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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
    25 PyPI
    MIT
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    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 AI agents with real-time prediction market odds from Polymarket and Kalshi, enabling them to browse active markets, retrieve detailed probabilities and trading data, and discover trending markets via x402 micropayments.
    MIT
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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.
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    MIT
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    Fetches real-time cryptocurrency prices from multiple exchanges and enables price comparison, volume rankings, and listing of tradable pairs.
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    Wraps a hosted prediction market API to expose estimation, sizing, scanning, ensemble, and service-information tools for experimental research, returning payment-required details on HTTP 402 responses without handling payment itself.
    5
    7 npm
    MIT
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    Enables unified product search, coupon retrieval, and cross-platform price comparison across Taobao, JD, and Pinduoduo affiliate APIs through MCP.
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    Provides real-time and historical cryptocurrency price data from multiple exchanges including Coinbase, Binance, and Kraken. It enables users to fetch prices with customizable parameters such as specific timestamps, time resolutions, and fiat currency conversions.
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    Provides real-time stock quotes including price, change, volume, market cap, and company name for major US and international exchanges, with pay-per-call access via x402 micropayments and no API key or signup required.
    MIT
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    A dated log of SaaS price changes across 494 tools: old price, new price and verification date for every move, plus category-level pulse and the biggest recorded increases.
    29 npm
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    MIT
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    Provides live cryptocurrency prices, price history, and symbol listing tools for AI agents via the Hyperliquid API.
    77 PyPI
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    MIT
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    Enables real-time cryptocurrency price lookups for 10,000+ tokens, returning 24h change, market cap, and volume via CoinGecko with x402 micropayment-based pay-per-call access.
    MIT
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    Unified access to prediction market data from Kalshi and Polymarket, enabling natural language queries for real-time odds, orderbooks, and trade history.
    24 npm
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    MIT
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    Real-time prediction market intelligence for AI agents. Query Polymarket and Kalshi markets, wallet profiles, smart money leaderboards, social pulse signals, price candlesticks, and orderbook data — 13 agents, one MCP connection. Powered by 1.1TB+ of historical data.
    MIT
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    Enables AI agents to search and compare live UK product prices from marketplaces like eBay and Amazon, returning normalised JSON with direct buy links.
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    MCP server providing tools to browse prediction-market venue friction data (fees, KYC, withdrawals), fetch venue details, get natural-language venue recommendations, and learn about the paid changes feed.
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