Skills
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All Skillsmem0 · Memory & Knowledge
Memory & Retrieval
v1.6.027.4K installs1.1K starsMITUpdated 2026-04-19
Long-term memory for agents — store, index, and retrieve information across sessions with semantic search.
memoryragvectorembeddingsretrieval
npx agentmag add memory-retrievalAbout
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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