Best Alternatives to ZenBrain Memory

Titen Memory

Runtime: npx

Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1

Local memory for AI agents. One SQLite file on your machine — no cloud, no account.

Agent Swarm

Runtime: bunx

Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

Tinycontext

Runtime: uvx

Token-light local memory with SQLite hybrid retrieval for MCP agents.

Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.

Genai Toolbox

Runtime: npx

Connects MCP-compatible agents and IDEs to databases through prebuilt or custom tools.

MCP Toolbox for Databases

Runtime: npx

MCP Toolbox for Databases enables your agent to connect to your database.

Leteo

Runtime: bunx

Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

Memex

Runtime: npx

Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats.

Tether

Runtime: uvx

Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.

Mysql MCP Server

Runtime: npx

Connects MCP clients to MySQL for SQL execution, schema inspection, and small table samples.