F
license-
qualityC
maintenanceAuto-captured, auto-recalled, path-scoped memory for AI coding agents and teams.
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"Understanding Memory or Memory-Related Topics" matching MCP servers:
- Flicense-qualityBmaintenanceSlipstream - Built by Vektor Memory - a persistent multi-layered memory architecture. 4-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, DXT-MCP Cloak Tools.4
substrate-memoryofficial
Alicense-qualityCmaintenanceProvides Claude Co-work with MCP tools to search and record organizational memory, including search, read, query, ingest, remember, sync, and status operations.MIT- Alicense-qualityCmaintenanceMCP server providing durable Substrate organizational memory tools, including search, read, query, ingest, remember, and sync. It integrates with Codex to automatically capture completed turns and session boundaries for persistent memory.MIT
- AlicenseAqualityBmaintenanceMulti-user, file-backed MCP memory server enabling isolated namespaces and persistent memory across sessions and AI clients.923MIT
- Alicense-qualityCmaintenanceMCP server that connects Claude Code to Substrate organizational memory, providing tools for searching, reading, querying, and writing memory, with automatic capture of conversation turns.MIT
- Flicense-qualityDmaintenanceA knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.6
- AlicenseAqualityBmaintenanceMCP server for managing project memory in AGENTS.md. Allows agents to record and remove durable facts using save/forget tools.24541MIT
- AlicenseAqualityAmaintenanceLocal, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates37Apache 2.0
- AlicenseAqualityAmaintenanceLocal-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware and secret-safe.12931MIT
- AlicenseAqualityCmaintenanceA minimal MCP server that exposes Gemini's web and multimodal understanding (video, audio, document, image) through five dedicated tools.51MIT
- AlicenseAqualityCmaintenanceSmart memory for AI agents. Solves the Karpathy problem: memories decay, topics are frequency-weighted, one-time questions don't become obsessions. 7 tools. Zero deps.4162MIT
- AlicenseAqualityCmaintenanceA different approach from typical persistent-memory MCPs. Instead of a local SQLite + embeddings store, the memory lives as plain files in a .ai-memory/ directory you commit to your repo (facts.jsonl, decisions/\*.md, gotchas.md). Git is the sync layer — what one Claude/Cursor/Cline learns about a repo, the next session (or a teammate's agent) picks up automatically. 5 MCP tools: get_rep51MIT
- AlicenseAqualityDmaintenanceA zero-dependency, file-based persistent memory system for AI agents with tiered memory, Ebbinghaus decay, and keyword retrieval.51MIT
- AlicenseAqualityBmaintenanceTwo-layer memory for AI agents. Episodes compress into identity. The only MCP memory server with an immune system. Patterns earn permanence through evidence, false knowledge gets caught and demoted, and stale information fades — so your agent's memory gets smarter over time, not just bigger. Zero dependencies. 5 tools. Works with any MCP client.1610MIT
- AlicenseAqualityDmaintenanceProvides persistent memory for AI assistants via MCP, enabling them to store and recall facts, preferences, and tasks across conversations using either local file storage or a cloud backend with semantic search.514MIT
- AlicenseAqualityAmaintenanceCognitive memory engine for AI agents with 5,100+ knowledge modules, circadian rhythm awareness, emotional state tracking (PAD model), and hybrid semantic search. Supports persistent per-user memory, project-scoped contexts, and multi-protocol access.2622Apache 2.0
SAE4U Memoryofficial
AlicenseAqualityDmaintenanceProvides persistent memory for Claude with hierarchical categorization, cross-corpus recall, session journals, and customizable persona, enabling memory continuity across sessions.7MIT- AlicenseAqualityBmaintenanceProvides cross-session persistent memory for coding agents via MCP tools to store, retrieve, and manage notes with hybrid keyword/semantic search and automatic deduplication.8165MIT
- AlicenseAqualityCmaintenanceMCP server for persistent, semantic memory across AI sessions; store context, decisions, and learnings and recall them with natural language search.250MIT