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    Enables structured extraction of methods and reproducibility heuristics from academic papers, allowing AI agents to obtain metadata, full text, structured methods, code repository discovery, and a no-clone reproducibility verdict from a paper URL.
    8
    MIT
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    license
    Not graded
    quality
    D
    maintenance
    Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.
    Apache 2.0
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    Provides search, trending, odds, arbitrage, and category browsing for prediction markets (Polymarket & Kalshi) via the Model Context Protocol, enabling AI agents to access live market data without API keys.
    5
    1
    MIT
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    license
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    quality
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    maintenance
    MCP server for Polymarket prediction markets enabling query of markets, events, narratives, arbitrage, and more via MCP or HTTP.
    9
    MIT
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    maintenance
    An MCP server and Python toolkit that provides AI agents with real-time tools for Polymarket prediction markets, including liquidity scanning, arbitrage detection, and slippage estimation. It also offers advanced wallet intelligence, portfolio risk calculation, and probabilistic reasoning to enhance market analysis and strategy.
    1
    MIT
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    B
    maintenance
    Read-only MCP server for Polymarket prediction market data, enabling AI agents to search markets, get details, view holders, leaderboard, and user positions.
    MIT
  • F
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    quality
    D
    maintenance
    Enables AI assistants to query Polymarket prediction markets and analyze market data through the MCP interface.
    8
  • F
    license
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    B
    maintenance
    MCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.
  • F
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    maintenance
    AI-agent ready FastMCP server for Polymarket market discovery, wallet analytics, and public CLOB data, providing a read-only interface for querying markets, wallets, and order books.
    22
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    quality
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    maintenance
    A read-only MCP server exposing Polymarket's public prediction-market data. Search markets, read live odds and order books, pull historical probability time-series, and inspect public wallet positions.
    14
    MIT
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    license
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    quality
    D
    maintenance
    Enables interaction with the PolyMarket API to fetch prediction market data such as market information, prices, and historical data, with robust error handling and rate limit management.
    4
    142
    MIT
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    maintenance
    Connects real-world news to Polymarket prediction markets by matching headlines to relevant markets with live odds. Read-only by default with optional trading capabilities.
    MIT
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    quality
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    maintenance
    Enables LLM agents to interact with Polymarket prediction markets, including market discovery, real-time pricing, analytics, account management, and trading with built-in safety guards.
    MIT
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    quality
    B
    maintenance
    Enables AI agents to query Polymarket data such as top wallets, live trades, market details, and smart money flows using natural language through MCP tools.
    MIT
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    Not graded
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    B
    maintenance
    Enables Claude to autonomously trade, analyze, and manage positions on Polymarket prediction markets with 45 comprehensive tools including market discovery, real-time monitoring, portfolio management, and AI-powered trading recommendations with enterprise-grade safety features.
    661
    MIT
  • A
    license
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    quality
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    maintenance
    Enables Claude to autonomously trade, analyze, and manage positions on Polymarket prediction markets with 45 comprehensive tools covering market discovery, analysis, trading execution, portfolio management, and real-time monitoring with enterprise-grade safety features.
    MIT