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MCP servers tagged persistent-memory
70 live MCP servers tagged "persistent-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with persistent-memory.
Persistent AI Memory
A persistent local memory for AI, LLMs, or Copilot in VS Code.
pi22by7/In-Memoria
Persistent Intelligence Infrastructure for AI Agents
Roampal Core
Outcome-based memory for Claude Code and OpenCode
Ouroboros
Ouroboros — self-creating AI agent. Born Feb 16, 2026.
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…
Mem0 Server MCP
🧠 Deploy a self-hosted MCP server for AI, offering persistent memory, robust security, and easy setup with Docker Compose.
Open Claude Tag
Self-hostable channel-native AI teammate for Slack. Open source alternative to Claude Tag. LLM-agnostic.
Ori Mnemos
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
Omem
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server.
Octopoda OS
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.
Roampal
Memory that learns what works.
Superlocalmemory
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCo…
Yantrikdb Server
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTT…
Mnemon
LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with Claude Code, OpenClaw, and any CLI agent.
Marm Memory
Self-hosted, local-first MCP memory server for AI agents. Fast recall at 10k memories, hybrid semantic + exact-syntax search (RAG), code & concept knowledge graphs (158 languages)…
AgentRecall X
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
Sugar
Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.
Vmlx
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
Ogham MCP
Shared memory MCP server — persistent, searchable, cross-client
Soul
Soul: The Persistent Memory Layer for Multi-Agent Systems. High-performance session orchestration with SQLite-based KV-Cache for MCP. Give your AI agents a soul that never forgets.
DomDemetz/claude-soul
starter`
Anda Brain
🧠 A native graph-based memory system for autonomous AI agents, featuring bio-inspired sleep-based memory consolidation and powered by KIP & AndaDB.
Claude Teams Brain
Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.
Specmem
SpecMem - TRUE Semantic Memory for Claude Code - Runs locally - Remembers your code base - Per-project isolation, semantic search, team coordination. https://justcalljon.pro
Awareness Local
Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid se…
Claude Total Memory
Persistent memory MCP server for Claude Code & Codex CLI — self-improving agent with 4-tier search, 20 tools
cdeust/Cortex
coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex`
Total Agent Memory
Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, multi-representation embeddings, 3D WebGL ▎ visualization. LongMemEval R@5=97.45%. Self-hosted, O…
Ori CLI
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
20alexl/claude-engram
edit warnings, context compaction survival. Runs locally with Ollama.
Aries CLI
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
Yantrikdb
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Pytho…
STiFLeR7/memex
mcp`. MIT licensed.
Its Over 9k
Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.
Memem
A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in your Obsidian vault, searches them with SQLite FTS5, and min…
Homelab Agent
Reference build for a self-hosted AI platform — persistent context, multi-agent workflows, and purpose-built agents on your own hardware
Everything Gemini
Your AI remembers your project across sessions and tools. Local-first MCP runtime with persistent memory, shared workflows, and plug-and-play integration.
EGC
Your AI remembers your project across sessions and tools. Local-first MCP runtime with persistent memory, shared workflows, and plug-and-play integration.
Remem
Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLCipher, auditable recall for long-running coding work.
Troth
An AI partner whose memory lives on your machine, not in a vendor account. Swap the model, keep the mind.
Devkit MCP Server
DevKit MCP Server + Jarwis AI Companion System - 160+ tools for full-stack development via Claude Desktop. Includes persistent memory, connector orchestration (Playwright, Windows…
Iranti
Memory infrastructure for multi-agent AI systems
Contextgit
Persistent memory layer for AI agent workflows
Zerodb Sequential Thinking
Persistent sequential thinking MCP — chain-of-thought reasoning that survives sessions, resumes across agents, and saves conclusions as plan artifacts. Powered by ZeroDB. Zero-con…
Infernoflow
Persistent memory for AI coding sessions — captures what agents can't infer from code alone. Works with Copilot, Cursor, Claude, and Windsurf.
Thoth Mem
Persistent memory MCP server for AI coding agents
Ainative Memory
Enhanced MCP server-memory with ZeroDB cloud persistence and semantic vector search. Drop-in replacement for @modelcontextprotocol/server-memory that stores your knowledge graph i…
Memory Forge
Forge persistent memories for your AI agent. 9 MCP tools + 5 auto-engines. Powered by Shelby decentralized cloud.
Server Pro
SAIHM production thin-client. Seals client-side via @saihm/client-pro (ML-DSA-65 identity, per-cell AES-256-GCM DEK wrapped under a client KEK, ML-KEM-768 authenticated sharing) a…
Jambavan
Local-first MCP memory and code intelligence that helps coding agents recall repo context, decisions, failures, and review impact.