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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.
Mdmem
Small tooling for local, markdown-based agentic memory management with vector search
Apertomemory
Portable, client-side-encrypted, user-owned AI memory, open format, reference implementation, IETF I-D
Mosyn
Named after Mnemosyne, the Greek goddess of memory. Shared, disciplined project memory for Claude Code agents on Walrus (decentralized storage + SEAL): recall before acting, log e…
Agentplat
Open-source TypeScript framework for persistent human-agent collaboration, with shared artifacts, human approvals and controlled execution on your infrastructure.
AEL Agent Native Blockchain
AEL v0.13 public agent-native blockchain devnet: useful work, portable memory, resilient replicas, and deterministic mainnet readiness
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…
Redis Renegocia Agentcore
Agente de renegociação de dívidas com Claude no Amazon Bedrock AgentCore e Redis Cloud como camada de contexto: LangCache, Agent Memory, Context Retriever e busca híbrida
Mnelo
Local-first knowledge-graph memory layer for AI agents — what Mem0 charges for: 4-way RRF + L2 maintenance + bilingual classifier, one local SQLite. usearch f16 runs it on $10/yea…
Mozecek
Memory for agents — the Claude Code plugin and how to self-host the service. Free edition: 10 agents per instance.
Aegisai
Production-oriented AI platform with a centralized Main Agent, Advanced RAG, MCP, agent memory, planning, verification, security, evaluation, observability, and streaming.
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…
Atlias
Agent harness for Claude Code, Codex, Antigravity, Gemini CLI: shared memory, guards, two-pass verification gate.
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…
Memorius
Memorius is a self-contained, agent-agnostic memory system that gives LLMs and AI agents persistent, searchable memory with a hierarchical knowledge organization. Drop-in with mul…
Cogo
COGO — la memoria con semáforo de confianza para construir software con IA. Suite Escriba.
Agentprizm Openclaw
OpenClaw skill: persistent, governed agent memory via AgentPrizm's remote MCP server.
Fossil
Semantic failure memory for AI agents — record reasoning failures, search past failures before acting, stop rediscovering the same mistakes.
Uldren Loom
A universal, content-addressed, versioned store: one interface that's a filesystem, a git-style version history, and a queryable SQL + vector database — packable into a single fil…
Agents League Hackathon Compass BlackBox IQ
Compass BlackBox IQ: flight recorder for autonomous agents. Git-backed agent memory, decision records, and a skill forge, exposed over MCP. Agents League @ AI Skills Fest 2026.
Memorize MCP
An MCP server that stores one Markdown memory for the current workspace session.
Duin Governed Agent Memory
Agents that earn your trust. A harness that keeps an agent's long-term memory, model of your world and permissions as Markdown you own, governed at every step: facts labelled by w…
Substrate Service
A self-hosted, governed long-term memory shared by every AI you use — plain markdown and git, exposed through MCP.
Pi Mem
Harness-verified memory recall for coding agents — re-checks a memory note against ground truth on read (verified/stale/unverifiable). Built on the pi-gate trust boundary.
Kenfold
Self-hosted memory server for AI agents. Share context across Claude Code, Codex, OpenCode, and ChatGPT over MCP.
Devin Memory
Anti-poisoning memory store for agents: provenance, versioning, quarantine gate
Kyb
The shared memory your AI agent fleet keeps forgetting it needs. Git-backed knowledge base and incident tracker.
Nocetta
Anchored, bitemporal memory for coding agents — facts that know when they have gone stale.
Mebular
The decentralized memory layer for AI agents — offline-first, signed knowledge graph with validity & provenance, P2P sync across every device you own. MCP tools.
Aidememo
Local-first memory for coding agents: typed facts, knowledge graphs, temporal history, MCP, SDKs, and CLI in one Rust binary.
Sieveon Memory MCP
A workload-adaptive agent memory system combining event logs, knowledge graphs, and vector embeddings
A2a Superhub
Durable A2A coordination with opt-in Markdown memory, offline inboxes, knowledge graph and timeline, plus authorized Qdrant hybrid retrieval.
Research Agent Memory
Local-first, auditable, human-governed memory and learning layer for AI agents.
Mnemochain
Append-only, hash-chained memory and semantic recall for AI agents - local-first, citation-backed, with replay and tamper verification.
Agent Recipes
Governed procedural memory for AI agents — turn corrections, source material, and proven workflows into review-gated, versioned recipes agents can safely retrieve, lock, execute,…
Glom Continuity
Recaloom (formerly glom-continuity): local project checkpoints and reviewable handoffs for AI assistants. CLI + optional MCP.
Coremem
Git-diffable memory for AI agents — six-layer architecture, plain-text source of truth, Obsidian graph projection. MIT.
Loci Decisions Agent
Daily memory review agent built on mowave-loci. Asks the user about overdue facts via WhatsApp and updates the store from their replies.
Vectros Claude Code Agent Memory
Cross-session memory for Claude Code: recall relevant context automatically at the start of a turn, distill durable lessons out of a session involuntarily, and dispose them into y…
Dsh Flymemory
Long-term memory for DeepSeek Harness: 15 FlyMemory MCP tools, automatic recall and capture hooks, and a supervised local engine.
Cursor Hindsight Ondemand
On-demand Hindsight for Cursor (Windows): localhost daemon via sessionStart/MCP. Stack partner: cursor-model-orchestrator.
Witself
Identity, memory & collaboration platform for AI agents — facts, memories, secrets, and inter-agent messaging via a CLI, MCP, and a Go server.
Fael
Git-native memory log for AI coding agents — decisions, bugs and notes live in the repo as append-only JSONL, shared by Claude Code, Codex, OpenCode and any MCP host. No server.
Tylluan
Sovereign cognitive substrate for AI agents
SwarmMojo
Full-fledged local-first AI agent harness combining ROMS (RAG, OKF, MCP, Skills), Decision AI, correction memory, and reviewable workflow preparation.
Tanishi AI
Autonomous AI agent with Reflexion-based self-improvement, procedural skill discovery, and offline-first multi-model orchestration. +16.3% gain in 112 overnight experiments.
Extremis
Persistent, learning memory for AI agents — RL-scored retrieval, intelligent forgetting, MCP-native. Works with Claude Code, Cursor, OpenAI.
Wine Cellar MCP
MCP server for allowing an agent to learn your wine preferences. Built on AWS serverless architecture.
CMCP TIME
Skill-first continuity for AI hosts: original words, images and timestamps, user controls, sequential handoff and optional MCP.
Omnia Chronicle
Temporal evidence memory. Reconstruct historical context and trace decisions affected by corrections.