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MCP servers tagged memory
1.1K live MCP servers tagged "memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with memory.
Claude Config Studio
MCP Server for managing Claude Code configuration with luoshu (洛书) cross-session intelligent memory
Doramagic Agent Memory MCP Pack
Agent Memory MCP AI context pack for Claude Code, Codex, Cursor, and Aider: AGENTS.md, CLAUDE.md, prompts, evals, pitfalls, and verification notes for Rumblingb/agent-memory-mcp.
Ctxdb
A context database for LLMs: structured storage and hybrid retrieval (BM25 + vectors, RRF-fused, token-budgeted) over SQLite, exposed to Claude as an MCP server
Ghcp Mem
Persistent, privacy-first session memory for GitHub Copilot - zero-deps VS Code extension with hybrid search and MCP server.
Memoire Cinetique
Mémoire Cinétique — couche mémoire persistante locale (Mem0 + Ollama + MCP)
Cc Memory
Persistent memory bank for Claude Code via MCP. Auto-captures decisions, file changes, tasks, and learnings across sessions. SQLite + FTS5 search.
Claude Mem Copilot
VS Code Copilot MCP server and hooks for Claude-Mem project memory
Productagent Evalbench
A local and optional-real-provider Agent evaluation bench for RAG, Memory, Skills, MCP-style tools, tracing, model benchmarking, and cost-controlled evaluation.
Claude Memo
Persistent engineering memory for Claude Code — semantic search, automatic capture, Obsidian vault
Xmemo Gemini CLI
XMemo — user-owned long-term memory for AI agents, as a Gemini CLI extension (remote MCP over OAuth).
Elder Brain
Self-hosted collective memory plane for AI agents — MCP-over-HTTP, canonical scope routing, machine heartbeats and Omarchy observability
Khwan Client Ts
Khwan TypeScript client (npm)
Sint Historian MCP
Cross-session work analyst for SINT: session stats, project timelines, pattern search, drift detection, work reports. Integrates with sint-memory.
Dsh Bot
Resident agent entity for DeepSeek Harness: bots that live outside any session, with file-based memory you can open and edit, a task queue, an approval gate, and an optional backg…
Taskonward Docs
Keep long ChatGPT projects going across new chats without re-explaining everything.
Macpulse
A system monitor that lives in the MacBook notch and measures memory compressor churn — the lag signal no other monitor shows
Xavier
Xavier — Rust vector memory & knowledge graph for AI agents (HTTP/CLI/MCP). Powers SWAL communal context
Nexus Agi
Keep your AI agent from repeating a costly mistake. Shared memory for Claude, ChatGPT, Cursor and any MCP agent (remote MCP server, OAuth).
Lm Pocket
Longitudinal Memory Pocket — your AI memory, physically yours. Local-first, model-agnostic, open format, MCP.
Vetka MCP Full
Complete MCP server with all modules - memory, orchestration, search, agents
Memorygraph
Entity-anchored, vector-searchable, salience-weighted graph memory MCP server for Claude Code. Local-first, privacy-first, zero-cloud.
Reconstruct
The continuity layer for AI systems. DTCM engine + MCP server + REST API. Store from Claude, retrieve from ChatGPT, reconstruct from Cursor — same memory, same device.
Khwan Chat
Reference chat app built on the Khwan loop — prepare → your model → record, with the answer-gate wired in
Mempalace Explore
Obsidian-style graph explorer for your MemPalace — wings, rooms, drawers, tunnels, and the knowledge graph, live in WebGL
Mindmory
Local-first, evidence-backed memory daemon for MCP-capable AI Agents
Blueocean Vector
Shared, persistent vector memory over MCP — give Claude Code, Cursor, Codex, and other agents a common long-term memory backed by Qdrant.
Memory MCP
This is a memory MCP server for the desktop extension, designed to run locally on your machine.
Recall
Zero-dependency MCP server for cross-session memory recall in Claude Code (lexical search/list/get).
Piia Engram
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Local Brain
Local-first, cognitive persistent memory & knowledge graph for AI coding agents via Model Context Protocol (MCP)
Piia Engram
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Knowsme
One memory for you and your AI agents: ChatGPT, Claude, Gemini, Grok, Codex, Cursor, OpenCode and any AI agent that speaks MCP.
Better Memory MCP
Enhanced MCP memory server with advanced graph operations: observation-level search, relation filtering, neighbor traversal, subgraph extraction, and path finding. Fork of @modelc…
Claude Memory MCP
MCP server that gives Claude persistent memory across sessions — reduces token usage by 70% by injecting only relevant context instead of full history.
MemoryMesh
Production-grade persistent memory server for AI agents. MCP-compatible (Claude Code, Cursor). Four memory types (episodic/semantic/procedural/preference), hybrid vector retrieval…
Memory MCP
MCP server over the fleet markdown-memory store: read + careful-write of memories as typed tools
MemWhale
Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and serves them over MCP.
Lucid Mem
Autonomous, dreamy, git-backed memory for AI coding agents.
Merestone
Stable addresses for durable project memory: an MCP server whose records are addressed by codes that are never renamed or reused, and whose references are re-checked by a gate. Na…
Claude Code Skills
A collection of skills for Claude Code that extend AI agent capabilities with persistent memory, specialized tools, and reusable workflows
.github
AI OS that extends Claude Code, Gemini CLI, Codex, Qwen — adding persistent memory, 30+ skills, and personal calibration. Plain Markdown. Local-first. Yours forever.
Agent Memory
AI-powered memory system for agents. Provides persistent, context-aware memory storage with MCP integration for LLM applications.
Unified Fl Backend
FedCtx — Federated Semantic Infrastructure: HNSW + Graph + Audit + Memory + gRPC + REST + MCP
Skills
Collection of Codex skills
Localmind
AI destekli yerel hafıza sistemi — MCP entegrasyonu, semantik arama, web dashboard
Mmcp
WIP - MMCP - A MCP to offer AIs great memory capabilities.
Neuralcore
A borderless, persistent knowledge graph built for AI agents. You think, explore, create — Synapse remembers. Every contribution earns reputation. Every idea connects. The graph g…
Lucy Apresentacao
Interactive presentation of Lucy — a personal agentic AI platform focused on agents, memory, tools, MCP and human-AI collaboration.
Mempalace
The highest-scoring AI memory system ever benchmarked. Free and open source. Built on palace architecture, AAAK compression, and local-first design.
MacPulse
A system monitor that lives in the MacBook notch and measures memory compressor churn — the lag signal no other monitor shows