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  • 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.
    6
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  • F
    license
    Not graded
    quality
    B
    maintenance
    Exposes hybrid document retrieval and evaluation tools from retrieval-lab via MCP, including search_documents, corpus_info, run_evaluation, and search_my_repos, with wire-level conformance tests.
    1
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  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables quantum systems analysis and simulation including quantum circuits, open quantum systems, quantum chemistry calculations, many-body physics, quantum machine learning, and quantum field theory computations.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Gateway connector between LLM agents and world data, providing access to financial market prices, macroeconomic indicators, and news through a bundled endpoint catalog.
    8
    49 PyPI
    3
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables semantic search across personal PDF paper collections with page-level citations, allowing users to query their library from any MCP-capable client.
    9
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  • A
    license
    A
    quality
    B
    maintenance
    MCP server that connects coding agents to FXAbsolute's candle history, offering tools to query OHLC data, session scans, bucket stats, level touches, and a live chart bridge for backtesting collaboration.
    10
    34 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that integrates InspireHEP high-energy physics literature with LLMs. Search papers, explore citations, retrieve author metrics, and generate formatted references.
    9
    27 PyPI
    7
    AGPL 3.0
  • F
    license
    A
    quality
    C
    maintenance
    Provides structured behavioral analysis grounded in Panksepp's affective neuroscience and pattern matching to understand human intent and behavior through primary emotional systems and transition dynamics.
    6
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  • F
    license
    A
    quality
    F
    maintenance
    Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.
    21
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  • A
    license
    A
    quality
    A
    maintenance
    Minimal Zotero MCP server that enables searching your Zotero library, discovering papers across eight sources, downloading PDFs via a multi-level cascade, and importing them into Zotero.
    6
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for FisPro fuzzy inference systems, enabling reading .fis files, running inferences, and explaining rule firings in natural language.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for generating Scopus ISSN boolean queries based on journal rankings. Supports ABDC, AJG, and FT50 ranking systems with configurable grade filters and field restrictions.
    3
    10 npm
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables reading and understanding NetCDF files, providing tools to inspect structure, variables, metadata, and data quality for scientific datasets.
    13
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