deterministic multi-agent financial analytics engine that processes natural language financial queries, generates dialect-validated SQL, pulls live market data, and executes a self-healing verification loop before presenting synthesized results.
    MIT
  • F
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    MCP server for project planning inside Claude. It tracks progress, knows your codebase, and resumes exactly where you left off every session.
    4 npm
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  • F
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    A minimal FastMCP server template for quick deployment to Render with streamable HTTP transport. Provides a foundation for building custom MCP servers with easy local development and one-click deployment capabilities.
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  • F
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    Enables interaction with Apple's Find My network to track devices, check battery status, and manage device information. Provides secure authentication and caching for efficient access to your Apple devices' location and status data.
    1
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