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    Enables rendering, validation, formatting, and inspection of D2 diagrams via the Model Context Protocol, using WASM for rendering without requiring the d2 binary.
    6
    MIT
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    Generate annotated post-trade candlestick review-chart PNGs from broker or exchange fills. Includes capability checks, no-charge preflight validation, and chart rendering; no signals or order execution.
    3
    20
    MIT
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    MCP server that exposes ArchSmith's diagram rendering and validation as tools, along with schema and registry resources, enabling AI agents to generate consistent SVG architecture diagrams from validated JSON descriptions.
    5
    7
    Apache 2.0
  • F
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    MCP server that automates the publishing and validation of Tableau workbooks and data sources on Tableau Server or Tableau Cloud, enabling an AI agent to discover, build, validate, and publish content without human intervention.
    10
    -
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    Local MCP server for YueShu Graph 5.3 enabling safe GQL validation and execution, schema discovery, and structured graph/chart results through Codex.
    12
    1
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  • A
    license
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    quality
    A
    maintenance
    A local Python MCP server for AI-assisted development of Yandex DataLens dashboards, enabling inspection, planning, validation, and guarded application of changes.
    26
    6
    Apache 2.0
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    license
    B
    quality
    B
    maintenance
    Enables MCP hosts to perform Hakowan's deterministic inspection, schema, validation, compilation, rendering, observation, camera-fitting, and patch operations.
    13
    Apache 2.0
  • F
    license
    B
    quality
    B
    maintenance
    Enables creating and maintaining technical diagrams from .dot sources, with validation, rendering to SVG/PNG/PDF, and publishing into Markdown while automatically partitioning oversized graphs.
    6
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    Enables AI assistants to create, edit, and export IFC5/IFCX building information models through natural language, handling spatial structure, elements, geometry, metadata, validation, and export.
    73
    10 npm
    25
    Apache 2.0
  • A
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    Not graded
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    B
    maintenance
    Provides an MCP interface for publication-quality chemical structure and reaction rendering from SMILES/InChI/molblock, with validation and name parsing. Enables AI agents to draw molecules and reactions as images.
    37 PyPI
    MIT
  • A
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    quality
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    Exposes tools and resources for human-supervised geological modelling from borehole data, including validation, 3D implicit model construction with GemPy, and uncertainty analysis, with a deterministic audit trail.
    MIT
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    quality
    C
    maintenance
    Enables clients to create, query and edit QGIS projects and vector data in an isolated, new headless PyQGIS process, exporting GeoJSON/GeoPackage, saving and reopening editable QGZ bundles, and rendering PNG maps through typed MCP tools. All operations are workspace-relative with strict path and geometry validation, and never attach to or modify a running QGIS desktop session.
    MIT
  • A
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    maintenance
    Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.
    MIT
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    maintenance
    Enables agents to validate climate processing configs, inspect available sample data, and run a climate data pipeline that aggregates mock daily weather into monthly summaries and plots. Returns validation results and rendered plot output through inline JSON configs.
    MIT