Memory MCP servers

Agent memory that learns: long-term recall and reflection exposed to agents over MCP.

Long-term memory for agents built on graph and vector stores, with ingestion from many data sources.

Local-first memory for AI conversations stored as Markdown files that both you and the model can read and edit.

Persistent semantic memory for Claude and agent pipelines with a REST API, knowledge graph and automatic consolidation.

Official knowledge-graph memory server for persistent agent context.