Memory tools for AI agents
Persistent memory and recall for AI agents. Every listing is security-reviewed and installs with one command.
Lex
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.
SuperMemory
MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.
Context First MCP
37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.
Longhand
Local memory for Claude Code. Semantic recall across session history with zero API calls.
Knowmind
Knowledge graph & long-term memory for AI agents: recall, relations, store, stats, health.
emem — Earth memory protocol
Content-addressed, ed25519-signed memory of every place on Earth. Apache-2.0, no keys for reads.
Wander Agent
60-tool AI travel agent: flights, hotels, visas, weather, fare watching, trip memory. No keys.
Velixar Mcp Server
Persistent memory for AI assistants. Store, search, and recall across sessions.
Agentmem
Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.
Mneme
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.
Telemem
Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
Synapse Layer — Continuous Consciousness Infrastructure
Persistent zero-knowledge memory for AI agents. AES-256-GCM encryption, PII redaction.
Amnesic
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
Forge Cascade MCP Memory Server
AI memory buyer routing with Forge docs, pricing, enterprise intake, and MCP discovery.
Shelbymcp
Knowledge-graph memory server for AI tools via MCP
Sprintra
AI-native project management with persistent memory across IDEs (Claude, Cursor, Codex).
Claude Amplifier
Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.
Mindswap
Local-first AI context and memory server for cross-tool coding continuity.
Thronglets
P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p
Alaya
Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall
Knowmind
Knowledge graph & long-term memory for AI agents: recall, relations, store, stats, health.
Saihm Mcp
Sovereign encrypted persistent memory for AI agents. 8 MCP tools. GDPR erasure. Apache-2.0.
Recall
Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.
Claude Memory Manager
Cross-session memory for Claude Code — context capture, semantic search, recall
Artel
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.
N3MemoryCore Lite (Working Memory)
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
Nativ Mcp
AI-powered localization — translate, manage translation memory, and access style guides.
Locus
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
Sentinal
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics
Agent402 — pay-per-call web tools
1000+ pay-per-call web tools for agents: search, browser, PDF, memory. x402 USDC or proof-of-work.
Clarik Mcp Server
Clarity and memory persistent workspace context manager for Claude.
Memory Vault
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
Memphora Mcp
Add persistent memory to AI assistants. Store and recall info across conversations.
Memori Mcp
Memori MCP server — persistent AI memory with recall and augmentation tools
SmartMemory
Neuro-symbolic memory for LLMs (POC)
MarsNMe
Agent-agnostic memory backend that preserves continuity between humans and AI over time.
Memorylens Mcp
MCP server for .NET memory profiling with JetBrains dotMemory integration
Fixflow Mcp
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
MARM Systems
Universal MCP Server with advanced AI memory capabilities and semantic search.
Rememb
Persistent memory for AI agents — local JSON, zero config, no server required.
Copilot Memory MCP
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
Memory Nexus Mcp
Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.
Nexus Memory Mcp
Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.
Context Mem
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools
Context Sync
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
Contextful
Efficient context management: code search, evidence packs, and memory for coding agents.
MemoGraph
Graph-based memory system for LLMs with knowledge graphs and semantic search
MCP Memory Gateway
Agent quality feedback loop with prevention rules and commerce quality scores.