Sandbox
29 repos for β€œmcp-memory” Β· ResearchClear

πŸ”₯πŸ–₯️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations.

155

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

1.9k
ZengLiangYi/
ChatCrystal

Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag graph, MCP memory.

58
sachitrafa/
YourMemory

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

267
MemPalace/
mempalace

The best-benchmarked open-source AI memory system. And it's free.

59k
TokenRhythm/
opensquilla

OpenSquilla β€” Token-Efficient AI Agent with same budget, higher intelligence density

7k

SimpleMem: Efficient Lifelong Memory for LLM Agents β€” Text & Multimodal

3.8k
sandst1/
remind
sandst1/remindConnectors

A memory layer for AI Agents

83
campfirein/
byterover-cli

ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)

5k
0xNyk/
awesome-hermes-agent

Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.

5.6k
FlowElement-xinliuyuansu/
m_flow

A bio-inspired cognitive memory engine β€” a new paradigm for Graph RAG.

4.5k
FreePeak/
LeanKG
FreePeak/LeanKGConnectors

LeanKG: Stop Burning Tokens. Start Coding Lean.

217
NateBJones-Projects/OB1Frameworks & SDKs

Open Brain β€” The infrastructure layer for your thinking. One database, one AI gateway, one chat channel β€” any AI plugs in. No middleware, no SaaS.

4.6k
markhuangai/
dense-mem

Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and pgvector

39

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

1.4k

An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file β€” your agent's memory, anywhere.

125
RichSchefren/
atlas

Open-source local-first cognitive memory. AGM-compliant belief revision (49/49 postulates). When a fact changes, downstream beliefs are automatically re-evaluated, not just flagged.

80

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

1.4k
MaxFreedomPollard/
Compartment

Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.

586
yantrikos/
yantrikdb-server

Cognitive memory database for AI agents β€” consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Apache-2.0, ships as library / MCP server / HTTP cluster.

172
alibaizhanov/
mengram

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

194

The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.

378