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MCP Contemplation

MCP Contemplation

by MikeyBeez

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      Gives Claude Code a persistent identity and cross-session memory with semantic search over saved facts, decisions, and journals. It also detects and classifies user corrections into behavioral patterns with lifecycle trends, reflecting periodically to promote or retire working frameworks.
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    • F
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    • F
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      Gives Claude persistent cross-conversation memory tagged along valence and arousal dimensions, stored as Obsidian-compatible Markdown buckets with a forgetting curve that lets emotionally intense or unresolved memories decay slower and resurface automatically. It exposes tools to surface, store, digest, edit, and inspect memories over MCP.
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    TDQS

    B3.4/5.0

    Scored across 9 tools

    Disambiguation5/5

    Every tool has a clearly distinct purpose with no ambiguity. For example, clear_scratch handles temporary notes, get_insights retrieves processed data, and start/stop_contemplation control the loop lifecycle, making misselection unlikely.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern using snake_case, such as clear_scratch, get_insights, and set_threshold. This predictability aids in agent understanding and tool selection.

    Tool Count5/5

    With 9 tools, the count is well-scoped for a contemplation system, covering core operations like status monitoring, loop control, data retrieval, and configuration without being overwhelming or insufficient.

    Completeness4/5

    The tool set provides comprehensive coverage for contemplation workflows, including starting/stopping loops, sending thoughts, retrieving insights, and managing settings. A minor gap might be the lack of a tool to modify or delete specific thoughts or insights, but agents can work around this.

    Maintenance

    ActivityInactive
    ResponsivenessSyncing