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MemMachine/MemMachine

MemMachine

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

View on GitHub↗Upstream MemMachine/MemMachine↗

Builder

MemMachine

MemMachine

MemMachine • individual

Stars

3,099

Using upstream star count

Forks

180

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Aug 15, 2025

Project creation date

README Summary

*Stop building stateless agents. Give your AI persistent memory with just 5 lines of code.*

Community Evaluation

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AI Dev Skills

Unmapped

Agent Memory SystemsAgent PersistenceAI Agent ArchitectureAutonomous System DesignMemory Retrieval SystemsState ManagementVector Database Management

Tags

Agent Memory SystemsAgent PersistenceAI Agent ArchitectureAutonomous System DesignMemory Retrieval SystemsState ManagementVector Database ManagementAI AgentsAPIAWS BedrockAgent MemoryAnthropic / ClaudeAutomationClaudeCrewAIDatabaseDockerForkedHealthcare AILangChainLangGraphLarge Language ModelsLlamaIndexMCPMem0Multi-AgentNo-Code AutomationOllamaOpenAIPythonReinforcement LearningResearch / PapersTypeScriptn8n

Taxonomy

AI Trends

Agentic AIAutonomous AI SystemsPersistent AI MemoryAI Agent Infrastructure

category

AI AgentsFoundation ModelsRAG & RetrievalModel TrainingInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesIndustry: Healthcare

Deployment Context

Self-hostedCloud APIOn-premise

Industries

RoboticsDeveloper ToolsEnterprise AI

Modalities

TextStructured Data

Skill Areas

Agent Memory SystemsAI Agent ArchitectureState ManagementVector Database ManagementMemory Retrieval SystemsAgent PersistenceAutonomous System Design

tag

AI AgentsAPIAWS BedrockAgent MemoryAnthropic / ClaudeAutomationClaudeCrewAIDatabaseDockerForkedHealthcare AILangChainLangGraphLarge Language ModelsLlamaIndexMCPMem0Multi-AgentNo-Code AutomationOllamaOpenAIPythonReinforcement LearningResearch / PapersTypeScriptn8n

Use Cases

AI Agent State PersistenceMulti-session Agent MemoryAutonomous System Memory ManagementAgent Context RetentionCross-interaction Information Storage

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

20

Handle context window size when creating summary in short term memory (#1254)

Shu Wang • Mar 23, 2026

47531c0

[GH-1146] Cap features sent to LLM during semantic ingestion update (#1163)

Oscar Love • Mar 23, 2026

f8f5a9a

[GH-1147] Fix null byte crash in semantic memory ingestion (#1165)

Oscar Love • Mar 18, 2026

de9bacb

Quality

prototype
Quality
medium
Maturity
prototype

Categories

RAG & RetrievalPrimaryInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesIndustry: HealthcareFoundation ModelsAI AgentsModel TrainingHealthcare & BiologySearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityDeveloper PlatformAI-Native Architecture

Languages

Python100.0%

Timeline

Project created
Aug 15, 2025
Forked
Mar 23, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 23, 2026

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