Best Alternatives to Local Memory

Titen Memory

Runtime: npx

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

Agent Swarm

Runtime: bunx

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

Memory Kernel

Runtime: uvx

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

Leteo

Runtime: bunx

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

CPersona

Runtime: uvx

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

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

Mismem

Runtime: npx

Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)

Memory Fts

Runtime: npx

Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking

Tinycontext

Runtime: uvx

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

Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.

Genai Toolbox

Runtime: npx

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

Memwright

Runtime: uvx

Embedded memory for AI agents with SQLite FTS5, pgvector, and Neo4j graph search.