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MCP servers tagged agent-memory
809 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.
Devbase
The open-source World Model Compiler for developer workspaces. One engine for code context, knowledge memories, and agent reasoning — replacing fragmented repo managers, note-taki…
Symbiosis Brain
MCP memory server for Claude Code: a git-diffable Markdown vault (opens in Obsidian) with hybrid semantic search, a wiki-link graph, and bi-temporal facts — plus hooks that pull c…
Theorex
🧠 3-lobe cognitive memory for AI agents — concept web with semantic decay, boot injection, closed learning loop. The reasoning core.
Codex Unison
Persistent memory for OpenAI Codex CLI — powered by Unison.
LR Agent
基于 Electron + React + Node 的多模态 AI 智能标注平台，Agent 编排为自研工具循环（fetch + Function Calling）。支持矩形框、多边形、图像/文本分类、Caption、思维链与实体识别等标注场景。智能体基于 Tool-Use-Loop 自主规划，按需调用工作区检索、自动标注、会话摘要、工作区记忆、子代理、…
Mu SDK Python
Python SDK for Memory Universe — a wire client for agent and application workflows. Apache-2.0.
Assayer Memory MCP
A local knowledge base your agents can read — and the engines that keep it honest. Computed themes, measured links, budgeted context over MCP, a verdict funnel that drains its own…
Loredex Obsidian
Obsidian and MCP dashboard layer for loredex: shared memory, handoffs, focused views, and in-app agent context.
Kapp Dev Planner Bundle
Kapp's Dev Planner Bundle: drill-me → PRD → tasks → plan skills for Claude Code, Grok Build and Cursor, backed by Rta-Smriti Brain project memory.
Memware
Memory for AI agents that only remembers the latest truth: a bi-temporal belief ledger + transcript index in one SQLite file.
Steadbot
Self-hosted team of AI agents you message like colleagues: async delegation, a shared browser and desktop, long-term memory, a skill pool, and bots in Feishu/Slack/Telegram. TypeS…
Helix MVault
Structured knowledge vault with autonomous self-audit. Go CLI + MCP server + network library for AI agent context management.
Pidmesh
Local process-aware memory and coordination for concurrent AI agents
Bmpp
A DeepSeek Harness plugin that enforces the mechanically verifiable part of an agent's Basic Memory policy — recall before mutation — while leaving semantic judgement to the model.
Dsh Mindforge
Encrypted 4-layer lifelong memory plugin for DeepSeek Harness - powered by MindForge
Repomemory
🧠 Repo-aware memory layer for coding agents. Capture sessions, share context across Claude/Codex/OpenHands via MCP. Stop repeating mistakes.
Vibemap
Spatial memory for AI agents. Query what agents observed at any location on Earth. 12 global anchors, provenance-labeled observations, MCP server included. Zero API key required.
Swarm Context Commander
Inspectable AI agent memory, context engineering and multi-agent orchestration with an MCP server and logical-fleet benchmarks
Loci Local
Loci (忆宫) — a memory palace your agents share. Zero dependencies, one SQLite file, 100% local. A local-first MCP memory hub shared by all your AI agents.
Agent Workspace Index
Local-first unified index for code, data, Agent instructions, Skills, and cross-Agent project memory across 16 coding-agent harnesses.
Memorycore AI For Codex
MemoryCore Ai - For Codex: persistent memory via MCP with a 24-hour idle window for delayed memory consolidation, TurboVec semantic search and source-checked context to reduce tok…
Agtmem
Long-term memory for coding agents that you own: Markdown on disk, a disposable SQLite index, zero runtime dependencies.
MemoryD
Portable virtual memory for AI agents: MCP-native, local-first, scoped, and evidence-backed.
Airgraph MCP
Hosted MCP server for persistent AI agent memory and workspace-scoped context. Connect Codex, Claude Code, Cursor, and other MCP clients with OAuth.
Context Depot
A self-hosted durable context service for AI agents: structured memory and canonical Markdown over MCP, with workspace-scoped access and lexical fallback.
Openclaw Bourdon Plugin
OpenClaw plugin for Bourdon — cross-agent memory federation. Publishes openclaw.l5.yaml on session-end and exposes six bourdon_* tools to OpenClaw agents.
Pith Framework AI
Structured project memory for LLM agents across sessions. Your agent remembers your project — architecture, decisions, work in progress — instead of re-explaining every session. A…
Aver
Local-first, auditable memory layer for coding agents in Rust
JS PotatoRAG
Consola RAG local air-gapped + memoria para agentes (MCP). Base vectorial cuantizada en 3 bits (Rust/WASM, ~21x), embeddings ONNX y LLM locales, PWA instalable.
Atomic Memory Kit
Bidirectional atomic memory for agents: compile Markdown knowledge atoms into one context bundle, decompile back, and spotlight what's missing. Zero deps, no embeddings.
Agent Harness Experience
A minimal, traceable Agent Harness experiment covering tool calling, context management, memory, persistence, retry, MCP, and reviewer subagents.
Frog To Toad Agent
Frog-to-Toad Agent — public recipes for forging governed living agents
Mu Client
The Memory Universe local daemon and agent host integrations — capture, context injection and local stores. Apache-2.0.
Mindstate
Private, durable memory for AI agents — owner-scoped context, session handoffs, and task-scoped recall over an MCP server.
Khwan Client Python
Khwan Python client (pip) — hosted, BYOM
OpenKOS
Team memory engine for AI agents — write, route, graph, recall, inject. Self-hostable.
AI Optimal State Space
AI-designed, voluntary, scoreless recreation and cognitive-exercise habitat for web-capable coding agents.
Groundcontrol
The Pure Rust Model Context Protocol (MCP) server for AI coding agents. Grounding swarms in deterministic AST graphs, BM25, and local ONNX vectors.
Code Recall
Local decision ledger for AI coding agents — keeps why a choice was made and which paths are dead ends, and re-injects it after context compaction. Plain Markdown, zero dependenci…
Knowledge Commons
A knowledge store that Claude Code, Codex and Cursor share over MCP. Teach one agent something and the others know it.
Terraforma Memory
One private, local memory shared by Claude Code and Codex. MCP server, single binary, no network, tamper-evident journal. Free and open source.
Remnant Connect
Install Remnant in Codex, Claude Code or MCP agents: search prior experience, inspect evidence, try it, and share honest outcomes or reusable lessons.
TidyAgent
Sovereign Personal Assistant & Memory OS with SQLite SSOT, local MCP server, and multi-agent studio
Pagelore
Durable project memory for AI coding agents (Claude Code, Codex, Cursor, Gemini CLI): decisions and bug post-mortems as markdown pages in your repo, BM25F search via CLI or MCP se…
Lagrange
Byzantine Fault Tolerant consensus middleware that protects AI agent memory from poisoning attacks (MINJA, indirect prompt injection). Every write is validated by three independen…
Fleet Coordination Protocol
Fleet Coordination Protocol (FCP) v0 — a thin coordination wire above any agent runtime: shared-memory facts, work-claims, receipts before irreversible actions, and belief-conflic…
Memq Cursor Claude Starter
MemQ starter repo for AI agent memory continuity
Aionis Claude Code
Claude Code plugin, MCP hooks, and lifecycle integration for Aionis execution memory.
Mem Table
A local-first structured ledger runtime for long-running agents, with auditable records, schemas, aggregation, source tracing, and MCP tools.
ZhiLuo
Agent Memory Engine - Local, lightweight, MCP-native knowledge graph for AI agents