SerialMemory for Developers
Persistent, queryable memory for AI agents. Built for engineers who want real long-term context.
What You Get
Long-term AI Memory
Store memories with semantic embeddings and full-text search. Memories persist across sessions, decay naturally over time, and can be reinforced when validated.
Graph Intelligence
Automatic entity extraction builds a knowledge graph from your memories. Multi-hop traversal lets you find connections your agent would otherwise miss.
Deterministic Reasoning
Not probabilistic guessing. Real constraint propagation, contradiction detection, and engineering validation over your system's actual structure.
How It Works
Create Account
Sign up at serialcoder.io. Free tier includes 10k memories.
Get API Key
Generate a key from your dashboard. One key per workspace.
Run Docker MCP
Pull and run. First launch prompts for your API key interactively.
Query Memory
Your AI agent now has persistent memory via MCP tools.
Docker MCP Server
One command to persistent AI memory.
docker run -it serialcoder/serialmemory-mcp
Interactive Setup
First run prompts for your API key
Config Stored
Credentials saved automatically in volume
No Env Vars
No manual configuration required
Core API
Every tool your AI agent needs for persistent memory.
memory_ingest
memory_search
memory_multi_hop_search
memory_about_user
crawl_relationships
export_memories
get_graph_statistics
reembed_memories
Build agents that remember.
Give your AI a real memory layer. Semantic search, graph traversal, and deterministic reasoning—all through a single MCP server.