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Memory & Retrieval

v1.6.0
mem0 · Memory & Knowledge
27.4K installs1.1K starsMITUpdated 2026-04-19

Memory & Retrieval is an AI agent skill in the Memory & Knowledge category. Long-term memory for agents — store, index, and retrieve information across sessions with semantic search.

npx agentmag add memory-retrieval

About

The Memory & Retrieval skill gives your agent persistent, searchable memory. It can store facts, conversations, documents, and structured data — then retrieve them later using semantic search, keyword matching, or metadata filters.

Built on vector embeddings for semantic similarity, with a hybrid approach that also supports exact-match and recency-based retrieval. Your agent remembers what it learned last week and can build on it today.

Capabilities

  • Semantic search over stored memories
  • Structured and unstructured data storage
  • Conversation history indexing and recall
  • Metadata filtering and time-based retrieval
  • Automatic deduplication and relevance scoring
  • Configurable retention policies

Compatible agents

Claude CodeCursorWindsurfCopilot

Add Memory & Retrieval to your agent

One command to install. Works with all major coding agents.

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