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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 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
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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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    A read-only MCP server that wraps the coffee.pryzm.gg public API to calculate effective prices of coffee drinks after discounts, enabling users to find the cheapest coffee deals, search for discounts, and verify receipt prices.
    3
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    MIT
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    Enables MCP clients to query live OpenRouter LLM pricing and monthly price history back to 2023 without API keys. It supports finding the cheapest model for a job, estimating workload costs, tracking price changes, and comparing providers.
    5
    1,438 PyPI
    MIT
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    On-chain price feeds from Base DEX pools. Get spot prices, TWAP, liquidity depth, price impact, and historical OHLCV.
    7
    24 npm
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    MIT
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    A Model Context Protocol server that provides real-time cryptocurrency price fetching capabilities using the CoinGecko API. It enables LLMs to retrieve and process the latest price for any coin by its name or symbol.
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    Provides five safe tools (calc, search, model_drift, compare_runs, grade_answer) for arithmetic, keyword search, model drift monitoring, eval comparison, and answer grading against sources, all implemented directly from the MCP spec with zero dependencies.
    5
    MIT