Memory and context MCP servers

4,033 servers

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

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@soleri/core io.github.adrozdenko/soleri-core

Shared engine for Soleri agents — vault, brain, planner, LLM utilities, and facade infrastructure.

Version check not run yet

DevOps and infrastructure npm Local 8 a week APACHE-2.0
@iflow-mcp/memorymesh io.github.chemiguel23/memorymesh

An MCP server that uses a knowledge graph to store and recall structured memory for AI models

Version check not run yet

Memory and context npm Local MIT
@timmeck/trading-brain io.github.timmeck/brain-ecosystem-trading-brain

Adaptive trading intelligence system with Hebbian synapses, spreading activation, Wilson Score confidence, and adaptive calibration

Version check not run yet

Finance and payments npm Local 18 a week MIT
branchwise io.github.pulkit004/branchwise

Branch-scoped memory for Claude Code — isolate conversation context per git branch

Version check not run yet

Git and code hosting npm Local 11 a week MIT
Memory Vault io.github.apurv101/memory-vault

Portable AI memory shared across models and harnesses - plain markdown you own.

100% up · 30 days

Memory and context Official MCP Registry · npm Local Remote 29 a week MIT
@ura-dev/memorybank io.github.ura-tools/memorybank

Persistent cross-session memory for AI agents — MCP server + CLI

Version check not run yet

Memory and context npm Local 3 a week MIT
code-brain-mcp io.github.abheet-singh-it/code-brain-mcp

Code Brain MCP — project memory, cache, task classification, and coordinated reasoning tools for Cursor and other MCP clients

Version check not run yet

Memory and context npm Local 19 a week MIT
context-chest-mcp io.github.fuckupic/context-chest-mcp-server

MCP server for encrypted AI agent memory — remember, recall, browse across sessions

Version check not run yet

Memory and context npm Local 17 a week MIT
ghcp-cli-vector-memory-mcp io.github.brainslugs83/githubcopilotcli-vectormemorymcp

MCP server that gives GitHub Copilot CLI persistent long-term memory via local semantic vector search. Install: npx -y ghcp-cli-vector-memory-mcp

Version check not run yet

Memory and context npm Local 14 a week MIT
@iflow-mcp/yoloshii-clawmem io.github.yoloshii/clawmem

On-device context engine and memory for AI agents. Claude Code and OpenClaw. Hooks + MCP server + hybrid RAG search.

Version check not run yet

Memory and context npm Local 4 a week MIT
apex-memory io.github.jjerrychoi/apex-memory

Persistent memory MCP server for AI coding agents

Version check not run yet

Memory and context npm Local 21 a week MIT
@agishub/mcp io.github.agishub/agishub-mcp

AgisHub MCP — 34 pay-per-call tools for AI agents (x402, USDC on Base). Web scraping, crawling, AI inference, timezones, memory, media and developer utilities. Most tools also run free over MCP; from

Version check not run yet

Web search and scraping npm Local 5 a week MIT
@cortex-context/cli io.github.rodrigoroldan/cli-cortex-context

CLI to initialize and manage Cortex Context (Knowledge Graph) in any VS Code workspace

Version check not run yet

Developer tools npm Local 5 a week MIT
@drqedwards/pmll io.github.drqedwards/ppm

Persistent Memory Logic Loop (PMLL) MCP server. Short name for pmll-memory-mcp; npx pmll starts the server.

Version check not run yet

Memory and context npm Local 5 a week MIT
@elyxndra/agent io.github.rthomas24/elyxndra-agent

Elyxndra's coding-agent brain: OpenAI-compatible streaming client (thinking + tool calls), tools (files, grep/glob, edit, patch, terminal, todo, ask, delegate, memory, web), MCP, modes, approvals, con

Version check not run yet

Memory and context npm Local 5 a week MIT
@engramm/engram-mcp-server io.github.supostat/engram

MCP server for Engram memory system

Version check not run yet

Memory and context npm Local 5 a week MIT
@flowstatepm/cortex io.github.shuromiu/cortex

Working memory for AI agents — persistent cognitive state per project

Version check not run yet

Memory and context npm Local 5 a week MIT
@getreka/mcp io.github.getreka/reka-mcp-server

Reka MCP Server — connect AI assistants to your codebase memory

Version check not run yet

Developer tools npm Local 5 a week BSL-1.1
@josetra/wacon io.github.josetra44/wacon-mcp

WhatsApp AI CLI + MCP server — lets AI agents and humans manage WhatsApp with per-contact style memory, hybrid local RAG and episodic memory

Version check not run yet

Communication and chat npm Local 5 a week MIT
@kordra/mcp io.github.asrinivasan75/kordra-mcp

Kordra MCP server — your team's operational memory (decisions, tasks, documents) for Claude Code, Codex, Cursor, and other MCP clients.

Version check not run yet

Project management npm Local 5 a week MIT
@memory-river/adapter-mcp io.github.hsi431/memory-river-adapter-mcp

MCP stdio adapter for the Memory River core engine.

Version check not run yet

Memory and context npm Local 5 a week APACHE-2.0
@mnemo-mcp/server io.github.omermaksutii/mnemo-mcp

Mnemo MCP server — exposes persistent memory tools to Claude Code

Version check not run yet

Memory and context npm Local 5 a week MIT
@more-md/mcp-memory io.github.more-md/monorepo-mcp-memory

Portable long-term memory for AI assistants, as an MCP server. Connect Claude Desktop, Cursor, or any MCP client to a mem.more.md memory the user controls.

Version check not run yet

Memory and context npm Local 5 a week MIT
@ourmem/mcp io.github.ourmem/omem-mcp-84gft4

ourmem MCP Server — persistent memory for Cursor, VS Code, Claude Desktop, and any MCP client

Version check not run yet

Memory and context npm Local 5 a week APACHE-2.0
@ourthinktank/founders-os-core io.github.ourthinktank/founders-os-core

Transport-agnostic core for Founders OS — CRM, tasks, finances, feeds, memory, and visual surface tools, exposed as raw ToolMaps for any MCP transport.

Version check not run yet

Web search and scraping npm Local 5 a week MIT
@platinum3nx/nctx io.github.platinum3nx/nctx

Persistent Claude Code session memory powered by Nia Context Sharing.

Version check not run yet

Memory and context npm Local 5 a week MIT
@precisionutilityguild/liquid-shadow io.github.precisionutilityguild/liquid-shadow

Persistent local memory and repo intelligence for MCP coding agents.

Version check not run yet

Coding agent tools npm Local 5 a week APACHE-2.0
@tensorgreed/keel io.github.tensorgreed/keel

Development intelligence layer: your codebase, with memory and foresight. MCP server for coding agents.

Version check not run yet

Coding agent tools npm Local 5 a week MIT
@timps-ai/timps-code io.github.sandeeprdy1729/timps-s0fen3

Open-source CLI coding agent with 22-layer persistent memory. Free with Ollama. Drop-in Claude Code alternative. Works with any model.

Version check not run yet

Memory and context npm Local 5 a week MIT
@vemdev/mcp-server io.github.vem-dev/mcp-server

Official VEM MCP Server for AI agent project memory.

Version check not run yet

Memory and context npm Local 5 a week MIT
@vindepemarte/openmind io.github.vindepemarte/openmind

Local-first semantic memory server for AI tools and MCP clients.

100% up · 30 days

Memory and context npm Local Remote 5 a week ISC
afterlive-chat-mcp io.github.crawde/afterlive-chat-mcp

MCP server for chatting with AfterLive memorial personas — AI-powered conversations grounded in real memories, stories, and personality of loved ones who have passed

Version check not run yet

Communication and chat npm Local 5 a week MIT
agentbucket io.github.bucket0-com/agentbucket

MCP server for Bucket0 AgentBucket — give your AI agent a persistent, encrypted file system it can save to and recall by meaning.

Version check not run yet

Files and storage npm Local 5 a week MIT
agoya io.github.jonusnattapong/agoya

File-backed Memory MCP Server for multi-agent coordination

Version check not run yet

Files and storage npm Local 5 a week MIT
dynmcp io.github.brandonburrus/dynamic-discovery-mcp

Dynamic MCP context management tool for AI MCP-enabled agents and clients.

Version check not run yet

Memory and context npm Local 5 a week MIT
fluentui-mcp io.github.blendsdk/fluentui-mcp

MCP (Model Context Protocol) server providing AI assistants with intelligent, context-efficient access to Microsoft FluentUI documentation. Supports multiple FluentUI versions (v8, v9, v10+) with in-m

Version check not run yet

Docs and knowledge bases npm Local 5 a week MIT
fractal-memory io.github.emanuelediluzio/fractal

Hierarchical-graph long-term memory for AI agents: variable-depth abstraction tree, cross-topic recall, temporal knowledge graph. Ships an MCP server, an HTTP service, and a LangGraph BaseStore.

Version check not run yet

Memory and context npm Local 5 a week MIT
hoppr io.github.fergana-labs/hoppr

Turn any folder into queryable, structured context with hybrid search, a linked wiki, tables, and an optional knowledge graph.

Version check not run yet

Files and storage npm Local 5 a week MIT
kiro-mem io.github.gongtengxy/kiro-mem

Persistent cross-session memory system for Kiro CLI. Captures every turn, compresses via Kiro CLI ACP, and injects a compact memory index into later sessions.

Version check not run yet

Memory and context npm Local 5 a week MIT
lodis-mcp io.github.sunrise-labs-dot-ai/lodis-mcp-server-73bjqp

Universal AI memory layer — MCP server with persistent, cross-tool memory for Claude Code, Cursor, Windsurf, and more

Version check not run yet

Memory and context npm Local 5 a week MIT
mcp-council-server io.github.riflxz/mcp-council-server

Council MCP Server — AI reasoning scaffolding with memory, state, and persona-based phase orchestration for complex problem-solving via MCP protocol

Version check not run yet

Model and agent tools npm Local 5 a week MIT
mcp-server-zep-cloud io.github.jaysack/zep-mcp

MCP server for Zep Cloud — long-term memory for AI agents

Version check not run yet

Memory and context npm Local 16 a week MIT
memory-spaces io.github.melon-husk/memory-spaces

A unified, space-separated memory MCP server for desktop LLM apps

Version check not run yet

Memory and context npm Local 5 a week MIT
memotrust io.github.idanref/memotrust

Verified memory for AI agents — agents propose, evidence verifies, recall returns only earned trust.

Version check not run yet

Memory and context npm Local 5 a week MIT
neurogram-mcp io.github.sidmanale643/neurogram

Brain-inspired semantic memory system and MCP server

Version check not run yet

Memory and context npm Local 5 a week MIT
nocetta io.github.asymptopialtd/nocetta

Anchored, bitemporal, DAG memory system for coding agents.

Version check not run yet

Coding agent tools npm Local 5 a week MIT
openself io.github.open-self/open-self

Private, persistent personal context and memory for every AI you use.

Version check not run yet

Memory and context npm Local 5 a week MIT
smartware io.github.technodotventures/smartware

An open, user-owned memory protocol for every app and agent, with provenance, bitemporal truth, policy-first retrieval, and safe fallback.

Version check not run yet

Memory and context npm Local 5 a week APACHE-2.0