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Alternatives to flowgraf

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    Related Servers

    • A
      license
      A
      quality
      F
      maintenance
      MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.
      5
      38 npm
      9
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Visual architecture canvas that updates in real-time. Agents can build, read, and modify system design diagrams — services, databases, queues, APIs, entities — all linked to actual code paths in your repo.
      34 npm
      4
      MIT
    • F
      license
      C
      quality
      A
      maintenance
      Self-hosted, source-available AI workflow automation platform. Build multi-agent, RAG, and tool-using pipelines on a visual canvas and publish any workflow as an MCP server (stdio/SSE/Streamable HTTP). Also an MCP client via the agent node.
      2
      1,292
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables agents to create, customize, analyze and export relationship diagrams — theorem dependencies, paper maps, task RACI, org charts, conversation graphs — through 25 MCP tools, with cycle detection, centrality bottleneck reports, dependency closure and Mermaid/DOT/Markdown/JSON interop. Graphs stay local-first in a diff-friendly JSON source of truth and can be refined on a visual canvas.
      1
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    TDQS

    A4.4/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a distinct purpose: creating a new diagram, editing an existing diagram, and fetching a diagram's data. There is no overlap or confusion between them.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (create_diagram, edit_diagram, get_diagram), making the API intuitive and predictable.

    Tool Count5/5

    Three tools cover the core lifecycle of a diagram (create, retrieve, update) without unnecessary extras. The scope is well-defined and each tool is essential.

    Completeness4/5

    The tools cover creation, retrieval, and comprehensive editing (with many operations). Missing a delete tool or a list tool, but the editing capability is very rich, so minor gap.

    Maintenance

    ActivityStale
    ResponsivenessNo issues