Alaya Mcp
by SecurityRonincommunityv0.4.7
9
Alaya is an embeddable Rust library that provides a memory engine with neuroscience-grounded memory dynamics, allowing agents to store and retrieve conversations efficiently while managing memory decay and structure.
From the registry: Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall
Install & configure
Install in your client
Paste into the AI you're chatting with — it will figure out the rest
Please install the `alaya-mcp` MCP server into my current AI client (that's you).
Canonical MCP server config (stdio transport):
- command: `npx`
- args: ["-y","alaya-mcp"]
- optional environment variables:
- `ALAYA_DB`: SQLite database path (example: `~/.alaya/memory.db`)
- `ALAYA_LLM_API_KEY`: OpenAI-compatible API key for auto-consolidation (example: `<your-openai-api-key>`)
- `ALAYA_LLM_API_URL`: OpenAI-compatible chat completions endpoint (example: `https://api.openai.com/v1/chat/completions`)
- `ALAYA_LLM_MODEL`: Model name for auto-consolidation (example: `gpt-4o-mini`)
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.Tools (13)
remember
Store a conversation message and auto-prompts consolidation after 10 episodes.
recall
Search memory with hybrid retrieval and category boost.
learn
Teach extracted knowledge directly by the agent.
status
Provides rich memory statistics including episodes and knowledge breakdown.
preferences
Get learned user preferences.
knowledge
Get distilled semantic facts with category filtering.
maintain
Run memory cleanup including deduplication and decay.
purge
Delete memories by session, age, or all.
categories
List emergent categories with stability filter.
neighbors
Graph neighbors via spreading activation.
node_category
Determine which category a node belongs to.
import_claude_mem
Import observations from a claude-mem database.
import_claude_code
Import conversation history from Claude Code JSONL files.
Environment variables
ALAYA_DBPath to SQLite database.ALAYA_LLM_API_KEYrequiredAPI key for auto-consolidation, enables ExtractionProvider.ALAYA_LLM_API_URLOpenAI-compatible chat completions endpoint.ALAYA_LLM_MODELModel name for the LLM.Packages
alaya-mcp
npmv0.4.7transport: stdio
Details
- Language
- Rust
- License
- MIT
- Released
- Mar 27, 2026
- Last commit
- Apr 20, 2026
- Registry name
- io.github.SecurityRonin/alaya-mcp