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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 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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    Fetches real-time cryptocurrency prices from multiple exchanges and enables price comparison, volume rankings, and listing of tradable pairs.
    4
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    Enables unified product search, coupon retrieval, and cross-platform price comparison across Taobao, JD, and Pinduoduo affiliate APIs through MCP.
    5
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    Provides live cryptocurrency prices, price history, and symbol listing tools for AI agents via the Hyperliquid API.
    77 PyPI
    1
    MIT
  • F
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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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    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
  • F
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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.
    2
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    Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.
    18
    MIT
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    Enables real-time stock price queries and historical data retrieval for US, Taiwan, and other global markets via Yahoo Finance.
    2
    MIT
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    A Model Context Protocol server for real-time cryptocurrency price data, market data, trending coins, historical charts, and currency conversion using the free CoinGecko API.
    MIT