mcp-memory
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- -licenseNot gradedqualityNot gradedmaintenanceProvides persistent local memory functionality for AI assistants, enabling them to store, retrieve, and search contextual information across conversations with SQLite-based full-text search. All data stays private on your machine while dramatically improving context retention and personalized assistance.3-
- AlicenseNot gradedqualityCmaintenanceProvides persistent local memory for AI assistants using SQLite and semantic search, enabling context-aware conversations.16 npmMIT
- AlicenseNot gradedqualityCmaintenanceProvides AI assistants with persistent memory across sessions using local SQLite and keyword search, allowing storage and retrieval of user preferences, project context, and decisions.11 npm9MIT
- AlicenseNot gradedqualityAmaintenanceEnables AI assistants to have persistent, self-hosted memory across sessions and devices, storing context in a SQLite database you control.MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI assistants to store and retrieve memories with semantic search capabilities using vector embeddings. Provides persistent memory storage with SQLite backend for context retention across conversations.31 npm1MIT
- AlicenseAqualityBmaintenanceProvides persistent cross-session memory and full-text search for AI coding assistants, storing project context, decisions, and preferences while enabling searchable access to conversation history via local SQLite.81MIT
TDQS
Scored across 8 tools
Each tool has a distinct primary role: store (remember), search (recall), browse (themen), fetch (zeige), classify (einordnen), forget (vergessen), and two consolidation helpers (verdichten, pruefe). The closest pairs, verdichten/pruefe and vergessen/remember with ersetzt, are clearly delineated by the descriptions, but the fine distinction between finding duplicates versus judging contradictions could still cause occasional hesitation.
Tool names mix English ('remember', 'recall') with German ('verdichten', 'pruefe', 'vergessen', 'zeige', 'einordnen') and one noun ('themen') among otherwise imperative verbs. All names are single lowercase tokens, so they are readable, but the convention is not uniform enough for a high consistency score.
Eight tools are well-scoped for a personal memory server, covering create, read, search, browse, classify, forget, and two targeted consolidation helpers without obvious redundancy. Each tool earns its place and the set does not feel bloated or thin.
The core lifecycle is covered: create (remember), read (recall, zeige, themen), update knowledge kind (einordnen), soft delete (vergessen), and consolidation (verdichten, pruefe). Minor gaps exist—no way to edit tags of an existing entry and no hard delete—but these appear intentional and can be worked around by creating a new entry and superseding the old one.