Memory Tools for AI Agents
Persistent memory and state management for agents. Store context, conversation history, and knowledge across sessions.
12 tools in this category
AirweaveMCPCLI
Open-source context retrieval for AI agents
GraphlitMCP
Knowledge graph RAG platform with 30+ live-sync connectors for AI agents
HelixDBCLI
Graph-vector database and knowledge infrastructure for agents
LanceDBCLI
Open-source multimodal lakehouse and vector database
Lantern
Open-source Postgres vector search for AI applications
Mem0MCPCLI
Universal memory layer for AI agents — persistent, personalized recall across sessions
OutlitMCP
Customer context layer for AI agents — every interaction, structured and queryable
PineconeMCP
Managed vector database for agent knowledge, retrieval, and memory
QdrantMCP
Open-source vector database and semantic memory for AI agents
Upstash RedisCLI
Serverless Redis with REST API and global low-latency replication
Weaviate CloudMCP
Managed vector database with hybrid search and native MCP
ZepMCP
Context engineering platform with temporal knowledge graphs for agent memory