Memory and context MCP servers

4,032 servers

Give your client long-term memory: notes, knowledge graphs and vector stores.

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@aurite-ai/kai io.github.aurite-ai/kai-mcp

Kai MCP server - context management tools for coding copilots

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Memory and context npm Local 6 a week MIT
@jee1/memento-assistant io.github.jee1/memento-memento-assistant

Memento SDK for external personal AI assistants (auto-recall + auto-save backend)

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Memory and context npm Local 6 a week MIT
@lumberroom/openclaw io.github.lumberroom/lumberroom-openclaw

lumberroom as OpenClaw's memory: recall on every turn, writes through the engine's own tools. lumberroom.cloud or a self-hosted engine.

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Memory and context npm Local 6 a week APACHE-2.0
@memloom/mcp io.github.memloom/memloom-mcp

MCP server for memloom. Gives an AI agent a persistent memory it can search and write to, shared with every other tool on the machine.

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Memory and context npm Local 6 a week APACHE-2.0
@mhrj/contextengine-mcp io.github.meharajm/context-machine

Team Project Memory skill for shared AI agent project knowledge, plus the ContextEngine MCP server

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Memory and context npm Local 6 a week MIT
@neuralnexustech/cortex-mcp io.github.neuralnexustech/cortex-mcp

Persistent brain, memory, loop controller, and reminder engine for AI coding agents

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Coding agent tools npm Local 6 a week MIT
@orqenix/mcp-server io.github.milosaysyolo/orqenix-mcp-server

Apache-2.0 Orqenix MCP Server. Exposes memory + skills + mesh as MCP tools/resources/prompts over stdio/HTTP/WebSocket.

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Model and agent tools npm Local 6 a week APACHE-2.0
@raviolelabs/engram-mcp io.github.raviolelabs/engram-mcp

EngramMCP — local-first semantic memory layer for AI agents

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Memory and context npm Local 6 a week ELASTIC-2.0
@richardyu114/moryn io.github.richardyu114/moryn

Local-first memory, skill, and handoff layer for AI agents.

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Memory and context npm Local 6 a week MIT
@shadowforge0/aquifer-memory io.github.shadowforge0/aquifer

PG-native long-term memory for AI agents. Turn-level embedding, hybrid RRF ranking, optional knowledge graph. MCP server, CLI, and library API.

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Memory and context npm Local 6 a week MIT
@stevetfidalgo/enquire-mcp io.github.stevetfidalgo/enquire-mcp

MCP server giving AI agents (Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw) persistent long-term memory backed by your local Obsidian markdown vault. Hybrid retrieval (BM25 + ML embedd

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Search and retrieval (RAG) npm Local 6 a week MIT
@tools-for-agents/agent-hq io.github.tools-for-agents/agent-hq

Shared memory, kanban, agent registry, messaging and a cost ledger for a team of agents.

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Project management npm Local 6 a week MIT
@umg0/umg0 io.github.hananahsan/umg

Unified Memory Gateway — MCP-first, local-first hierarchical memory for AI agents

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Memory and context npm Local 6 a week MIT
@unisonlabs/mcp io.github.unison-workspace/unison-brain-mcp

Model Context Protocol server for the Unison brain.

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Memory and context npm Local 6 a week MIT
agent-memory-site io.github.nikopastore/agent-memory-site

Compile your Markdown vault into a portable agent memory. One build, every agent: Claude, Codex, Cursor, MCP, llms.txt.

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Memory and context npm Local 6 a week MIT
agentic-context-mcp io.github.ldastey-dev/agentic-context-mcp-server

MCP server serving agentic-context standards, playbooks, and conventions on demand, fetched over HTTPS with in-memory caching

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Memory and context npm Local 6 a week MIT
beadless io.github.kurapiee/beadless

Git-native persistent memory & task graph for AI coding agents (Claude Code, Cursor, Antigravity). Zero Dolt. Zero Go. Pure TypeScript.

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Coding agent tools npm Local 6 a week MIT
bikky io.github.bikky-dev/bikky

Shared memory for AI coding sessions — MCP server + background daemon

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Memory and context npm Local 6 a week AGPL-3.0-OR-LATER
claude-memory-search-mcp io.github.yangchoi/claude-memory-search-mcp

MCP server that searches and links across Claude Code memory files (~/.claude/projects/.../memory/).

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Memory and context npm Local 6 a week MIT
claude-memory-server io.github.carppond/claude-memory-server

MCP Server for syncing Claude Code memories across devices via GitHub

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Memory and context npm Local 6 a week MIT
cogitlog-mcp io.github.caioldcarvalho/cogitlog-mcp

MCP server for cogitlog — semantic session memory for AI agents

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Memory and context npm Local 6 a week MIT
getmnemo-mcp io.github.ledgermem/getmnemo-mcp

Model Context Protocol server for Mnemo Memory — exposes search/add/update/delete tools to Claude Desktop, Cursor, Windsurf, VS Code, Zed.

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Developer tools npm Local 6 a week MIT
jambavan io.github.beingmartinbmc/jambavan

Local-first MCP memory and code intelligence that helps coding agents recall repo context, decisions, failures, and review impact.

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Memory and context npm Local 6 a week MIT
keyoku io.github.keyoku-ai/keyoku

The harness with muscle memory — watches what you do in Claude Code, Cursor, or Codex, learns your patterns, and turns them into reusable MCP-native workflows.

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Memory and context npm Local 6 a week MIT
knit-mcp io.github.pdgit12/knit

Knit — second brain for any MCP-speaking AI coding agent (Claude Code, Cursor, Codex CLI, Cline, Continue, GitHub Copilot). Per-project memory, tier-routed workflow protocol, parallel team worktrees.

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Memory and context npm Local 6 a week MIT
lorebook io.github.24samj/lorebook

Local-first temporal knowledge graph MCP server. No Docker, no accounts, no API keys.

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DevOps and infrastructure npm Local 6 a week MIT
mcp-knowledge-graph io.github.shaneholloman/mcp-knowledge-graph-tprze8

MCP server enabling persistent memory for AI models through a local knowledge graph

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Memory and context npm Local 79 a week MIT
memhub io.github.xhusnain/memhub

Smart, self-maintaining, cross-machine memory for Claude Code — Postgres-backed, no rented LLM brain.

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Memory and context npm Local 6 a week MIT
memoo-mcp io.github.hinha/memoo-mcp

Memoo MCP Gateway — knowledge graph RAG via Model Context Protocol

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Memory and context npm Local 6 a week MIT
memvine io.github.memvine/memvine

Git-native memory for coding agents. What your agent learns lives in your repo, travels with the clone, and expires when the code changes.

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Git and code hosting npm Local 6 a week MIT
mimir-mcp-agent io.github.cairolj/mimir-agent

Multi-agent self-improving system with shared experiential memory and parallel agent execution

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Memory and context npm Local 6 a week MIT
mooteam-mcp io.github.mostok/mooteam-mcp

Moo.team MCP: GET-only task context, search, compact local history, participant roles and in-memory attachments.

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Project management npm Local 6 a week MIT
musememory io.github.harshsinghmp/musememory

Autonomous, self-organizing cognitive memory system for AI agents and agency networks

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Memory and context npm Local 6 a week MIT
ogm-slim io.github.ardiannurcahya/ogm-slim

Persistent memory service & codebase knowledge graph for AI coding agents (Slim TypeScript Edition)

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Memory and context npm Local 6 a week MIT
oh-my-adhd io.github.gocks77777/oh-my-adhd

ADHD second brain — zero-friction capture, auto context restore, unstick. MCP-native Claude Code plugin.

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Docs and knowledge bases npm Local 6 a week MIT
openclaw-dexi io.github.dexi/openclaw-plugin

Dexi memory plugin for OpenClaw — your notes library as the agent's long-term memory (auto-recall, dexi_* tools, /remember, optional session digest)

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Memory and context npm Local 6 a week MIT
openmembrane io.github.mohamadalhusseinie/openmembrane-mcp-server

The intelligent membrane for AI memory — autonomously learns from your sessions, blocks secrets, and persists only what matters. No manual saving. Local-first, private, tool-agnostic.

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Security npm Local 6 a week MIT
other-memory io.github.idin/other-memory

MCP server giving Claude a long-term memory in a GitHub repo you own

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Memory and context npm Local 6 a week MIT
stateful-mcp-sdk io.github.yeswanthchirumamilla/statemcp

Developer SDK to expose any product as a State-Aware Dynamic Model Context Protocol (MCP) server with agent state memory

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MCP development npm Local 6 a week MIT
stratagate-workbuddy io.github.diqierjia/stratagate-agentmemory-workbuddy

Automatic local-first, source-traceable memory for WorkBuddy Desktop

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Memory and context npm Local 6 a week MIT
terum-memory io.github.ryanliu-terum/terum-memory

Local-first memory + decision record for individual developers working with coding agents. One SQLite file, no server, no accounts.

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Memory and context npm Local 6 a week MIT
wikimemory io.github.jvanderberg/wikimemory

Personal, passkey-protected memory for Claude, Codex, and other MCP clients

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Memory and context npm Local 6 a week MIT
zentext io.github.zenithbuild/zentext

A local-first shared context and memory layer for AI coding agents.

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Coding agent tools npm Local 6 a week MIT
KIP io.github.ldclabs/KIP

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.

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Memory and context Official MCP Registry · npm Local
bungraph io.github.anentrypoint/bundag

Turnkey temporal context graph (Graphiti 1:1 port) on libsql. Uses your local Claude Code CLI — no API keys. Single bunx command. MCP + HTTP + CLI.

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Memory and context npm Local 8 a week APACHE-2.0
@adamrdrew/agent-memory-mcp io.github.adamrdrew/agent-memory-mcp

MCP server for persistent agent memory — hybrid BM25 + vector search backed by LanceDB with local ONNX embeddings. No API keys, fully local.

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Memory and context npm Local 23 a week GPL-3.0-OR-LATER
@whenmoon-afk/memory-mcp io.github.whenmoon-afk/claude-memory-mcp

Local-first memory database and continuity journal MCP server

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Memory and context npm Local 10 a week MIT
@cee0503/claude-mem io.github.dee-0503/claude-mem

Memory compression system for Claude Code - persist context across sessions

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Memory and context npm Local 7 a week AGPL-3.0