Memory and context MCP servers

4,030 servers

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

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oracle-memory io.github.jonusnattapong/oracle-memory

File-backed Memory MCP Server for multi-agent coordination

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Memory and context npm Local 7 a week MIT
packmind io.github.mchl-schrdng/packmind

A second brain for Claude Code: project memory, estimated token & cost activity, semantic recall, and active guardrails.

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Memory and context npm Local 7 a week APACHE-2.0
recall-vault io.github.arajenk/recall

Turns AI conversations into organized local markdown memory

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Memory and context npm Local 7 a week MIT
walrus-agent-stack-mcp io.github.wayneal/walrus-agent-stack

Walrus-backed shared memory + encrypted channels for any MCP agent

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Memory and context npm Local 7 a week APACHE-2.0
wiki-agent io.github.joseecorrea/wiki-agent

Persistent memory wiki for LLM agents — sub-agent orchestration, auto-learning, and BM25 search

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Model and agent tools npm Local 7 a week MIT
codeorbit io.github.e-savca/codeorbit

Persistent incremental knowledge graph for token-efficient, context-aware code reviews with Claude Code

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Developer tools npm Local 18 a week ELV2
@knowledgine/mcp-memory-protocol io.github.3062-in-zamud/knowledgine-mcp-memory-protocol

MCP Memory Protocol — specification, types, and conformance test kit for long-term memory providers (Mem0, Zep, knowledgine, …)

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Memory and context npm Local 8 a week MIT
@diazstg/memory-bank-mcp io.github.diaz3618/memory-bank-mcp

MCP Server for managing Memory Bank with remote server support

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Memory and context npm Local 26 a week MIT
mindkeg-mcp io.github.carloluisito/mindkeg-mcp-efk0rm

A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atomic learnings per repository.

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Coding agent tools npm Local 11 a week MIT
nMEMORY io.github.menot-you/n-memory

Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.

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Memory and context Official MCP Registry · crates.io Local
brain-agent-skill io.github.neha-nupoor/personal-agent-skill

Agent-generic Brain skill and local MCP onboarding adapter

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Memory and context npm Local 71 a week
nousdb io.github.vlados/nous

Per-project knowledge brain with auto-learning from AI conversations. MCP server + SQLite + vector search.

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Databases npm Local 13 a week MIT
@arvoretech/memory-mcp io.github.arvoreeducacao/arvore-mcp-servers-memory

MCP server for team memory — persistent knowledge base with semantic search for AI-assisted development

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Memory and context npm Local 6 a week MIT
@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