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MCP servers tagged ai-memory
582 live MCP servers tagged "ai-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-memory.
Vilix MCP Cross AI Memory
Vilix AI: shared memory for Claude, Codex, Cursor, OpenClaw, Hermes and other MCP-compatible AI tools.
Neuromem Agents
NeuroMem is a memory middleware layer that sits between your client and an upstream model. It retrieves session-scoped memories, injects them as structured context, stores the new…
Oghma
Persistent memory for AI coding assistants. Mines transcripts, deduplicates, makes them searchable.
Cachly Kotlin
Official Kotlin SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Cachly Swift
Official Swift SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Cachly Python
Official Python SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
GithubCopilotCLI VectorMemoryMCP
Give GitHub Copilot CLI persistent long-term memory via local semantic vector search. Just npx and go. All data stays local.
Memfabric
Self-organizing agent memory. No embeddings, no vector DB.
Usecortex MCP
UseCortex MCP Server — Give your AI coding agent a persistent memory. Read and write knowledge from any tool.
Sovereign Stack
MCP server for AI memory, governance, and continuity across session-death. A self-verifying chronicle: honest on write, on read, on reach, and about itself — a failed write can't…
Aim CLI
One context layer for every AI coding assistant — unified memory, tasks, docs & rules for Claude Code, Cursor, Windsurf, Copilot, Gemini & MCP, from a single source of truth. Zero…
Valence
Local-first epistemic knowledge substrate for AI agents — provenance, contention, stigmergic refinement, MCP-native
Mollygraph
Embedded local-first graph and vector memory for AI agents, with Ladybug storage, GLiNER2 extraction, and MCP/API/SDK access.
MemPalace ZH FlexEmbed
A MemPalace fork with flexible self-hosted embeddings, transcript-aware long-chat mining, stronger Chinese support, and stdio MCP integration for local AI clients.
Cachly Rust
Official Rust SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Personal Brain
纯本地、面向新手的 AI 跨窗口个人记忆库：Markdown Wiki、可选全文检索与 MCP。
Apertomemory
Portable, client-side-encrypted, user-owned AI memory, open format, reference implementation, IETF I-D
Unified Mem
Cross-repo evolving memory for Claude Code notes that learn from outcomes, self-invalidate on code change, and show their work on a live dashboard
Cognitive Vault
Local-first AI memory layer with end-to-end encrypted cloud backup
Containers
A portable "brain in a box" for AI coding agents: persistent file-based memory + self-reported capabilities + a machine-enforced close ritual + field-tested learning — surviving s…
Tencentdb Offload
Hermes Agent ContextEngine plugin — multi-layer context compression via TencentDB Gateway offload V2 API. Feature-complete alignment with official OpenClaw implementation.
Mnemoverse Vscode
Mnemoverse Agent Memory for VS Code and Cursor: persistent memory for your coding agent that learns from outcomes, with shared rooms. Browser sign-in, no key to paste. MIT.
DAMN Prototype
Decentralized AI Memory Network (DAMN) — a persistent learning and memory-sharing infrastructure for autonomous agents. Blockchain + IPFS-based memory layer enabling cross-agent e…
Aura Mnemos
A persistent-memory MCP server for AI agents, with an honest health endpoint that survives its store dying.
Setree Rag
An RAG algorithm that injects an overall view of the user as context while not disregarding details.
Ewp
Store-neutral protocol for what an agent is entitled to treat as warranted. Five axes — acceptance, conflict, verification, currency, sufficiency — over a bounded evidence view. M…
SpikeBridge
Local-first MCP multi-agent workbench: dual Codex accounts, web quota cards, Experience Memory, token analytics, remote Mac worker and Safe-Boot.
Reattend MCP
Persistent memory for Claude, Cursor, and any AI assistant. MCP server that connects your meetings, Slack, Gmail, and notes to every AI tool you use.
Munin MCP
Turn any AI into your AI — a private local memory + context firewall for Claude, Cursor & any MCP client. Mac app + open-source engine.
Hermes Memory Wiki Kit
Портируемая Markdown-память для Hermes Agent: wiki, capture, maintenance, autopilot и optional MCP
Cachly Go
Official Go SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Cachly Java
Official Java SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
M8m
AI memory observability, provenance & security
Context Bank
Context infrastructure for LLMs — portable memory, model switching, skills & governance. Switch GPT ↔ Claude ↔ Gemini; your context stays. npm: @losi-ai/*
Petty Memory
One memory for you and every AI you use. Local-first links, notes, files and decisions, shared with Claude, Codex and any MCP client.
AI Memory System
Persistent long-term memory, knowledge base and session tracking system for AI apps
ClawGuard
AI Agent Memory — Fewer prompts, smarter decisions. Remembers your trust decisions across Claude Code, Codex & MCP. Free & open source.
Cachly Dotnet
Official .NET SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Mem Fusion
Memory fusion for Claude Code — across sessions, cognitive layers, and machines. Personal memory today; group memory via the bundled Constellation extension in v0.3.0.
Awesome Personal Agents
A curated list of open-source and commercial personal AI agents for life and work, with a selection guide comparing memory, autonomy, privacy, integrations, deployment, and costs.
Mnemosis
像人脑一样记事的 AI 记忆层：会记住、会遗忘、会整理、会自我怀疑。零依赖，支持 MCP。
Coremem
Git-diffable memory for AI agents — six-layer architecture, plain-text source of truth, Obsidian graph projection. MIT.
Context Grove
Git-backed shared project knowledge for humans and AI agents via MCP. / Conhecimento compartilhado de projetos, versionado no Git para pessoas e agentes de IA via MCP.
Open Why
Local-first decision memory for AI coding agents. Rust library, CLI and MCP server for retrieving rationale from Git, ADRs and documents with source evidence and history.
Mem0 MCP Selfhosted
Host a complete memory server using mem0 with Qdrant, Neo4j, and Ollama for powerful memory management and LLM integration with Claude or Ollama.
Statelessagent
🧠 Provide local-first persistent memory for AI coding workflows, indexing notes to deliver relevant context in new sessions.
Engram
MCP memory server for Claude Code, Cursor and AI agents - Rust local-first AI memory with hybrid search, SQLite, knowledge graph and Python/TypeScript SDKs
Memfix
The memory layer that can be corrected: provenance-first agent memory with a real corrections API and a one-command junk audit.
Server
MCP server for MemoryPlugin: long-term memory shared across ChatGPT, Claude, Gemini, and 21+ AI tools
Memory MCP
Memory for your AI agents. Remote MCP (Model Context Protocol) server for storing, retrieving, and semantically searching "memories" on behalf of AI agents