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mem0-alternative

Here are 17 public repositories matching this topic...

projectmem

riponcm / projectmem

Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.

Updated Sep 15, 2026
Python

alibaizhanov / mengram

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Updated Sep 16, 2026
Python

deepmemteam / deepmem

Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code changes. Self-host for free.

ai mcp memory-management ai-agents long-term-memory rag fastapi vector-database hybrid-search qdrant llm semantic-cache llm-memory ai-memory memory-system agent-memory ai-agent-memory mem0-alternative mem0-compatible

Updated Aug 17, 2026
Python

cyberlife-coder / VelesDB

The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the evidence path behind every recall. No cloud, no glue code — runs on server, browser, mobile and desktop.

rust search-engine machine-learning ai embeddings simd graph-database avx512 zep rag hnsw local-first vector-database ai-memory mem0 columnstore-database mem0-alternative all-in-one-databse

Updated Sep 21, 2026
Rust

rasputin-memory

jcartu / rasputin-memory

The ultimate memory backend for OpenClaw and Claude Code. Persistent conversation memory with LLM fact extraction, foundation-model reranking, and 77.7% LoCoMo accuracy. MCP native, REST API, self-hosted.

Updated Apr 25, 2026
Python

kanhaoning / NeatMem

Lightweight local memory for agents — every dedup, update, and rerank decision inspectable and tunable. 3 dedup detectors × 4 update resolvers × 3 rerank modes · 60+ parameters · 6 prompts replaceable

python memory ai-agents rag agentic-rag context-engineering mem0-alternative openclaw-plugin harness-engineering hermes-agent-plugin

Updated Sep 21, 2026
Python

NORTHTEKDevs / genome

Auditable memory layer for AI agents: zero-LLM-call local ingest (~10ms/msg, air-gapped), matches Mem0 on accuracy at ~1000x lower ingest cost, bi-temporal belief-state, MCP server. Honest LoCoMo/LongMemEval benchmarks. Open source (Apache-2.0).

python retrieval mcp benchmarks ai-agents locomo rag local-first llm ai-memory model-context-protocol mcp-server agent-memory longmemeval mem0-alternative

Updated Sep 4, 2026
Python

atw4757-byte / archon-memory-core

The only agent memory that gets better over time. Nightly consolidation, active forgetting, salience scoring. 9.01/10 on AMB benchmark. Local-first, Apache 2.0.

Updated Apr 22, 2026
Python

donggyun112 / keymem

The associative memory layer for LLM agents — recall by association, not just similarity.

memory mcp knowledge-graph associative-memory long-term-memory llm ai-memory model-context-protocol mcp-server agent-memory mem0-alternative

Updated Sep 20, 2026
TypeScript

samad001z / Norn

Persistent, local-first memory for AI coding agents. Give Claude Code and Cursor memory across sessions over MCP — and see and edit exactly what your AI remembers. Open source, no API key, no cloud.

typescript memory sqlite mcp embeddings developer-tools cursor ai-agents claude rag local-first llm-memory ai-memory ai-coding model-context-protocol mcp-server agent-memory claude-code mem0-alternative

Updated Jul 16, 2026
JavaScript

usefolklore / folklore

A decentralized cooperative memory & research layer for AI agents — collectively and cooperatively learning and advancing as a community.

Updated Sep 10, 2026
TypeScript

savioruz / memayu

Lightweight, self-hosted-first AI agent memory engine in Rust single binary.

rust memory mcp self-hosted ai-agents rag vector-search ai-agent llm agent-memory mem0-alternative

Updated Aug 26, 2026
Rust

yurvon-screamo / smos

Semantic Memory OS — universal OpenAI-compatible memory proxy for AI agents. Native Rust, ort+ONNX NLI, SurrealDB embedded.

Updated Aug 5, 2026
Rust

smartfind / loop-memory

Local-first, agent-agnostic memory system that closes the agent loop on any AI agent. Watches any agent's transcript directory on disk and distils long sessions into a curated wiki that re-injects into the next turn. Out of the box: hooks for Codex / Claude / Hermes / OpenClaw; SDK + generic watcher CLI for the rest.

python agent memory hermes codex human-in-the-loop claude continuous-learning long-term-memory rag local-first ai-agent long-context agentic openclaw mem0-alternative agent-loop letta-alternative

Updated Sep 20, 2026
Python

qq1009128320-dotcom / memory-engine

四层记忆引擎 (Memory Engine) — 让 Agent 越用越聪明

python enterprise memory sqlite mcp knowledge-graph memory-engine faiss rag vector-search ai-agent llm-agent mcp-server agent-memory mem0-alternative

Updated Jul 20, 2026
Python

chinesewebman / mnelo

Local-first knowledge-graph memory layer for AI agents — what Mem0 charges for: 4-way RRF + L2 maintenance + bilingual classifier, one local SQLite. usearch f16 runs it on $10/year VPS.

ai memory sqlite mcp knowledge-graph hermes bilingual rag local-first ai-agent bge-embeddings sqlite-vec agent-memory mem0-alternative

Updated Sep 11, 2026
Python

smara-io / api

Memory API for AI agents — semantic search, Ebbinghaus decay scoring, knowledge graphs, MCP native. Drop-in mem0/Zep alternative. $19/mo vs $249+.

Updated May 7, 2026
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