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  • F
    license
    A
    quality
    C
    maintenance
    MCP server for UI research that helps agents discover visual patterns, generate original HTML/CSS components, and track deliverables without copying third-party code.
    5
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to retrieve real-time US stock market data including prices, company info, financials, and news via MCP tools, using Yahoo Finance as the data source.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    9
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  • F
    license
    Not graded
    quality
    F
    maintenance
    An intelligent MCP server for the automated design and sizing of aerobic biological wastewater treatment systems using membrane bioreactor (MBR) technology. It leverages ASM2d kinetics to perform mass balance calculations, flowsheet selection, and generate detailed engineering reports.
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  • A
    license
    B
    quality
    B
    maintenance
    Enables auditable PubMed literature searches, abstract retrieval, open-access checks, and legal PDF downloads via NCBI E-utilities, while flagging missing fields rather than inferring them.
    10
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that provides access to Alpha Vantage financial data APIs. This server enables AI assistants to fetch real-time and historical financial market data including stock prices, forex rates, cryptocurrency data, and various technical indicators.
    9 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to discover and inspect research datasets via a read-only MCP server, offering search, variable listing, and metadata retrieval without reading data files.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to operate DSpace repositories through a typed interface, including SAF package building, metadata editing, scientometric harvesting, open-access PDF downloads, and repository administration.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables LLM agents to access Korean stock market data including DART disclosures, financial statements, and KOSPI/KOSDAQ prices, with an English-first interface designed for non-Korean speaking analysts.
    6
    39 PyPI
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    One MCP server that gives AI agents nine live data tools — company hiring signals, SEC filings, academic papers, GitHub repos, Hacker News, Stack Overflow, clinical trials, Federal Register, and global news — all as flat, citation-ready JSON with pay-per-result billing.
    -
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    An MCP server that monitors 12 Australian SMB intelligence sources to analyze market signals and provide structured data for content strategy agents. It enables users to track regulatory changes, AI trends, and business data through automated signal grading and Slack integration.
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