Memory and context MCP servers

4,040 servers

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

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brainlink-mcp io.github.leogbig/brainlink-mcp

Persistent, semantic memory for Claude Code via MCP — local-first, zero config.

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Memory and context npm Local 2 a week MIT
engram-memory io.github.hiatamaworkshop/engram-mcp-server

Engram MCP Server — cross-session semantic memory for AI coding agents

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Coding agent tools npm Local 4 a week APACHE-2.0
synapse-memory io.github.worldflowai/synapse-memory

MCP server for Claude Code session intelligence — persistent memory across coding sessions

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Memory and context npm Local 10 a week MIT
@engramtraining/mcp io.github.engram-training/app-mcp

MCP server for Engram — persistent, encrypted memory for AI agents

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Memory and context npm Local 3 a week MIT
@engrammemory/mcp-server io.github.engrammemory/engram-memory-community-mcp-server-node

Engram Memory MCP server for Claude Desktop and other MCP clients. Persistent semantic memory for AI agents.

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Memory and context npm Local 2 a week MIT
iflow-mcp-jmeyer1980-neurodivergent-memory io.github.jmeyer1980/neurodivergent-memory-1mtafx

A Model Context Protocol server for knowledge graphs designed around neurodivergent thinking patterns

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Memory and context npm Local 3 a week MIT
hontoni-mcp-memory io.github.khaismile1997/hontoni-mcp-memory

MCP server for memory and session management with Claude Code

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Memory and context npm Local 2 a week MIT
smriti io.github.moltizmo/smriti

Local-first persistent memory MCP server for AI agents — with consolidation loop and git sync

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Memory and context npm Local 6 a week MIT
devsh-memory-mcp io.github.karlorz/cmux-devsh-memory-mcp

MCP server for devsh/cmux agent memory - enables Claude Desktop and external clients to access sandbox memory and orchestrate multi-agent workflows

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Memory and context npm Local 4 a week MIT
exe-agent-memory io.github.askexe/exe-agent-memory

Persistent memory and semantic search for Claude Code agents via MCP.

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Memory and context npm Local 3 a week MIT
@knowall-ai/mcp-neo4j-agent-memory io.github.knowall-ai/mcp-neo4j-agent-memory

Graph-based memory system for AI agents. Store people, places, organizations as nodes. Build semantic relationships (KNOWS, WORKS_AT, CREATED). Word-tokenized search finds partial matches. Filter by d

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Memory and context npm Local MIT
dn-agent-kit io.github.hieumn12299/agent-kit

Agent-Kit — AI memory & orchestration framework for developers. Lightweight context management, MCP server for IDE agents, plugin system, and graph-based workflows.

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Memory and context npm Local 5 a week MIT
mcp-harness io.github.gabry-ts/mcp-harness

In-memory testing toolkit for MCP servers in TypeScript — supertest for MCP

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Developer tools npm Local 8 a week MIT
agenza-line-bot-mcp io.github.your-username/agenza-line-bot-mcp

MCP server for interacting with LINE Official Account (Core features only - optimized for low memory)

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Memory and context npm Local 20 a week APACHE-2.0
@iflow-mcp/bmbnexus-engram-memory io.github.bmbnexus/engram

Engram — Persistent memory for Claude Code. Your AI remembers across sessions.

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Memory and context npm Local 5 a week MIT
amalfa io.github.pjsvis/amalfa

Local-first knowledge graph engine for AI agents. Transforms markdown into searchable memory with MCP protocol.

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Memory and context npm Local 12 a week MIT
cloud-memory-mcp io.github.jwseok0727/cloud-memory-mcp

Agent-agnostic persistent memory for AI assistants, backed by your own Google Drive

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Memory and context npm Local 6 a week MIT
farnsworth-syntek io.github.timowhite88/farnsworth-syntek

Farnsworth SYNTEK — 7-layer recursive agent memory with context branching, holographic recall, and on-chain persistence.

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Memory and context npm Local 8 a week PROPRIETARY
@texere/mcp io.github.tylder/texere-mcp

Model Context Protocol server for Texere's immutable knowledge graph.

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Memory and context npm Local 2 a week MIT
ai-books-mcp-server io.github.tryboy869/ai-books-mcp-server

MCP Server for AI Books - Universal LLM context extension via gravitational memory compression

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Memory and context npm Local 10 a week MIT
cortex-vscode io.github.ecuabyte-lat/cortex

Persistent Memory for AI Agents. Remember context, decisions, and code patterns across sessions. Works with Copilot, Claude, and more.

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Memory and context npm Local 16 a week MIT
@ahmedshaikh/agent-memory-mcp io.github.razistuff/agent-memory-mcp

Persistent, semantic long-term memory for AI agents — an MCP server + hook integration so agents remember decisions, gotchas, and conventions across sessions and recall them automatically.

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Memory and context npm Local 1 a week MIT
@anchormem/server io.github.priyank766/anchor-server

Anchor MCP server — local-first cross-agent memory for AI coding agents.

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Coding agent tools npm Local 1 a week MIT
@andre.li/memoark io.github.andrelyl/memoark

Local-first personal memory system — extracts signals from Feishu/Lark chats and AI-agent sessions into a private knowledge graph, served to any agent via MCP

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Communication and chat npm Local 1 a week APACHE-2.0
@betterdb/memory io.github.betterdb-inc/memory

BetterDB Memory for Claude Code — Valkey-powered persistent memory across sessions

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Memory and context npm Local 1 a week MIT
@cleak/cli io.github.ledunguit/leak-investigator-leak-inspector-tui

Agentic terminal investigator for C/C++ memory leaks — MCP-driven static + dynamic (Valgrind/ASan/LSan) analysis with an LLM judge.

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Memory and context npm Local 1 a week APACHE-2.0
@knowdrive/mcp io.github.recourse-software-inc/knowdrive-mcp

1-click MCP server for KnowDrive — run `npx -y @knowdrive/mcp` to give any MCP client (Claude Desktop, Claude Code, Cursor) memory backed by your KnowDrive KnowDB.

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Browser automation npm Local 1 a week MIT
@kumario/synapse io.github.kumario1/synapse

Real-time coordination for coding agents: contract-level conflict detection before an agent edits, briefings, and team memory.

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Coding agent tools npm Local 1 a week MIT
@memesh/cloud io.github.pcircle-ai/memesh

MeMesh Cloud MCP server — AI memory tools for Claude, Cursor, and other AI agents

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Memory and context npm Local 1 a week MIT
@mingxy/cerebro-mcp-zcode io.github.mingxy-cerebro/cerebro-server-mcp-zcode

Cerebro MCP server for ZCode — 17 memory tools. Auto-reads ~/.config/cerebro/config.json. Use via: npx -y @mingxy/cerebro-mcp-zcode

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Memory and context npm Local 1 a week APACHE-2.0
@raytien/mnema io.github.ray0907/mnema

File-first personal memory layer for AI agents. Markdown is the source of truth; conflicts are recorded with provenance, never auto-deleted.

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Memory and context npm Local 1 a week MIT
@relayctl/mcp io.github.rabdulsal/relay

External working memory for multi-agent systems — MCP server for Relay

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Memory and context npm Local 1 a week MIT
@romandp/context-memory-mcp io.github.romandono/mcp-memory-server

Local SQLite-backed MCP server for AI memory and project context.

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Memory and context npm Local 1 a week MIT
@schist/mcp-server io.github.yibeichan/schist-mcp-server

MCP server for schist: agent-first knowledge graph with git + SQLite

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Git and code hosting npm Local 1 a week MIT
@shokan/engram-mcp io.github.shokan/engram-mcp

Engram MCP server — long-term hybrid-search memory for AI agents

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Memory and context npm Local 1 a week MIT
@streamient/cli io.github.streamient/streamient-cli

Command-line access to Streamient knowledge, memory, projects, and automation

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Memory and context npm Local 1 a week AGPL-3.0
@tomosborne/second-brain-mcp io.github.degendoes/second-brain-mcp

MCP server for Tom Osborne's Second Brain — talk to Tom's voice-cloned AI agent built on 100+ interview answers + 21,000 marketing articles + 15 years of operator memory, from inside Claude Desktop, C

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Memory and context npm Local 1 a week MIT
avvarre io.github.pralhadyadawad/avvarre

Harness the true power of agentic coding. Stop re-explaining context to your AI. Just Avvarre it: persistent memory, 650+ style rules, and self-correcting autopilot loops for autonomous agents.

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Memory and context npm Local 1 a week MIT
beecork-pipe io.github.beecork/beecork-pipe

Claude Code always-on infrastructure — a phone number, a memory, and an alarm clock

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Utilities npm Local 1 a week MIT
cerebralos io.github.cerebralos-org/cerebralos

The most elegant Cognitive OS for AI Agents. Stop saving. Start remembering.

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Memory and context npm Local 1 a week MIT
engineering-mcp io.github.wesley-gomes93/engineering-mcp

Local engineering memory for Cursor — tickets, evidence, time, RCA and daily, from a sentence. No cloud.

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Project management npm Local 1 a week MIT
engramd io.github.macayu17/engram-mcp

MCP server for Engram — self-hostable AI memory layer. Search, add, update, and capture memories from any MCP client.

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Memory and context npm Local 1 a week MIT
graph-context io.github.vidhunnan/graph-context-tool-packages

Index a repository's markdown context stack into a queryable knowledge graph, and serve it to agents over MCP.

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Git and code hosting npm Local 1 a week MIT
hearth-mcp io.github.tushar4059x/hearth-mcp

Hearth MCP server — shared memory tools for AI agents.

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Memory and context npm Local 1 a week MIT
mem-context io.github.meliwat/mem-context

Brain Mode — never fill your context window again. Delegate heavy work to Claude Code subagents with permanent memory (mem-evolved). Your conversation stays at 5-15 messages forever.

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Memory and context npm Local 1 a week MIT
mem-evolved io.github.meliwat/mem-evolved

Memory, session search, and skills for any AI agent. Three-tier memory system extracted from Hermes Agent.

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Memory and context npm Local 1 a week MIT
memdrive io.github.shaantanu314/memdrive

Shareable memory for AI coding agents. Remember, recall, export, and import knowledge across Claude Code and Cursor.

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Memory and context npm Local 1 a week MIT
memory-working-agent io.github.completeideas/memory-working-agent

MWA — Memory Working Agent. A turnkey TS agent runtime built on AWM as an always-on cognitive substrate, so a cheap model conducts, resumes, builds on prior reasoning, and runs long without re-onboard

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Memory and context npm Local 1 a week APACHE-2.0