agent-memory
What this MCP does
Stores, retrieves, searches, and deletes persistent memories for AI agents across sessions.
Tools
Input schema
{'type': 'object', 'required': ['namespace'], 'properties': {'namespace': {'type': 'string', 'description': 'Namespace to clear'}}}
Input schema
{'type': 'object', 'required': ['id'], 'properties': {'id': {'type': 'string', 'description': 'Memory ID'}}}
Input schema
{'type': 'object', 'required': ['id'], 'properties': {'id': {'type': 'string', 'description': 'Memory ID'}}}
Input schema
{'type': 'object', 'required': ['namespace'], 'properties': {'q': {'type': 'string', 'description': 'Optional search query (substring match)'}, 'limit': {'type': 'number', 'description': 'Max results to return (default 50, max 200)'}, 'namespace': {'type': 'string', 'description': 'Namespace to search in'}}}
Input schema
{'type': 'object', 'required': ['namespace', 'content'], 'properties': {'ttl': {'type': 'number', 'description': 'Optional TTL in seconds'}, 'content': {'type': 'string', 'description': 'Memory content to store'}, 'metadata': {'type': 'object', 'description': 'Optional metadata key-value pairs'}, 'namespace': {'type': 'string', 'description': 'Namespace to group memories (e.g. agent name)'}}}
Recent tool changes
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