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Ratary Memory Mcp

@ontorata

Ratary is an open-source AI Brain Platform. The Memory MCP server (ratary) gives coding assistants durable, owner-scoped memory across sessions — hybrid search, knowledge graph traversal, and token-efficient context assembly.

概览

What is Ratary Memory Mcp?

Ratary Memory Mcp is an open-source AI Brain Platform that provides coding assistants with durable, owner-scoped memory across sessions. It combines hybrid search, knowledge graph traversal, and token-efficient context assembly.

How to use Ratary Memory Mcp?

Install via npm (@ratary/mcp-server) for a REST proxy with 6 tools, or clone the repository for local stdio with 28 tools. Self-host using D1, Postgres, Supabase, MariaDB, or Docker. An optional remote Streamable HTTP transport is available when deployed.

Key features of Ratary Memory Mcp

  • Durable, owner-scoped memory across sessions
  • Hybrid search and knowledge graph traversal
  • Token-efficient context assembly
  • Self-hostable with multiple database backends
  • Multiple transport options: stdio, REST proxy, Streamable HTTP

Use cases of Ratary Memory Mcp

  • Persistent memory for coding assistants between sessions
  • Hybrid search over past project context
  • Knowledge graph traversal to find relational data
  • Token-efficient context assembly for LLM conversations

FAQ from Ratary Memory Mcp

What is Ratary Memory Mcp?

It is an open-source platform that gives coding assistants durable, owner-scoped memory across sessions using hybrid search, knowledge graph traversal, and token-efficient context assembly.

What transports does Ratary Memory Mcp support?

Local stdio with 28 tools (clone repo), npm package @ratary/mcp-server as a REST proxy with 6 tools, and optional remote Streamable HTTP when deployed.

How can I self-host Ratary Memory Mcp?

You can self-host using D1, Postgres, Supabase, MariaDB, or Docker.

Is Ratary Memory Mcp open source?

Yes, Ratary is an open-source AI Brain Platform.

What are the runtime or database requirements?

It supports D1, Postgres, Supabase, MariaDB, or Docker for self-hosting. The npm version acts as a REST proxy.

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