HomeMCP Servers › Memory & Knowledge

Memory & Knowledge MCP Servers

68 Memory & Knowledge MCP servers, ranked by MCP Score. Every card links to a full profile — stars, language, commit activity, health score and related projects — refreshed daily.

Live data · Updated daily · part of 700 MCP servers analyzed

lobehublobehub100

🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on yo…

agentagent-collaborationagent-harness
★ 81,120 · TypeScript · today96/100
CowAgentzhayujie100

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-…

ai-agentai-agentschatgpt-on-wechat
★ 46,276 · Python · yesterday
FastGPTlabring100

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data…

agentclaudedeepseek
★ 29,229 · TypeScript · 3 days ago
MaxKB1Panel-dev100

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

agentagentic-aichatbot
★ 22,365 · Python · yesterday
screenpipescreenpipe100

YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ a…

agentsagiai-memory
★ 20,690 · Rust · today96/100
memUNevaMind-AI100

Personal memory across agents

agent-memoryclaude-skillsharness
★ 14,231 · Python · 3 days ago
note-gencodexu100

Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.

agentai-notesknowledge-base
★ 12,436 · TypeScript · yesterday92/100
MemOSMemTensor100

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% to…

agentagentic-aiai-agents
★ 10,546 · TypeScript · 3 days ago
ai-agent-bookbojieli97

《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按…

agentagent-memoryai-agent
★ 29,868 · Python · today100/100
EverOSEverMind-AI97

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and…

agent-memoryagentic-aichats
★ 11,769 · Python · 3 days ago
53AIHub53AI96

53AI Hub is an open-source AI portal and knowledge base for managing enterprise knowledge, AI agents, prompts, and AI tools, seaml…

cozedifyfastgpt
★ 4,947 · TypeScript · 3 days ago
CyberStrikeAIEd1s0nZ95

The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, a…

ai-agentsai-cybersecurityai-hacking
★ 5,471 · Go · 3 days ago
mempalaceMemPalace94

The best-benchmarked open-source AI memory system. And it's free.

chromadbmemorypython
★ 57,988 · Python · today
code-review-graphtirth820594

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what ma…

ai-codingclaudeclaude-code
★ 28,059 · Python · yesterday100/100
context-modemksglu94

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces r…

antigravityclaudeclaude-code
★ 19,566 · TypeScript · yesterday93/100
osaurusosaurus-ai94

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity.…

anthropicapple-foundation-modelsapple-intelligence
★ 7,459 · Swift · today87/100
basic-memorybasicmachines-co93

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvK…

claudeknowledge-managementknowlege-graph
★ 3,556 · Python · yesterday87/100
moltismoltis-org90

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram,…

ai-agentai-assistantclawdbot
★ 2,804 · Rust · 2 days ago91/100
opensquillaopensquilla89

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

agentai-agentsdeep-learning
★ 6,467 · Python · 2 days ago87/100
ruoyi-aiageerle88

面向企业级市场的一站式AI应用开发框架,支持多厂商大模型统一接入与管理,具备安全可控的企…

agentknowledge
★ 5,525 · Java · 17 days ago97/100
haftm0n0x41d85

Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement.…

ai-agentsai-codinganthropic
★ 1,375 · Go · yesterday58/100
iweiwe-org85

Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents

ai-agentscligtd
★ 1,352 · Rust · today88/100
zennotesZenNotes83

Keyboard-first local Markdown notes with Vim motions, diagrams, and MCP integration.

electronlocal-firstmarkdown
★ 2,223 · TypeScript · today
tradememory-protocolmnemox-ai83

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 316…

agentic-tradingai-agentsaudit-trail
★ 1,402 · Python · 4 days ago79/100
macromacro-inc82

Macro is a unified interface for email, messages, tasks, calls, agents, pull requests, docs, crm — linked together with shared A…

agentai-agentsall-in-one
★ 710 · Rust · today
hope-agentshiwenwen81

🦭 会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 |…

agentai-assistantanthropic
★ 1,340 · Rust · today87/100
edgeevertianma-if80

Serverless, 100% free, and open-source Evernote alternative on Cloudflare with native MCP | 无需服务器、0费用、原生支…

cloudflarecloudflare-d1cloudflare-r2
★ 733 · TypeScript · yesterday
CitadelSethGammon79

The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, cost telemetry, and p…

agent-orchestrationagent-workflowai-agents
★ 808 · JavaScript · today
PDFMathTranslatePDFMathTranslate78

[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双…

chinesedocumentedit
★ 35,907 · Python · 2 mo ago
personal-modelIntuition-Lab78

Build your HUMAN.md.

agent-memorylocal-firstmacos
★ 1,310 · Python · 2 days ago
JoySafeterjd-opensource78

🚀 JoySafeter: An enterprise AI Agent Platform—Not just chatting. building、running、testing, and tracing autonomous Agent T…

a2aagentagent-platform
★ 299 · Python · 4 days ago
openloomimelandlabs77

OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what nee…

agentattention-agentclaw
★ 750 · TypeScript · yesterday
MindOSGeminiLight77

MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transpa…

agentcontextknowledge-base
★ 657 · TypeScript · 6 days ago
ctxstevesolun77

Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node…

agentsai-agentsanthropic
★ 567 · Python · 2 days ago
PrismerCloudPrismer-AI76

Prismer Cloud

agent-communicationagent-memoryai-agents
★ 1,415 · TypeScript · yesterday
solomdzhitongblog76

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor d…

androidautogitbyok
★ 660 · TypeScript · yesterday
icmrtk-ai76

Permanent memory for AI agents. Single binary, zero dependencies, MCP native.

ai-agentsclaude-codeexperimental
★ 511 · Rust · 5 days ago
maestro-flowcatlog2276

Intent-driven workflow orchestration for multi-agent AI development — adaptive lifecycle engine, self-reinforcing knowledge grap…

ai-agentsclaude-codecli
★ 495 · TypeScript · 2 days ago
beever-atlasBeever-AI75

Your First LLM-Wiki Conversation Knowledge Base

agent-memoryagentsdiscord-bot
★ 435 · Python · yesterday
caura-memclawcaura-ai75

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails…

agent-memoryagentic-aiai-agents
★ 403 · Python · yesterday
byterover-clicampfirein74

ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)

agentautonomous-agentscli
★ 4,930 · TypeScript · 1 mo ago45/100
memmy-agentMemTensor74

🍙 A personal AI agent & local memory hub for all AI agents like Claude Code, Codex, OpenClaw and Hermes Agent. Gives every AI o…

agentagentic-aiai-agents
★ 523 · TypeScript · 3 days ago
kodykentcdodds74

Your assistant's home — the memory, keys, code, and automations your AI agent keeps, portable across every MCP host. Built on Cl…

agentsai-assistantcloudflare-workers
★ 414 · TypeScript · today
ai-localbaseveyliss74

一个本地优先的AI知识库系统(RAG),用于把本地文档接入辅导搜索与大模型对话流程。目前支持md…

goknowledge-baseollama
★ 359 · Go · 2 days ago
agent_learningHaozhe-Xing74

A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, Lan…

agent-learningagentic-workflowai-agent
★ 352 · HTML · 2 days ago
omnifajarhide73

Noise-canceling context and long-term memory for your AI agent. Stop paying Claude to read 10,000 lines of terminal noise like a h…

ai-agentsantigravityclaude-code
★ 317 · Rust · today
activity-framesnossa-y72

Turn your workday into structured workflows agents can execute. 100% local, served over MCP.

agent-memoryai-agentscomputer-use
★ 445 · Python · yesterday
sentient-osSentient-OS-Labs72

An on-device LLM understands your entire life, then proactively offers to get your work done through computer use.

ai-agentsintelligence-layerknowledge-base
★ 401 · Swift · 7 days ago
YourMemorysachitrafa71

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

agent-memoryai-agentsclaude
★ 261 · Python · yesterday
mexmex-memory70

Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

claude-codeclaude-code-skillscli-tool
★ 1,327 · TypeScript · 9 days ago75/100
vestigesamvallad3370

Vestige gives AI agents sharp memory: a local-first Rust MCP server that reaches backward through time to find the quiet change, d…

ai-memoryclaudecognitive-science
★ 588 · Rust · 13 days ago
projectmemriponcm68

Local-first AI coding memory for AI agents. Records issues, attempts, fixes and decisions, then warns your agent before it repeats…

agent-memoryai-agentsai-memory
★ 362 · Python · 2 days ago
LycheeMemLycheeMem65

Lightweight Long-Term Memory for LLM Agents.

agent-memoryai-memoryai-memory-system
★ 1,163 · Python · 17 days ago
MemoMind24kchengYe62

Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud depen…

agent-memoryclaude-codelocal-first
★ 697 · Python · 23 days ago
arkonnduckmink61

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and…

enterprise-aiknowledge-base-embeddingsknowledge-based-systems
★ 1,094 · Python · 2 mo ago
LLM-Agents-Ecosystem-Handbookoxbshw58

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evalu…

ai-agentai-agentsfine-tuning
★ 540 · Python · 1 mo ago
ai-agent-teampeterfei57

AI Agent Team-拥有24/7专业AI开发团队:产品经理、前端开发、后端开发、测试工程师、DevOps工程师、…

24886ai-agentsclaude-code
★ 412 · JavaScript · 1 mo ago
ApeRAGapecloud56

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

agentscontext-engineeringgraphrag
★ 1,291 · Python · 3 mo ago
swarmvaultswarmclawai56

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpath…

agent-memoryai-agentsclaude-code
★ 636 · TypeScript · 1 mo ago
DocSentinelarthurpanhku56

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG k…

ai-agentcompliancedocument-parsing
★ 98 · Python · 10 days ago
ainativelangsbhooley54

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that ne…

agent-orchestrationai-agentsai-native-language
★ 755 · Python · 1 mo ago
chubbyskillschubbyguan54

把中文全渠道内容(抖音 / B站 / 小红书 / 公众号 / X / 播客)采集进个人知识库的 13 个 AI Skill:图…

agent-skillsai-agentschinese
★ 585 · Python · 1 mo ago
OpenTaglinxidnju53

Open-source, channel-native agent gateway for Slack. Route team threads to Claude Code, Codex, OpenCode, Docker, HTTP agents, and…

agent-gatewayai-agentsautomation
★ 573 · JavaScript · 24 days ago
axonharshkedia17747

Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI…

claude-codecode-analysiscode-intelligence
★ 725 · Python · 4 mo ago
taskadetaskade43

The AI-native workspace platform. Projects remember. Agents think. Automations execute. One prompt to production — bug reports &…

ai-agentsai-app-builderautomation
★ 60 · 1 mo ago
memento-mcpgannonh42

Memento MCP: A Knowledge Graph Memory System for LLMs

claude-desktopcursorknowledge-graph
★ 425 · TypeScript · 9 mo ago
mcp-apple-notesRafalWilinski42

Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.

claude
★ 407 · TypeScript · 19 mo ago
shadowghostwright31

Your computer was paying attention the whole time. 14-modality capture. Proactive intelligence. Computer-use training data. Native…

accessibilityai-agentsapple-silicon
★ 75 · Swift · 4 mo ago

MCP Score = activity (40: pushed within 7/30/90/180 days) + popularity (30: log of stars) + community (20: log of forks) + maturity (10: repo age). Deterministic, computed from public GitHub data at every refresh.

← All MCP server categories