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    maintenance
    Easiest framework for building MCP servers with automatic discovery of tools, prompts, and resources, plus enterprise-grade authentication and telemetry.
    66 PyPI
    840
    Apache 2.0
  • A
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    A
    maintenance
    Enables searching golf courses for free and retrieving premium data such as scorecards, GPS mappings, course details, and green slope images via a credit-based API with explicit spend confirmation.
    6 npm
    2
    MIT
  • F
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    quality
    D
    maintenance
    An auto-generated Multi-Agent Conversation Protocol server that enables interaction with professional golf data through the SportsData.io Golf v2 API.
    -
  • A
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    A
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    maintenance
    AI-powered terrain analysis for any location on Earth. Uses super-resolution and computes environmental risk metrics including erosion, water flow, and a composite Site Intelligence Score.
    3
    MIT
  • F
    license
    A
    quality
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    Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.
    5
    11
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  • A
    license
    A
    quality
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    maintenance
    Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.
    2
    21 npm
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for financial analysis that provides real-time and historical stock prices via Alpha Vantage and company fundamentals via Financial Modeling Prep.
    2
    13
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables querying options chains and estimating gamma exposure for ETFs and liquid underlyings, including proxy gamma calculations and historical gamma snapshots.
    9
    GPL 3.0
  • A
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    quality
    C
    maintenance
    An MCP server that connects AI assistants to YNAB budgets, enabling natural language queries about finances backed by full API coverage and built-in YNAB methodology knowledge.
    1
    MIT
  • F
    license
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    quality
    D
    maintenance
    Provides access to real-time and historical Indian stock data via Yahoo Finance API, enabling local LLMs to retrieve stock information through MCP-compatible agents like Claude Desktop and Cursor.
    2
    -
  • F
    license
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    quality
    D
    maintenance
    A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.
    2
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  • F
    license
    Not graded
    quality
    D
    maintenance
    A powerful Model Context Protocol (MCP) server for seamless Jira integration with AI assistants like Claude. Features advanced search capabilities, intelligent pod aliases, comprehensive ticket analysis, and full API support.
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  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables static analysis of code snippets and public GitHub repositories using ruff and semgrep through a secure MCP SSE server.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Offers real-time stock prices, sector and historical analysis, top performers for NSE and global markets, plus stock-specific and general market news with intelligent caching and fallback data.
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