AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| MemoryBear MemoryBear Equip AI with human-like memory capability | Python | 6.9k | - |
| Memory Gateway Local-first context engineering layer for AI agents with feedback capture and failure pattern blocking. | — | - | - |
| memory-hub MemoryHub: Kubernetes-native agent memory component for OpenShift AI | Python | 21 | - |
| MemoryLayer Local-first persistent memory for AI agents, with reasoning and formal verification. | TypeScript | - | - |
| Memory MCP Persistent memory and conversation search across multiple AI coding assistants. | — | 0 | - |
| Memory-Palace Memory Palace is a long-term memory operating system purpose-built for AI Agents. | Python | 314 | - |
| MemoryPlugin Give every AI you use one shared, permanent memory. Store once, recall in whichever AI you open. | — | - | - |
| Memory-Plus 🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them. | Python | 56 | - |
| MemoryRouter Persistent AI memory shared across Claude, ChatGPT, coding agents, and compatible MCP clients. | — | - | - |
| memory-shell-mcp This repository is designed to automate the detection and cleanup of in-memory web shells using MCP in combination with the memory-shell-detector tool. / 本仓库旨在结合 MCP 与 memory-shell-detector 工具，实现对内存 WebShell（内存马）的自动化检测与清除。 | Python | 27 | - |
| MemorySync Persistent memory for AI agents. Search and store durable facts, preferences and decisions. | — | - | - |
| memory-trigger AI 恋爱 · 人机恋 · AI 伴侣记忆引擎 —— 让你的Ai/Agent 永不失忆 | Python | 42 | - |
| MemoTrader MCP Server AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits by replying. | TypeScript | - | - |
| Mempalace Local-first memory palace for AI assistants with structured memories, knowledge graphs, and diary entries. | — | 55 | - |
| mempalace-evolve Self-evolving memory palace for AI agents — persistent memory with automatic learning, knowledge graph, and multi-agent support | Python | 254 | - |
| MemQ Team Sync Shared project memory that keeps teammates and AI agents aligned across sessions. | — | - | - |
| Memroam Portable AI memory that roams with you across models and harnesses - plain markdown you own. | TypeScript | - | - |
| memsprout shared AI-context layer for teams — persistent memory your agents search and update over MCP | — | - | - |
| memvid-mcp-server MCP Server for Memvid | TypeScript | - | - |
| Mencoro Track how your brand appears in AI answers: rank, mentions, sentiment, share of voice. | TypeScript | - | - |
| mendeley-mcp MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients | Python | 38 | - |
| Meniscus Liquid glass design system for AI agents: specs, recipes and reference renders for every platform. | — | - | - |
| MentionAgent Link building outreach from your agent: review drafts, send the batch, answer publisher replies. | — | - | - |
| MentionedOn Discovery Evidence Tools Assess AI-discovery readiness, plan visibility fixes, and summarize scan evidence. Read-only. | — | - | - |
| MenuFresh The brain for restaurant costs, pricing, and true profit (read/edit menu, recipes, costs). | — | - | - |