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  • A
    license
    A
    quality
    D
    maintenance
    Provides testing and quality assurance tools for AI agents via MCP, enabling generation of test cases, mock data, API mocks, coverage analysis, and assertions.
    5
    15 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    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
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    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
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for interacting with and debugging Electron apps, providing tools for window automation, IPC, logs, and main-process state via CDP and Node inspector.
    20
    7 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Recommends study designs for a research question, states the identifying assumptions to verify, and returns runnable R, Python, or Julia code with a formatted citation for every source, drawn from methodological textbooks, an R package, and research articles on causal inference, econometrics, statistics, and machine learning.
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides 18 tools for Electron development, including secure IPC scaffolding, security audits, migration assistance, and build error diagnosis, enabling AI assistants to generate correct Electron code.
    18
    610 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interacting with YouTube Data API v3 through MCP tools (get-video, get-channel, get-latest-video) and bundled UI apps for video and channel profiles.
    4 npm
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables Electron app automation via Chrome DevTools Protocol (CDP), allowing MCP clients like Cursor or Claude Desktop to interact with Electron apps.
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Search, inspect and install the 21 free MIT components of Marvelous UI (framework-agnostic Web Components and CSS) and their design tokens into a project. Runs locally over stdio with no network calls.
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for live-translating Electron apps: inspect and patch app.asar bundles, serve a translation layer, translate text/locale files, and revert changes—all through natural language commands.
    MIT