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Agent Memory MCP Server

Agent Memory MCP Server

by AiAgentKarl
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Python
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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

    A3.6/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: store, retrieve, list, search, delete, list namespaces, and stats. No overlap or ambiguity.

    Naming Consistency4/5

    Tools follow a consistent 'memory_' prefix with verbs except for 'memory_namespaces' and 'memory_stats', which use nouns. Minor deviation from the verb_noun pattern.

    Tool Count5/5

    Seven tools are appropriate for a memory management server, covering essential operations without being too few or too many.

    Completeness4/5

    Covers all basic memory operations (create, read, list, search, delete, stats, namespace listing), but lacks an explicit update operation, though store can overwrite existing keys.

    Resources