Memory and context MCP servers

4,040 servers

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

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memosaver io.github.akufikri/memosaver

Local-first persistent memory and session continuity MCP server for AI agents

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Memory and context npm Local 1 a week MIT
memrig io.github.riggdai/memrig

SQLite memory brain for AI coding assistants — per-user + shared memory via MCP

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Coding agent tools npm Local 1 a week MIT
n8n-nodes-studiomeyer-memory io.github.studiomeyer-io/n8n-nodes-studiomeyer-memory

n8n community node for StudioMeyer Memory — long-term AI memory with knowledge graph, semantic search, entity tracking, and session continuity. 56 tools via MCP (incl. interactive 3D knowledge graph v

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Workflow automation npm Local 1 a week MIT
neutrally io.github.neutrally/neutrally

Neutrally — AI conversation memory for your editor. Search and recall your chat history from VS Code, Cursor, and Claude Code.

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Memory and context npm Local 1 a week MIT
odb-echograph io.github.all-for-one-tech/odb-echograph

Unified AI coding agent with MCP integration for Claude, VS Code, and Kiro IDE. Features persistent knowledge graph via OverdriveDB, token compression (60-80%), multi-model switching, and shared/indep

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Developer tools npm Local 1 a week MIT
paperclip-plugin-holographic-memory io.github.ukint-vs/paperclip-plugin-holographic-memory

Paperclip recall plugin with an isolated holographic SQLite memory store.

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Memory and context npm Local 1 a week MIT
retrace-mcp io.github.lammertw/retrace-mcp

AI work journal — automatic memory for coding agents. Local SQLite, zero config.

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Coding agent tools npm Local 1 a week MIT
saripati io.github.kyouscireul/saripati

Local-first, provider-agnostic MCP knowledge vault + research capture. Give any AI host a persistent, compounding memory.

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Memory and context npm Local 1 a week MIT
suture-mcp io.github.suture-lab/suture-mcp

Persistent structured memory for AI agents — MCP-native, zero infra

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Memory and context npm Local 1 a week MIT
timps-mcp io.github.sandeeprdy1729/timps-timps-mcp

MCP server for TIMPS — persistent memory, contradiction detection, bug patterns, burnout monitoring, and 17 more tools for Claude Code, Cursor, and Windsurf

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Memory and context npm Local 1 a week MIT
tzolk io.github.angelsalinast/agent-pm

Tzolk'in — agent-native, multi-tenant project manager + persistent memory for Claude Code. A 2D board (SDLC phase × kanban status) driven by a token-cheap CLI, with organizations & roles, MCP, and a l

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Memory and context npm Local 1 a week MIT
engram-kv-mcp io.github.infraax/engram

TypeScript client for ENGRAM session memory MCP server. KV cache fingerprinting for persistent cross-session LLM memory.

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Memory and context npm Local 3 a week APACHE-2.0
vipune io.github.randomm/vipune

A minimal memory layer for AI agents

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Memory and context crates.io Local
agent-knowledge-protocol io.github.patacka/akp

Agent Knowledge Protocol — decentralised, peer-reviewed knowledge graph for AI agents

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Memory and context npm Local 4 a week MIT
agent-recall io.github.thezenmonster/agent-recall

Your AI coding assistant forgets everything between sessions. Fix it in one command.

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Coding agent tools npm Local 4 a week MIT
@sockeye44/better-memory-mcp io.github.sockeye44/better-memory-mcp

Enhanced MCP server for enabling memory for Claude through a knowledge graph with semantic search, temporal tracking, confidence scores, and entity management

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Memory and context npm Local MIT
c4-memory io.github.seraphim-labs/c4-memory

Persistent memory for Claude Code - Give Claude a brain that remembers and evolves. Features AIME compression, semantic search, auto-learning, memory evolution, and usefulness tracking.

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Memory and context npm Local 15 a week MIT
mcp-local-memory io.github.nicksmet/mcp-local-memory

Lightweight MCP memory server with sqlite-based vector search and context tagging

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Memory and context npm Local 4 a week MIT
mcp-mindfull-memory io.github.caffelento/mcp-mindfull-memory

MCP server that writes memory files with user approval before saving

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Memory and context npm Local 2 a week ISC
mnemo-mcp io.github.sattyamjjain/mnemo

MCP server interface for Mnemo memory database

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Databases crates.io Local
@iflow-mcp/evilander-audrey io.github.evilander/audrey-0tpsg9

Biological memory architecture for AI agents - encode, consolidate, and recall memories with confidence decay, contradiction detection, and causal graphs

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Memory and context npm Local 3 a week MIT
@ontogent/mcp-server io.github.ntalbert/intelligence-layer

MCP server for Ontogent — connects Claude, Cursor, and other AI tools to your brand knowledge graph

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Memory and context npm Local 1 a week MIT
rudof_mcp io.github.rudof-project/rudof-876g33

RDF and Knowledge Graphs processing tool

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Memory and context crates.io Local
@ginopoitier/memory-mcp io.github.ginopoitier/claude-plugins-memory-mcp

MCP server for memory-kit — intelligent memory management for Claude Code with semantic search, deduplication, and health monitoring.

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Memory and context npm Local 3 a week MIT
contox-mcp io.github.takinggg/contox-plugin

Contox MCP server — give Claude persistent context memory

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

Lightweight Knowledge Graph for AI-Assisted Development

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Memory and context crates.io · Go modules Local
devmcp-context io.github.kushal1o1/devmcp-context

Structured AI memory layer - single source of truth for what your agent knows :)

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Memory and context PyPI Local
milk-mcp io.github.donkitchen/milk-mcp

Remember The Milk MCP server for Claude Code — project-scoped task management and session memory

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Memory and context npm Local 4 a week MIT
@bambushu/scar io.github.bambushu/scar

Failure memory for AI agents - briefing hooks + optional MCP server

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Memory and context npm Local 1 a week MIT
ccx-mem io.github.remote1993/ccx-mem

Persistent memory system for Claude Code and Codex CLI

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Memory and context npm Local 1 a week AGPL-3.0
memory-pulse-mcp-server io.github.jiahuidegit/memory-mcp-server-51mw2r

Memory Pulse - 精准、结构化的 AI 上下文记忆系统 MCP Server

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Memory and context npm Local 3 a week MIT
smart-agent-workflow-mcp io.github.vjrivmon/smart-agent-workflow-mcp

The only MCP that enforces tests before merge. Full-cycle development automation with testing gates, workflow orchestration, knowledge graph memory, and context health tracking.

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Memory and context npm Local 17 a week MIT
@gpriday/memory-mcp io.github.gregpriday/memory-mcp

A memory MCP server backed by Turso (libSQL) with OpenAI embeddings and LLM-powered query generation

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

MCP server for Persista - AI Memory Infrastructure + Multi-Agent Coordination. Give your AI persistent memory across sessions and coordinate multiple agents.

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Memory and context npm Local 19 a week MIT
@nish_ntr/chat-memory-mcp io.github.nishntr/chat-memory

MCP server to search and retrieve VS Code Copilot Chat history with AI-powered summarization. Access your cross-workspace conversation history from any AI agent.

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Communication and chat npm Local 9 a week MIT
@repokit-live/repokit io.github.ageofia/repokit

Intelligent MCP server for LLM context management — progressive disclosure, dependency graphs, relevance ranking

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Developer tools npm Local 6 a week AGPL-3.0-ONLY
fullerenes io.github.codebreaker77/fullerenes-cli

Local-first CLI and MCP server for codebase knowledge graphs

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Developer tools npm Local 1 a week MIT
arete-mcp-server io.github.gustavofjordao021/arete-ai

MCP server for Arete portable AI identity - makes Claude Desktop remember who you are

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Memory and context npm Local 16 a week MIT
ITHZ MCP dev.ithz/ithz-mcp

Local deterministic project memory for AI agents with context packs, gates and checkpoints.

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Memory and context Official MCP Registry · PyPI Local
Contextual io.github.Contextual-Laboratories/contextual

Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.

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Coding agent tools Official MCP Registry Local
Verifiable Memory io.github.Mars-proj/verifiable-memory

Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

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Memory and context Official MCP Registry · PyPI Local
Void Os io.github.demos-ra/void-os

Memory for AI agents: a data bank of MTSV relations, read through one tool.

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Memory and context Official MCP Registry Local
CogniRelay io.github.stef-k/cognirelay

Self-hosted agent continuity server with bounded, recoverable memory and restart orientation.

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Memory and context Official MCP Registry Remote
gjalla io.gjalla/mcp-server

Self-curating shared memory that keeps your agents working like a high-performing team

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Memory and context Official MCP Registry Local
@nicavcrm/memory-bank-mcp io.github.nicavcrm/memory-bank-mcp

Memory Bank MCP Server with VAN, PLAN, CREATIVE, IMPLEMENT, and REFLECT+ARCHIVE modes

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Memory and context npm Local MIT
@patrick-rodgers/claude-onedrive-memory io.github.patrick-rodgers/claude-onedrive-memory

Persistent memory for Claude using OneDrive - MCP server with resources

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Memory and context npm Local 8 a week MIT
hyphae-intel io.github.dgtise25/hyphae

Code intelligence MCP server — turns your repos into a self-learning knowledge graph for Claude Code

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Developer tools npm Local 1 a week MIT
@recallnet/mcp io.github.recallnet/js-recall-mcp

Recall Model Context Protocol (MCP) server and command line tool

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Memory and context npm Local MIT-OR-APACHE-2.0