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Next AI Draw.io MCP Server

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    • drawio-mcp-server

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    • diag-weaver

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    • Draw.io MCP Server

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      Enables AI agents to programmatically create, modify, and analyze Draw.io diagrams through the Model Context Protocol. Supports generating architectural diagrams, flowcharts, and visualizations with bidirectional communication between AI systems and Draw.io.
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.4/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool targets a distinct phase of the diagram workflow: session startup, creation, modification, retrieval, and export. The descriptions explicitly clarify the boundary between create_new_diagram and edit_diagram, preventing misselection.

    Naming Consistency5/5

    All tool names follow a verb_noun pattern in snake_case (start_session, edit_diagram, get_diagram, export_diagram; create_new_diagram includes an adjective but still starts with a verb). There is no mixed case or inconsistent verb tense.

    Tool Count5/5

    With 5 tools covering the complete lifecycle of a draw.io diagram, the count is well-scoped. It is not too small to be limiting nor too large to be confusing.

    Completeness5/5

    The tool set covers the full workflow: start a session, create a new diagram, read the current state, apply modifications (including add/update/delete operations), and export. No critical gaps are apparent for the stated purpose of diagram creation and editing.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources