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    Related Servers

    • A
      license
      A
      quality
      C
      maintenance
      Persistent cloud memory for AI coding assistants. 28 MCP tools for semantic search, auto-learning, task tracking, correction patterns, knowledge graphs, and session replay across Claude Code, Cursor, Windsurf, Cline, and any MCP client. Encrypted at rest. Team shared memory with author attribution.
      35
      538 npm
      7
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides AI assistants with a persistent knowledge graph and experience memory, featuring context-aware routing, progressive disclosure, decay-based forgetting, and automatic promotion of important knowledge. It offers 22 MCP tools for storing, recalling, connecting, and querying knowledge, experiences, preferences, and ideas.
      13
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      AI-native productivity backend that gives your AI assistant persistent memory, pattern awareness, and computed intelligence about your work. 14 MCP tools for task management, daily planning, weekly review, and personal context.
      MIT
    • A
      license
      A
      quality
      D
      maintenance
      Persistent memory API for AI agents — store, recall, and inject semantically-searchable context across sessions. EU-hosted, GDPR-compliant. Supports Claude, Cursor, Cline, and any MCP-compatible client.
      4
      2
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Persistent memory layer for MCP-compatible AI agents. Implements save/recall/search over a local SQLite session store via 14 MCP tools. Auto-loads relevant context at session start. No cloud dependency. Works with Claude, Cursor, Codex, Hermes Agent. Free (50 sessions) / Pro ($8/mo).
      33
      443 PyPI
      10
      Business Source 1.1

    TDQS

    A4.5/5.0

    Scored across 15 tools

    Disambiguation4/5

    Tools are mostly distinct with clear boundaries between semantic memory (remember/recall/forget), exact-access notes (save_note/get_note), structured insights (record_insight/my_insights), and session lifecycle (start/resume/end/promote_session). Minor potential confusion between promote_session and remember (both persist information), but descriptions clarify the session-specific context for promotion.

    Naming Consistency3/5

    Mixed conventions exist: verb_noun pattern (save_note, start_session), bare verbs (remember, recall, forget), possessive prefix (my_sessions, my_insights, my_memory_stats), and gerund phrase (getting_started). While subsystems are internally consistent (my_* for introspection, *_session for sessions), the server lacks a unified naming pattern across all 15 tools.

    Tool Count5/5

    15 tools is well-scoped for a comprehensive memory and session management system. The count covers semantic memory CRUD, named note storage, insight tracking, full session lifecycle, and utility functions without bloat. Each tool earns its place in the knowledge management workflow.

    Completeness4/5

    Covers the full lifecycle for sessions and semantic memories adequately. Minor gaps exist: no explicit delete for notes or insights (only overwrite), and no update operation for existing memories (requires forget+remember sequence). However, agents can work around these gaps, and core persistent memory workflows are fully supported.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues