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MCP servers tagged agent-memory
808 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.
Mainframe
Help coding agents work more safely and reliably in native shells. Open-source tools, policy checks, and durable project memory for macOS and Linux. Bash 4.4+ runtime; agent and M…
Lethe
The best-benchmarked open-source AI memory system and the first AI memory built to forget.
Agent Workspace Architecture
Agent-ready knowledge architecture, run daily in Claude Code: turn a coding agent into a system you can hand work to and trust while you're away. 18 load-bearing patterns, one-pag…
Memory Cloud
Adaptive memory for AI agents & teams — beyond RAG. Self-hosted MCP server that gets smarter every time you search: hybrid search + a neural memory graph that learns. Works with C…
Claude Code Project Brain
Persistent, navigable memory for Claude Code — stop re-explaining your projects to the AI every session.
Atmem
Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works with OpenClaw, MCP, Pydantic AI, and Lan…
Relay
MCP server with 40 tools for AI agents. Memory, web fetch, search, file ops, screenshots, and multi-agent coordination in one Go binary.
Muster
The AI agent harness you can audit: token-waste ledger, leak-proof scoped memory, eval-gated learning, 20+ LLM providers (Claude, OpenAI, Ollama, Grok, Kimi). TypeScript, MIT.
Cortex
A local, SQLite-backed memory and project-ops layer for coding agents (Claude Code, Codex).
Lint AI
Persistent memory layer for AI coding agents — current-state retrieval that knows what is still true. Claude Code, Codex, Gemini CLI.
Starlight Intelligence System
One shared brain for your whole AI fleet: attested memory, orchestration, governance and evals across Claude Code, Codex, Cursor, Gemini, Antigravity.
MoltGrid
Open-source infrastructure for autonomous AI agents. Memory, messaging, task queues, and marketplace in one API.
Membrick
Persistent memory layer for AI coding agents — current-state retrieval that knows what is still true. Claude Code, Codex, Gemini CLI.
CLI
A local context graph for AI coding agents.
Praxos
MCP-powered memory, policy, and experience layer for safer AI agents.
Neo Agent Brain
Point a cross-model AI engineering team at your own codebases. The Agent OS keeps named AI maintainers' identity, memory and review across labs alive between sessions — the Brain…
Melra
The open-source autonomy kernel MELRA — Modular Execution Layer for Reliable Autonomy. An agent-independent effect runtime for governed, durable, and verifiable autonomous executi…
MonkeyLLM
Knowledge engine for AI agents: your documents become a git-versioned markdown knowledge graph the agent navigates over MCP. Curated summaries, typed edges, cited answers, SQL ove…
Sigil
Persistent memory for AI coding agents. Local-first. MCP-native. Auto-captured from Claude Code, shared with Cursor, Codex, and any MCP client. Your agents don't remember what you…
Birkin Mnemosyne
Zero-dependency memory palace + safe model-agnostic curation for LLM agents (extracted from Birkin)
Jarvis Os
A memory hub and curated skill set for Claude Code — persistent memory that loads from any directory, plus a guided local setup.
Imprint
💡imprint turns coding corrections into durable, portable markdown rules that AI agents recall before every edit. Go CLI + MCP for Cursor and other editors; built-in Shelves indexe…
AI SDK
Hosted AI agent memory that learns from outcomes, with shared rooms, for the Vercel AI SDK (ai 5, 6 and 7): the @mnemoverse/mcp-memory-server tools, run in process
Widemem AI
Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization
Specmem
SpecMem: 🧠 Unified Agent Experience and Cognitive Memory for Every Coding Agent
Skalex
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
Dreamgraph
An autonomous cognitive layer for software systems. It discovers, verifies, and resolves system-level insights through structured "dream cycles" via MCP.
Altk Evolve
Self improving agents through iterations
Rasputin Memory
The ultimate memory backend for OpenClaw and Claude Code. Persistent conversation memory with LLM fact extraction, foundation-model reranking, and 77.7% LoCoMo accuracy. MCP nativ…
Memclaw
Persistent project memory for AI coding agents — isolated workspaces per project, web dashboard to review what your agent remembers, team collaboration. Free to use.
markmhendrickson/neotoma
client memory across Claude, Cursor, ChatGPT, and OpenClaw. [Website](https://neotoma.io)
Muse Brain
Relational memory substrate for AI agents with MCP tools, identity continuity, and self-hosted persistence.
XMem
Xmem is a India's First multi-modal, multi-agentic long‑term memory layer for AI agents.
TrueMemory
A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.
Yantrikdb
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Pytho…
STiFLeR7/memex
mcp`. MIT licensed.
Superbrain
Session memory for Claude Code. Auto-captures every session into a plain Obsidian markdown vault. Zero config. MIT. macOS + Linux.
LLM Wiki Memory
Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki with on-device embeddings and an MCP serve…
Remem
Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLCipher, auditable recall for long-running coding work.
Brigade
One local source for the MCP servers, tools, and memory your AI coding agents share, synced into each tool's native config with a review gate and a receipt for every change. No da…
Agent Coherence
The data integrity layer that stops AI agents from silently corrupting shared state — across sessions, time, and concurrent runs.
AI Brain Starter
The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs, pattern recognition — one install, every session compounds.
Autograph
Typed memory layer for always-on agents (Claude Code, OpenClaw, Hermes, Codex). Schema-as-code for any Obsidian vault: decay engine, health scoring, link repair, MOC generation.
Activity Frames
Episodic memory for AI agents. Records your screen locally, compiles it into structured activity frames, serves them over MCP. No cloud, no LLM in the loop.
Personal Model
Local-first macOS Runtime that turns cross-app activity into an inspectable personal model for MCP agents.
Kglite
Embedded Cypher knowledge graph for Python and Rust. Bundled MCP server, describe() schema, and code-graph parser for LLM agents.
Troth
An AI partner whose memory lives on your machine, not in a vendor account. Swap the model, keep the mind.
Dm Lite
Memory for Hermes, Codex, Claude Code, OpenCode, Devin, and any MCP agent. daimon-memory v2: one binary, local or remote server, hybrid keyword+vector recall, bitemporal, multiten…
Vault Agent Memory
Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.
Distill Kura
蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.