MemoryForge AI with Redis, PostgreSQL, and Qdrant

MemoryForge AI with Redis, PostgreSQL, and Qdrant

Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0

Quick Start

# Connect this server (installs CLI if needed)
npx -y smithery mcp add cpretzinger/ai-assistant-simple

# Browse available tools
npx -y smithery tool list cpretzinger/ai-assistant-simple

# Get full schema for a tool
npx -y smithery tool get cpretzinger/ai-assistant-simple get_context

# Call a tool
npx -y smithery tool call cpretzinger/ai-assistant-simple get_context '{}'

Direct MCP Connection

Endpoint: https://ai-assistant-simple--cpretzinger.run.tools

Optional config:

• debug (query) — Enable debug logging
• QDRANT_URL (query) — Qdrant URL
• REDIS_HOST (query) — Redis host for direct connection
• REDIS_PORT (query) — Redis port
• POSTGRES_DB (query) — PostgreSQL database
• POSTGRES_HOST (query) — PostgreSQL host for direct connection
• POSTGRES_PORT (query) — PostgreSQL port
• POSTGRES_USER (query) — PostgreSQL user
• OPENAI_API_KEY (query) — OpenAI API key for embeddings
• QDRANT_API_KEY (query) — Qdrant API key
• REDIS_PASSWORD (query) — Redis password
• EMBEDDING_MODEL (query) — Embedding model to use
• REDIS_PROXY_URL (query) — Redis HTTP proxy URL (alternative to direct connection)
• POSTGRES_API_KEY (query) — PostgREST API key
• POSTGRES_PASSWORD (query) — PostgreSQL password
• POSTGRES_REST_URL (query) — PostgREST API URL (alternative to direct connection)
• REDIS_PROXY_API_KEY (query) — Redis proxy API key

Tools (11)

• get_context — Get or create context for a topic or project
• update_context — Update or add context for a topic or project
• list_topics — List all available topics/projects
• delete_context — Delete context for a specific topic
• search_context — Search for similar contexts using semantic search
• get_context_history — Get history of updates for a topic
• export_contexts — Export all contexts to JSON format
• configure_auto_save — Configure automatic context saving with custom frequency
• get_auto_save_status — Get current auto-save configuration and status
• get_stream_context — Get context data directly from Redis events:raw stream
• update_stream_context — Write context data directly to Redis events:raw stream

# Get full input/output schema for a tool
npx -y smithery tool get cpretzinger/ai-assistant-simple