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Alternatives to hypernmnesia-mcp-viz

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    • A
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      Open-source operational brain that fuses an AI system's agents, memory, knowledge and automations into one rooted, privacy-walled graph, served over MCP with stats, search, node dossiers, neighbors and pathfinding. The same snapshot also renders up to a million nodes in a 3D browser view.
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    • F
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      Turns local code repositories into a queryable dependency graph built from AST parsing and git co-edit history, then exposes it alongside an Obsidian vault as persistent memory. Enables context retrieval, impact analysis of proposed changes, and curation of durable prose knowledge through full-text search and Personalized PageRank classification—all fully offline without API keys or embeddings.
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    TDQS

    A4.4/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools are unmistakably distinct: one launches the bundled browser visualization with side effects, the other returns JSON graph data for a custom client. The descriptions even provide explicit contrasts, so an agent should not confuse them.

    Naming Consistency5/5

    Both names follow the same lowercase snake_case verb_noun pattern: open_visualization and get_methodology_graph. The verb choice maps cleanly to each tool's behavior (open vs. get).

    Tool Count3/5

    Two tools is at the thin end of the scale, though each is broad and covers a distinct access path (human-facing UI vs. JSON data). The descriptions reference list_domains and get_causal_chain, which are not exposed here, making the set feel like a slice of a larger system.

    Completeness4/5

    The core visualization workflows are covered: launch the full browser UI and fetch the methodology graph as JSON for a custom client. Minor gaps include no JSON endpoints for the other bundled views and no explicit stop/status API, though auto-shutdown mitigates the latter.

    Maintenance

    ActivityActive
    ResponsivenessResponsive