memory-mcp
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- AlicenseAqualityAmaintenanceProvides AI agents with persistent, long-term memory via OKF-formatted markdown and SQLite indexing, enabling stateful storage, retrieval, and search across sessions.6212MIT
- AlicenseAqualityBmaintenanceEnables AI agents to maintain a persistent, queryable memory stored as user-owned Markdown files, with dual-channel retrieval (FTS5 and optional semantic search) and an audited write pipeline.11MIT
- AlicenseAqualityBmaintenanceProvides a hybrid memory architecture with a thin SQLite index and Markdown cold storage, enabling AI agents to write, query, link, and rebuild long-term memories via MCP tools, model-agnostic and zero third-party dependencies.74MIT
- AlicenseNot gradedqualityDmaintenanceProvides persistent long-term memory for AI assistants with tag-based retrieval, wiki-style linking, and source references, storing memories as markdown files with SQLite index.1MIT
- AlicenseNot gradedqualityCmaintenanceProvides long-lived, cross-project technical memory for AI agents via markdown cards stored in git and indexed by SQLite, enabling search, retrieval, and human-reviewed knowledge management.ISC
- AlicenseNot gradedqualityBmaintenanceProvides persistent, local-first memory for coding agents with Markdown as the source of truth, exposed via CLI, loopback API, MCP, and Codex hooks for context retrieval and durable writes.MIT
TDQS
Scored across 7 tools
Each tool has a clearly distinct purpose: reindex for maintenance, remember for creation, recall for search, read for retrieval, update for modifications, forget for deletion/lifecycle changes, and status for system overview. No two tools overlap in function; even update's multiple sub-actions are clearly delineated within a single tool.
All tools follow a consistent 'memory_' prefix with a descriptive verb (remember, recall, read, update, forget, status, reindex). The naming pattern is uniform and predictable, making it easy to infer tool behavior from names alone.
Seven tools is an ideal scope for a memory management server. It covers all core CRUD operations, search, maintenance, and status reporting without redundancy or bloat. Each tool occupies a necessary role in the lifecycle.
The tool set covers the full memory lifecycle: create (remember), retrieve (recall/read), update (update with edit/supersede/state changes), delete (forget with archive/deprecate/purge), plus maintenance (reindex) and oversight (status). Conflict resolution and linking are also supported, leaving no obvious gaps.