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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
    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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    Enables AI (e.g., Claude) to control SolidWorks via natural language, automating part creation, sketching, and feature operations through the Model Context Protocol.
    1
    MIT
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    MCP bridge server for SolidWorks that enables AI assistants to control SolidWorks programmatically via COM automation.
    MIT
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    MCP server that controls SolidWorks via COM, enabling CAD automation with 138 tools for sketching, 3D features, assemblies, drawings, and more.
    MIT
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    Enables building and modifying parametric solid models in a local SOLIDWORKS installation via the COM API.
    MIT
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    Enables LLMs to automate SolidWorks (open/save parts, modify dimensions, export STEP) via COM, and optionally generate geometry using build123d code-CAD with PNG previews.
    MIT
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    Enables AI agents to control a running SOLIDWORKS session through its COM API, with tools for sketching, feature creation, assemblies, and visual feedback via screenshots.
    2
    Apache 2.0
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    Enables Claude Desktop to connect to SolidWorks via the COM API for automated sheet metal part analysis, including inspecting thickness, holes, bends, and exporting flat patterns as DXF.
    MIT
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    An MCP server that drives SolidWorks 2023+ on Windows, exposing CAD operations like sketching, extrusions, assemblies, and exports through tools for AI assistants like Kimi and Claude.
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    Enables connecting MCP clients to local SolidWorks for automated 3D part creation, template generation, file export, and basic review via natural language.
    10
    1
    MIT
  • F
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    Enables Claude to create and manipulate SolidWorks CAD models through natural language commands, automating part creation, sketching, and extrusion.
    9
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    MCP server that integrates local LLMs (via Ollama) with SolidWorks through its COM API, enabling read-only inspection of features, dimensions, equations, mass properties, and file exports. It supports models like Qwen3 and plans future expansion to editing and generation.
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    An MCP server for auditing automation health, finding failures, stale logs, and non-functional endpoints that report success while quietly failing.
    7
    MIT
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    Turns Canvas LMS into a scriptable pipeline and exposes it to AI assistants via MCP for querying courses, grades, assignments, and syncing files using natural language.
    14
    3
    MIT