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plastic-labs
honcho-ai

Memory library for building stateful agents

2.4M 3K 367
Battam1111
myco

Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.

17K 60 8
roampal-ai
roampal

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.

10K 43 7
cdeust
neuro-cortex-memory

Persistent memory for Claude Code — 41 neuroscience papers, 20 biological mechanisms. 97.8% R@10 LongMemEval | 92.6% R@10 LoCoMo | +33.4% BEAM-10M over flat retrieval (0.471 vs 0.353). Stage-Aware Context Assembly. PostgreSQL + pgvector.

10K 26 8
vektori-ai
vektori

Memory that remembers the story not just the facts. Three layer sentence graph for AI agents -> Facts, Episodes, raw Sentences. One DB. Zero config.

9K 114 9
lucidrains
titans-pytorch

Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch

7K 2K 205
MemTensor
memoryos

AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution.

5K 9K 793
memodb-io
memobase

User Profile-Based Long-Term Memory for AI Chatbot Applications.

5K 3K 209
cipher813
mnemon-memory

Self-hosted long-term memory for AI agents via MCP. One vault across Claude Code, Cursor, claude.ai, and Claude Desktop. OAuth 2.1 + PKCE + DCR, no third-party auth vendor.

4K 0 0
Nitin-Gupta1109
engram-search

High-recall conversational memory retrieval. 98% R@5 on LongMemEval, 94% on LoCoMo — no LLM required. Local-first, cloud-ready.

3K 3 0
doobidoo
mcp-memory-service-lite

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

3K 2K 269
masondelan
selvedge

Change tracking for AI-era codebases

3K 5 0
FlowElement-ai
mflow-ai

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

2K 2K 245
huss-mo
groundmemory

Persistent identity and memory across AI tools - mcp-native, local-first, framework-agnostic, production-ready.

2K 3 1
johnvonneumann36
cognitiveos

Local-first cognitive memory runtime for AI agents

2K 5 0
joshuaswarren
remnic-hermes

Local-first memory plugin for AI agents including OpenClaw, Hermes, Codex, Claude Code and more. LLM-powered extraction, plain markdown storage, hybrid search via QMD. Gives agents persistent long-term memory across conversations.

2K 69 11
sachinsharma9780
memweave

Agentic memory you can read, search, and git diff

2K 28 1
buildingjoshbetter
truememory

A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.

2K 33 5
mrkhachaturov
hindclaw-extension

Hindclaw access control extensions for Hindsight API

2K 14 1
emanuilo
memclaw

A lightweight, local-first personal memory assistant powered by AI

1K 20 0
selfmemory
selfmemory

Let your memories live forever by passing your knowledge to the next generation with SelfMemory.

1K 31 1
mohith-das
wikimcp

Git-backed multi-user wiki MCP server — long-term memory for any AI. Inspired by Karpathy's LLM Wiki pattern.

1K 2 0
AutismAccelerator
bubble-memory

Event Sourcing based belief formation system for long-term AI agent memory

1K 0 0
recallrai
recallrai

Official Python SDK for RecallrAI – a revolutionary contextual memory system that enables AI assistants to form meaningful connections between conversations, just like human memory.

917 2 1
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