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mcp-memory-server
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mcp-memory-server

Active·★ 27·MIT·Updated 2026-10-21

Mnemoverse is a hosted memory server for AI agents, designed to learn from interactions and manage context across multiple AI tools. It offers persistent memory that improves with use, allowing agents to retain information across sessions, projects, and platforms without re-explaining context.

#AI Memory#Context Management#Agent Tooling#MCP Protocol#API Integration#Hosted Service#Memory Retrieval
$ Install
$ claude mcp add mnemoverse -e MNEMOVERSE_API_KEY=mk_live_YOUR_KEY -e MNEMOVERSE_API_URL=https://core.mnemoverse.com/api/v1 -- npx -y @mnemoverse/mcp-memory-server@latest
↗ Visit site★ GitHub
01

Features

01Store memories (insights, preferences, lessons learned)
02Search memories by natural language query
03Rate memories as helpful or not to improve future recall
04Delete specific memories or wipe entire memory domains
02

Compatibility

Claude Code
AI Client
Verified via docs
Cursor
IDE Integration
Verified via docs
VS Code
IDE Integration
Verified via docs
JetBrains AI Assistant
IDE Integration
Verified via docs
Python SDK
Language SDK
Verified via docs
REST API
API Interface
Verified via docs
03

Quick start

1
$ claude mcp add mnemoverse -e MNEMOVERSE_API_KEY=mk_live_YOUR_KEY -e MNEMOVERSE_API_URL=https://core.mnemoverse.com/api/v1 -- npx -y @mnemoverse/mcp-memory-server@latest
04

Use cases

↳Remember user preferences (e.g., dark mode, preferred frameworks)
↳Store project context (e.g., tech stack, deployment strategy)
↳Record lessons learned and past mistakes for future reference
↳Track decisions made during development or planning
05

Alternatives

⚡Top VS:
VSclarilayer★82→VSremnic★228→VSmemo★24→VSGoodMemory★20→
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clarilayer★ 82
Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).
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remnic★ 228
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
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memo★ 24
Your coding agent starts every session with amnesia — memo fixes that, 100% on your machine. Persistent memory for Claude Code, Codex, Cursor & any MCP client: Markdown source of truth, hybrid search (MLX/CPU + sqlite-vec), time-machine, contradiction radar, nightly self-optimization. No cloud, no keys.
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GoodMemory★ 20
Local-first, auditable memory layer for AI apps and coding agents — Codex, Claude Code, MCP, HTTP, TypeScript, and Python.
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engram-mcp★ 18
MCP server in Rust for AI agent persistent memory: branch-aware session handoffs, local ONNX embeddings, SQLite-backed semantic search.
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mind-mem★ 18
Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure.
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mnemo★ 12
Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.
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mcp-memory-service★ 2.0k
Stop re-explaining your project to AI every session. Automatic context memory for Claude, VS Code, Cursor, and 13+ AI tools.
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On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
mnemoverse /
mcp-memory-server
↗

Hosted memory for AI agents that learns and forgets — feedback reranks what helps, recall fades by recency. One key across Claude, Cursor, VS Code & ChatGPT. Official MCP Registry.

27MIT
Last commit2d ago
StatusActive
CategoryMemory & Context
Links
Documentation↗Discussion↗Issues↗Releases↗
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