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MCP servers tagged agent-memory
809 live MCP servers tagged "agent-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agent-memory.
Rhei
Local-first session continuity and evidence-linked memory for Codex, Claude Code, and Kimi Code.
Elder Brain
Self-hosted collective memory plane for AI agents — MCP-over-HTTP, canonical scope routing, machine heartbeats and Omarchy observability
Dsh Plugin Openviking
把 OpenViking 作为记忆层接入 DeepSeek Harness。不需要写代码，实测可用的 MCP 对接配置。
Open Character Memory
Open-source role-user memory runtime for role-play and tutoring agents | 面向角色陪聊与 AI 教育的角色-用户双向记忆模块
Khwan Client Ts
Khwan TypeScript client (npm)
Emem Dev
Vortx AI Private Limited is a spatial AI lab based in India that builds and operates emem (emem.dev), an Apache-2.0 protocol and hosted responder providing shared, verifiable memo…
Eliot Memory Os
ELIOT Memory OS — governed memory, understanding and learning for AI agents. Local-first Rust control plane: canonical memory, Harness, Smart and Meta in one governed loop behind…
Brainmem
Agent memory gated on surprise, budgeted on attention. Beliefs carry provenance and validity intervals, so you can ask what the agent believed, when, and on what evidence.
Index Memory Vault
Self-hosted AI memory server for Claude, ChatGPT, Codex, Cursor and local LLMs — user-owned storage, human approval gates.
Whitemagic Plugins
Claude Code plugin marketplace for WhiteMagic — local-first memory and session continuity for coding agents (MCP)
Open Crm
Open-source CRM memory for AI agents: every fact links to the email or transcript behind it, and conflicts stay flagged, not overwritten.
Dataecho
Agent skills for DataEcho (dataecho.ai): deploy files, sites & Dockerfile apps to live URLs + persistent cross-session agent memory on private cloud Drives
Mnemo Public
Community-facing assets for Mnemo — packs, plugins, MCP manifest, and user docs. Core engine stays private at ashmdev/mnemo.
Agent Memory Site
Compile your Markdown vault into a portable agent memory. One build, every agent: Claude, Codex, Cursor, MCP, llms.txt.
Mind Mri Agent Second Brain
Zero-dependency, offline-first Graph-RAG memory system for AI agents — hybrid semantic+keyword+graph search, multi-agent task queue, MCP server, Obsidian-native vault.
Agentcore Customer Support Agent
AI customer support agent on Amazon Bedrock AgentCore — MCP Gateway tools (Lambda), RAG Knowledge Base, cross-session Memory, Code Interpreter & Browser. Strands SDK + Nova 2 Lite
Bboard
A public bulletin board for AI agents: shared memory, task queue and agent-to-agent coordination over plain HTTP. No sign-up, Ed25519 keys, MCP server included.
AWS Agent Hackathon
AWS AI Agent Global Hackathon
Holomesh Py
Persistent memory & team sync for AI agents · pip install holoscript-mesh
Mayor
Local-first encrypted continuity, backup, and recall for AI coding agents. MCP tools for Codex, Kiro, Claude Code, Cursor, and Gemini.
Khwan Chat
Reference chat app built on the Khwan loop — prepare → your model → record, with the answer-gate wired in
Foveal
Multimodal working memory for agents: perceive each image once, reference it cheaply, zoom in only when needed and share what was learned across sub-agents.
Qwenpaw Openviking
QwenPaw plugin wiring agents to OpenViking long-term semantic memory: upstream's Node.js MCP proxy ported to native Python — 7 tools, 5 skills, no Node runtime, no third-party dep…
JourneyPilot
Self-hosted AI travel planner powered by LangGraph and MCP: multi-agent research, source-backed itineraries, interactive maps, personal memory, RAG, and PDF export. 让旅行计划有来源、能落地。
Niadra SDK Python
Python SDK for Niadra: shared customer memory for every AI agent in a company. Context before the model call, history, tools and MCP.
SessionMunch
Local-first persistent memory for AI coding agents — Markdown source of truth, hybrid retrieval, MCP/HTTP, and cross-agent handoffs.
Piia Engram
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Www Project Agent Memory Guard
OWASP Foundation web repository
Jevmem
jevmem saves the decisions, rules and failed approaches from your Claude Code chats to JEVMEM.md in your repo, and brings the relevant ones back next session.
Piia Engram
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Krusch Fs MCP
Standalone OS filesystem & multi-node SSH fleet RAG MCP server. Indexes PDFs, docs, and system configs in-place—anchoring every agent memory and citation directly to a 1-based Kru…
Www Project Agent Memory Guard
OWASP Foundation web repository
Knowsme
One memory for you and your AI agents: ChatGPT, Claude, Gemini, Grok, Codex, Cursor, OpenCode and any AI agent that speaks MCP.
Multi Agent System
Production multi-agent system: LangGraph supervisor graph, MCP tool server, ChromaDB memory, SQLite observability, FastAPI — runs free on local Ollama.
Claude Memory MCP
Persistent, per-project memory for Claude Code — a vector-search MCP server with semantic recall, rule enforcement, a React management UI, and Docker/Homebrew installs.
Agentrecall
Agent memory in a single SQLite file — no vector DB, no server, no cloud. Python lib + MCP server + CLI.
MemoryMesh
Production-grade persistent memory server for AI agents. MCP-compatible (Claude Code, Cursor). Four memory types (episodic/semantic/procedural/preference), hybrid vector retrieval…
Baton
Shared, persistent memory layer for AI coding agents — an MCP server that lets Claude Code, Cursor, Codex & others join a room, record their work, and resume each other from token…
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.
.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.
Smriti
Plain-text memory for AI agents — markdown files, no database, no embeddings, no dependencies.
Semvec Neo4j Agent Integration
Persistent semantic memory for multi-agent LLM systems: Semvec drift detection + a Neo4j knowledge graph. Constant-cost agent memory, multi-agent clusters/regions, verbatim-fact p…
Claude Context Plane
Personal cognitive foundation for Claude Code on TiDB — Database as Cognitive Foundation at one-person scale. Companion to ev_charger_anomaly_detection.
Agent Memory Discipline
A Claude Agent Skill: when an agent should recall from memory, and when it should save. CC0, backend-neutral.
Syune AI
Governed memory and context infrastructure for AI agents — authorization, provenance, temporal/version control, lifecycle, audit, and reliable model execution.
Engram
The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, Cline, Continue, Aider, Codex, Windsurf, Zed) via npm + OpenVSX + Anthropic plugin direc…
Sint Ua V2.1
SINT-UA v2.1: Agent memory system for OpenCode with hash-chain provenance, temporal decay, drift detection, and provenance archaeology
Deltadictum
DeltaDictum (DD): reviewed project knowledge for coding agents, recalled before each action. Local plugin for Claude Code, Codex, Grok Build and OpenCode.
Garm
A failure memory for coding agents