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Memory & Knowledge MCP Servers

99 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 1035 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
★ 83,590 · TypeScript · today96/100
CowAgentzhayujie100

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

ai-agentai-agentschatgpt-on-wechat
★ 47,674 · Python · today
siyuansiyuan-note100

An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together 开源、隐私优先、…

agentic-aiai-agentknowledge-base
★ 46,992 · TypeScript · today100/100
PDFMathTranslatePDFMathTranslate100

[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
★ 38,028 · Python · today
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
★ 29,943 · TypeScript · today
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
★ 23,073 · Python · today
screenpipescreenpipe100

YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth au…

agentsagiai-memory
★ 22,159 · Rust · today100/100
EverOSEverMind-AI100

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

agent-memoryagentic-aichats
★ 13,704 · Python · yesterday
note-gencodexu100

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

agentai-notesknowledge-base
★ 12,920 · TypeScript · 4 days ago92/100
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
★ 12,180 · TypeScript · today
mempalaceMemPalace97

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

chromadbmemorypython
★ 59,758 · Python · 5 days ago
context-modemksglu97

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

antigravityclaudeclaude-code
★ 32,839 · TypeScript · today93/100
osaurusosaurus-ai97

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

anthropicapple-foundation-modelsapple-intelligence
★ 8,093 · Swift · today87/100
gentle-aiGentleman-Programming96

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent m…

agent-skillsai-agentsai-coding
★ 8,036 · Go · 3 days ago
openGymDuarteSantos894

Open-source gym & body-weight tracker, now in the App Store (iPhone + Apple Watch) and as an Android APK. Plan routines, log worko…

apple-watchbodyweightdocker
★ 16,574 · JavaScript · 2 days ago
Trail-Codetrailhq94

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to yo…

ai-agentsanthropicclaude-code
★ 10,824 · TypeScript · 2 days ago
basic-memorybasicmachines-co94

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

claudeknowledge-managementknowlege-graph
★ 4,362 · Python · 3 days ago87/100
opensquillaTokenRhythm92

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

agentai-agentsdeep-learning
★ 7,093 · Python · today
lean-ctxyvgude91

LeanCTX is the Context Gateway for AI Systems. Select task-relevant context, apply supported controls, connect local knowledge and…

agentic-codingai-agentsai-coding
★ 3,901 · Rust · 3 days ago96/100
ai-agent-bookbojieli90

《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
★ 56,548 · Python · 21 days ago100/100
memUNevaMind-AI90

Personal memory across agents

agent-memoryclaude-skillsharness
★ 14,519 · Python · 21 days ago
moltismoltis-org90

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

ai-agentai-assistantclawdbot
★ 2,916 · Rust · 6 days ago91/100
zennotesZenNotes88

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

electronlocal-firstmarkdown
★ 2,559 · TypeScript · 2 days ago
code-review-graphtirth820587

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
★ 32,411 · Python · 13 days ago100/100
pinvou-agentPinvou87

Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.

ai-agentautomationdesktop-app
★ 2,681 · Rust · 2 days ago
hope-agentshiwenwen87

🦭 A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment | 会记忆、能…

agentai-assistantanthropic
★ 1,860 · Rust · 3 days ago87/100
53AIHub53AI85

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

cozedifyfastgpt
★ 4,334 · Go · 21 days ago
memmy-agentMemTensor85

🍙 A personal AI agent & local memory hub for all AI agents, gives every AI one shared, fully controlled memory and persistent…

agentagentic-aiai-agents
★ 2,149 · TypeScript · 2 days ago
Grafttrailhq84

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to yo…

ai-agentsanthropicclaude-code
★ 9,867 · TypeScript · 19 days ago
solomdzhitongblog84

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

androidautogitbyok
★ 1,395 · TypeScript · 2 days ago
openmeldamplifthq81

The open-source collaboration system for people and AI agents. Share context, coordinate tasks, and work in parallel with your tea…

agent-client-protocolagent-orchestrationagent-skills
★ 1,400 · TypeScript · 2 days ago
agent_learningHaozhe-Xing81

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

agent-learningagentic-workflowai-agent
★ 622 · HTML · 6 days ago
cauracaura-ai81

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keyst…

agent-memoryagentic-aiai-agents
★ 506 · Python · 2 days ago
nautilus-compasschunxiaoxx80

Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, prere…

a2aagent-memoryagentic-ai
★ 1,254 · Python · 3 days ago
llm-wiki-compileratomicstrata78

The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

agent-skillsai-agentscli
★ 2,218 · TypeScript · 10 days ago91/100
Yuxixerrors77

可私有部署的多租户知识智能体平台:统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理…

agentic-ragai-agentsdeepagents
★ 6,592 · Python · 2 mo ago
sentient-osSentient-OS-Labs77

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

ai-agentsintelligence-layerknowledge-base
★ 653 · Swift · 2 days ago
minutessilverstein76

Open-source, local-first Granola/Otter alternative that Claude Code, Codex, Cursor, and any MCP client can query. Meetings, calls,…

agent-skillsclaudemeeting-notes
★ 1,543 · Rust · 18 days ago81/100
squadradagoSte75

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs an…

agent-orchestrationagent-skillsagentic-coding
★ 805 · Python · 2 days ago
meridianMeridiona74

Stop letting your work go unnoticed. Meridian keeps an automatic work journal of what you worked on and what you finished, summari…

agentsai-memorychatgpt
★ 401 · Rust · 5 days ago
CyberStrikeAIEd1s0nZ73

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

ai-agentsai-cybersecurityai-hacking
★ 6,083 · Go · 2 mo ago
agentrqagentrq73

AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you…

acp-clientacp-gatewayagentic-ai
★ 1,162 · Go · 11 days ago
SourceWeftSourceWeft73

Open-source, self-hostable alternative to ChatGPT and NotebookLM — agents, skills, MCP, and cited knowledge in one AI workstatio…

agentic-aiagentic-ragagents
★ 331 · TypeScript · 2 days ago
chubbyskillschubbyguan72

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 14 个 AI Skill:图…

agent-skillsai-agentsbilibili
★ 1,284 · Python · 16 days ago
CitadelSethGammon72

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

agent-orchestrationagent-workflowai-agents
★ 924 · JavaScript · 16 days ago
kodykentcdodds71

🐨 Your agents' cloud — the memory, keys, code, and automations your AI agent keeps, portable across every MCP host.

agentsai-assistantcloudflare-workers
★ 769 · TypeScript · 18 days ago
opentagamplifthq70

The open-source collaboration system for people and AI agents. Share context, coordinate tasks, and work in parallel with your tea…

agent-client-protocolagent-orchestrationagent-skills
★ 1,358 · TypeScript · 15 days ago
personal-modelIntuition-Lab70

Build your HUMAN.md.

agent-memorylocal-firstmacos
★ 1,327 · Python · 13 days ago
second-brain-osundefined-ui70

An AI second brain that maintains itself. Full guide, starter vault, agent skills and scripts for a self-organizing knowledge base…

agent-skillsai-agentsclaude
★ 1,142 · HTML · 16 days ago
storybloqStorybloq70

Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume a…

agentic-developmentai-developmentanthropic
★ 782 · TypeScript · 11 days ago
ctxstevesolun70

CTX Fit finds the cheapest AI coding setup that reliably works on your repository, then applies the winner as a reviewable change.

agentsai-agentsanthropic
★ 589 · Python · 15 days ago
opensquillaopensquilla69

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

agentai-agentsdeep-learning
★ 6,827 · Python · 1 mo ago87/100
macromacro-inc69

Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memo…

agentai-agentsall-in-one
★ 4,145 · Rust · 1 mo ago87/100
PrismerCloudPrismer-AI69

Prismer Cloud

agent-communicationagent-memoryai-agents
★ 1,386 · TypeScript · 15 days ago
pi-llm-wikizosmaai69

Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that compounds. Native O…

ai-memoryinteroperabilitykarpathy
★ 616 · TypeScript · 9 days ago
GraftNanoNets68

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to yo…

ai-agentsanthropicclaude-code
★ 4,773 · TypeScript · 2 mo ago
ouroborosrazzant67

Ouroboros — self-creating AI agent. Born Feb 16, 2026.

agentic-aiai-agentai-agents
★ 1,244 · Python · 1 mo ago
matryca-plumberMarcoPorcellato67

Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent-ready CLI/MCP — edits Markdown on dis…

agentic-memoryai-agentsandrej-karpathy
★ 100 · Python · 3 days ago
iweiwe-org65

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

ai-agentsai-memorycli
★ 1,606 · Rust · 2 mo ago83/100
spark-agentalexanderizh65

SparkWork is a local-first desktop Agent workbench for professional development and complex work. Orchestrate workflows, collabora…

agent-workflowai-agentai-assistant
★ 122 · TypeScript · 3 days ago
byterover-clicampfirein64

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

agentautonomous-agentscli
★ 4,954 · TypeScript · 4 mo ago45/100
tradememory-protocolmnemox-ai64

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

agentic-tradingai-agentsaudit-trail
★ 1,420 · Python · 1 mo ago75/100
Parrotturantekin63

Meeting recorder for your Mac with a live AI assistant. On-device transcription, answers from your own docs mid-call. Local-first…

ai-assistantcall-recordingclaude
★ 121 · Swift · 13 days ago
haftm0n0x41d62

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

ai-agentsai-codinganthropic
★ 1,387 · Go · 2 mo ago74/100
call.mdvideo-db62

Turn meetings into live agent loops. Record, transcribe, and analyze meetings with real-time AI intelligence — before, during, a…

agentic-aiagentic-workflowmeeting
★ 1,148 · TypeScript · 2 mo ago
axonharshkedia17761

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
★ 813 · Python · 2 mo ago
openloomimelandlabs59

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
★ 1,037 · TypeScript · 1 mo ago
memorixAVIDS258

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI,…

agent-memoryai-codingantigravity
★ 707 · TypeScript · 1 mo ago
MindOSGeminiLight58

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

agentcontextknowledge-base
★ 677 · TypeScript · 1 mo ago
icmrtk-ai58

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

ai-agentsclaude-codeexperimental
★ 547 · Rust · 2 mo ago
LycheeMemLycheeMem57

Lightweight Long-Term Memory for LLM Agents.

agent-memoryai-memoryai-memory-system
★ 1,096 · Python · 2 mo ago
maestro-flowcatlog2257

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

ai-agentsclaude-codecli
★ 540 · TypeScript · 2 mo ago
beever-atlasBeever-AI57

Your First LLM-Wiki Conversation Knowledge Base

agent-memoryagentsdiscord-bot
★ 451 · Python · 1 mo ago
arkonnduckmink56

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
★ 1,501 · Python · 4 mo ago42/100
caura-memclawcaura-ai56

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keyst…

agent-memoryagentic-aiai-agents
★ 430 · Python · 2 mo ago
ai-localbaseveyliss56

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
★ 380 · Go · 1 mo ago
JoySafeterjd-opensource56

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

a2aagentagent-platform
★ 300 · Python · 2 mo ago
projectmemriponcm55

Open-source coding agent memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approac…

agent-memoryai-agentsai-memory
★ 787 · Python · 2 mo ago
sandbase-harnesssandbaseai55

Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local C…

agent-harnessagent-observabilityagent-plugin
★ 641 · TypeScript · 1 mo ago
graymatterangelnicolasc55

30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also maintaining quality.

agent-memoryai-agentsai-tools
★ 462 · Go · 2 mo ago
omnifajarhide54

Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted,…

agentic-aiai-agentsantigravity
★ 354 · Rust · 2 mo ago
MemoMind24kchengYe53

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
★ 689 · Python · 2 mo ago
activity-framesnossa-y53

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

agent-memoryai-agentscomputer-use
★ 540 · Python · 2 mo ago
CambiumKimGLee52

Governance standard and reference toolset for LLM-maintained knowledge corpora

agentic-workflowsai-agentsauditability
★ 634 · Python · 1 mo ago
LLM-Agents-Ecosystem-Handbookoxbshw52

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

ai-agentai-agentsfine-tuning
★ 542 · Python · 4 mo ago
YourMemorysachitrafa52

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

agent-memoryai-agentsclaude
★ 269 · Python · 1 mo ago
halofyhalofyai50

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and si…

access-controlagent-governanceagent-memory
★ 420 · TypeScript · 2 mo ago
swarmvaultswarmclawai49

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
★ 731 · TypeScript · 4 mo ago
PetrichorCiao101949

A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and portable Agent Skills.

agent-skillsai-agentblog
★ 153 · TypeScript · 1 mo ago
ApeRAGapecloud48

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

agentscontext-engineeringgraphrag
★ 1,305 · Python · 6 mo ago
vestigesamvallad3348

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 · 3 mo ago
ai-agent-teampeterfei47

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
★ 428 · JavaScript · 4 mo ago
taskadetaskade47

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

ai-agentsai-app-builderautomation
★ 65 · 1 mo ago
ainativelangsbhooley45

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
★ 674 · Python · 4 mo ago
memento-mcpgannonh42

Memento MCP: A Knowledge Graph Memory System for LLMs

claude-desktopcursorknowledge-graph
★ 425 · TypeScript · 12 mo ago
mcp-apple-notesRafalWilinski42

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

claude
★ 407 · TypeScript · 22 mo ago
DocSentinelarthurpanhku37

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

ai-agentcompliancedocument-parsing
★ 98 · Python · 3 mo ago
OpenTaglinxidnju32

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

agent-gatewayai-agentsautomation
★ 499 · JavaScript · 3 mo ago
shadowghostwright26

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

accessibilityai-agentsapple-silicon
★ 84 · Swift · 7 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.

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