Local Memory
AI memory for every agent
Local Memory launched on December 12, 2025 with 3 votes, #4,354 of 11,628 launches that month.
What it does
Your AI forgets everything between sessions. Local Memory fixes this. Persistent, searchable memory that stays entirely on your machine. Store context once, recall it instantly, across conversations, any agent. MCP for native agent integration, REST API for automation, CLI for scripting. Compatible with Claude, GPT, Gemini, and agents that don't support MCP at all. Semantic search. Relationship discovery. Complete data sovereignty. Built for people who want their AI to actually remember.
Not a file replacement — a knowledge layer. Observations evolve into learnings, then patterns. Semantic search, local embeddings, multi-provider reasoning. Private, fast, ships as a single binary. Works with Claude, GPT, Ollama, and OpenAI-compatible platforms.
Does a similar job
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MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5Aug 2026 · github.com · ▲70An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents. - fellowgeek/mcp-memory


Persistent memory for AI coding agentsMay 2026 · totalmemory.dev · ▲4Open-source MCP server. #5 on LoCoMo. 100% local. MIT.
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