memory-ops

Memory Operations Testing

Test and debug memory operations for the Memory MCP Server focusing on $ARGUMENTS:

Create Memory

Test memory creation with embedding generation:

# Create a simple memory
npx @modelcontextprotocol/cli call create_memory '{
  "content": "User prefers dark mode interfaces",
  "type": "preference",
  "importance": 0.8
}'

# Create memory with expiration
npx @modelcontextprotocol/cli call create_memory '{
  "content": "Meeting with team at 3pm tomorrow",
  "type": "event",
  "importance": 0.9,
  "expires_at": "2024-12-31T15:00:00Z"
}'

# Create memory with metadata
npx @modelcontextprotocol/cli call create_memory '{
  "content": "Project deadline is March 15",
  "type": "task",
  "importance": 1.0,
  "metadata": {
    "project": "Memory MCP Server",
    "priority": "high"
  }
}'

# Batch memory creation
for i in {1..10}; do
  npx @modelcontextprotocol/cli call create_memory "{
    \"content\": \"Test memory $i for performance testing\",
    \"type\": \"test\",
    \"importance\": 0.5
  }"
done

Search Memories

Test vector similarity search:

# Basic semantic search
npx @modelcontextprotocol/cli call search_memories '{
  "query": "What are the user preferences?",
  "limit": 5
}'

# Search with similarity threshold
npx @modelcontextprotocol/cli call search_memories '{
  "query": "upcoming meetings and events",
  "limit": 10,
  "threshold": 0.7
}'

# Search by type
npx @modelcontextprotocol/cli call search_memories '{
  "query": "tasks and deadlines",
  "filter": {
    "type": "task"
  },
  "limit": 20
}'

# Search with date range
npx @modelcontextprotocol/cli call search_memories '{
  "query": "recent activities",
  "filter": {
    "created_after": "2024-01-01",
    "created_before": "2024-12-31"
  }
}'

Update Memory

Test memory updates and importance adjustments:

# Update memory content
npx @modelcontextprotocol/cli call update_memory '{
  "id": "memory-uuid-here",
  "content": "Updated content with new information",
  "regenerate_embedding": true
}'

# Adjust importance
npx @modelcontextprotocol/cli call update_memory '{
  "id": "memory-uuid-here",
  "importance": 0.95
}'

# Extend expiration
npx @modelcontextprotocol/cli call update_memory '{
  "id": "memory-uuid-here",
  "expires_at": "2025-12-31T23:59:59Z"
}'

# Mark as accessed
npx @modelcontextprotocol/cli call update_memory '{
  "id": "memory-uuid-here",
  "increment_access_count": true
}'