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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.
Gomaa
Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian vault integration, hybrid RRF search, knowledge graphs, security gates, and MCP server.
Adk Redis
Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, MCP
Sync Legacy
The agent harness you steer — structured context, automatic staleness gates, and block-by-block review, all bound to your code. Local-first, MCP-native, open source.
Fava Trails
🫛👣 FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, promotion gate, thought lifecycle hooks, memory curation protocols, supersession chains.
Emotion Engine
Agent emotional continuity with PAD state, trust, appraisal, and compact emotion logs.
BuildersGate
Agentic game development for building games with AI Agents. Run one session per seat: art, gameplay, narrative, QA, audio, tech all in 1 spot
Context Diamond
Auditable context capsules for LLM handoffs, coding agents, and OpenCode MCP workflows.
Memtomem
Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.
Knowit
Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Claude Code, Codex, Cursor & every MCP client.
Memorycrystal
Persistent memory for AI agents — OpenClaw plugin + MCP server
My Apple Remembers
A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript comm…
Squish Memory
Local-first memory runtime for AI agents. One command to connect Claude Code, Codex, ChatGPT, MCP workflows, and local agents.
Hive Mind
Persistent institutional shared memory as observable middleware for collaborative AI agents
Caura Build Fleet
A runnable reference implementation of multi-agent constraint propagation using Caura. 5 specialists share memory via MCP so decisions made upstream automatically govern downstrea…
Memini
Give any MCP-capable agent persistent memory: remember/recall over a tiered store with hybrid vector + keyword retrieval. Single Go binary, SQLite or Postgres, embedded admin UI.
Tagmem
Structured local memory storage and retrieval for LLM agents
Uniqent
Any brain, any agent. Package an AI agent's brain — persona, MCP stack, skills, memory, config — into one open, signed bundle and install it into any framework (OpenClaw, Hermes,…
Marvis
The Company Brain your agents install — use your coding agent to run projects and coordinate agents, not just code. Cross-project knowledge graph + immutable audit, self-hosted &…
Remembrane
Local-first memory for AI agents: one SQLite file, zero deps. Recency-aware exact recall, conflict detection, time-travel journal, MCP server.
Oasyce Psyche
AI-first subjectivity kernel for agents — persistent emotional state, relation dynamics, adaptive reply loops. Zero extra LLM calls.
Governedmemory
Open-source governed memory for AI agents: prompt-injection-resistant writes, purpose-bound retrieval, provenance, and tamper-evident audit.
Ctxgraph
privacy-first context graph engine for AI agents and human teams.
Scallopbot
Self-hosted personal AI assistant with MCP-native, bio-inspired memory. OpenClaw-compatible skills. LoCoMo F1 0.48 vs 0.38.
MemXT
MemXT is a Local long-term memory for Claude Code & coding agents. 100% local
Neuralmind
Persistent memory for AI coding agents. Your agent learns your codebase the way a senior engineer would — what files go together, what you usually edit next. Works with Claude Cod…
Kimetsu
Evidence-first memory for Claude Code, Codex, and the terminal. Kimetsu sits beside your AI agent, watches what actually solves problems, remembers it, and feeds the high-signal c…
Turritopsis
Shared project knowledge and handoff for coding agents across long-running projects
Co Engram
Self-evolving team memory
Vitrus
your glass-box company brain — tells you what it doesn't know (deterministic gap analysis). MIT core · MCP · PGLite→Postgres.
Rembric
Persistent memory for AI coding agents — self-hosted, MCP-native, append-only. One Docker image, one SQLite file.
Local Agent Toolkit
A local-first, MCP-native toolkit for building AI agents: engram (memory) + skillet (skills) + tracelet (tracing). One runnable end-to-end recipe.
Bobs Big Brain Registrar
Bob's Big Brain Registrar — the team's memory keeper. Decides what gets in (by code, not by a model), stores what's admitted, and writes hash-chained, tamper-evident receipts. The…
MemHop
Embedded long-term memory database for AI agents & LLM apps. Six-layer cognitive architecture, knowledge graph, hybrid BM25 + vector search, sleep-time memory consolidation. One .…
Openempiric
An event-sourced knowledge runtime for coding agents.
Cursor10x
Cursor10x is a comprehensive suite of tools that enhances the A.I. agent's capabilities within the Cursor IDE, providing persistent memory across sessions, standardized task manag…
Sofar.sh
Sofar v1 engine — event log core, MCP server, CLI, hooks
Kb
A fetch-once knowledge base for AI agents. Check before fetching, save after fetching, never re-fetch or fabricate. Local SQLite FTS5 search for English and CJK.
GraphPilot
A DAG powered agent framework with an LLM gateway, browser automation, and desktop control.
Server Memory
Local-first MCP server for durable agent memory
Agentrem
Structured reminders CLI for AI agents with MCP server
Iranti
Memory infrastructure for multi-agent AI systems
Hicortex
Human-like memory for self-improving AI agents. Automatic capturing, nightly reflection, and cross-agent learning. Works with Claude Code and OpenClaw.
Zerodb Sequential Thinking
Persistent sequential thinking MCP — chain-of-thought reasoning that survives sessions, resumes across agents, and saves conclusions as plan artifacts. Powered by ZeroDB. Zero-con…
Ainative Memory
Enhanced MCP server-memory with ZeroDB cloud persistence and semantic vector search. Drop-in replacement for @modelcontextprotocol/server-memory that stores your knowledge graph i…
Dokoro
Multi-layer agent-memory MCP server (working, episodic, semantic, procedural, affective) for Claude Code and any MCP client.
Hystersis
Model Context Protocol (MCP) Server for the Hystersis persistent memory engine
Agentram
Model Context Protocol server for AgentRAM. Persistent memory for AI agents.
Klypix
An open, local-first, agent-neutral canvas file your AI reads and writes over MCP — works with Claude, Cursor, Cline, any model.
Opensquid
Continuity layer for coding agents: durable memory, dependency-aware task state, workflow gates, and inspectable packs over MCP.
Server Pro
SAIHM production thin-client. Seals client-side via @saihm/client-pro (ML-DSA-65 identity, per-cell AES-256-GCM DEK wrapped under a client KEK, ML-KEM-768 authenticated sharing) a…