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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
🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on yo…
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-…
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data…
🔥 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。
YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ a…
Personal memory across agents
Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% to…
《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…
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and…
53AI Hub is an open-source AI portal and knowledge base for managing enterprise knowledge, AI agents, prompts, and AI tools, seaml…
The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, a…
The best-benchmarked open-source AI memory system. And it's free.
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what ma…
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces r…
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity.…
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvK…
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram,…
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
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…
Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement.…
Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents
Keyboard-first local Markdown notes with Vim motions, diagrams, and MCP integration.
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 316…
Macro is a unified interface for email, messages, tasks, calls, agents, pull requests, docs, crm — linked together with shared A…
🦭 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 |…
Serverless, 100% free, and open-source Evernote alternative on Cloudflare with native MCP | 无需服务器、0费用、原生支…
The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, cost telemetry, and p…
[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…
Build your HUMAN.md.
🚀 JoySafeter: An enterprise AI Agent Platform—Not just chatting. building、running、testing, and tracing autonomous Agent T…
OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what nee…
MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transpa…
Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node…
Prismer Cloud
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor d…
Permanent memory for AI agents. Single binary, zero dependencies, MCP native.
Intent-driven workflow orchestration for multi-agent AI development — adaptive lifecycle engine, self-reinforcing knowledge grap…
Your First LLM-Wiki Conversation Knowledge Base
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails…
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
🍙 A personal AI agent & local memory hub for all AI agents like Claude Code, Codex, OpenClaw and Hermes Agent. Gives every AI o…
Your assistant's home — the memory, keys, code, and automations your AI agent keeps, portable across every MCP host. Built on Cl…
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…
A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, Lan…
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…
Turn your workday into structured workflows agents can execute. 100% local, served over MCP.
An on-device LLM understands your entire life, then proactively offers to get your work done through computer use.
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.
Vestige gives AI agents sharp memory: a local-first Rust MCP server that reaches backward through time to find the quiet change, d…
Local-first AI coding memory for AI agents. Records issues, attempts, fixes and decisions, then warns your agent before it repeats…
Lightweight Long-Term Memory for LLM Agents.
Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud depen…
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and…
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evalu…
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、…
ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpath…
MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG k…
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that ne…
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…
Open-source, channel-native agent gateway for Slack. Route team threads to Claude Code, Codex, OpenCode, Docker, HTTP agents, and…
Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI…
The AI-native workspace platform. Projects remember. Agents think. Automations execute. One prompt to production — bug reports &…
Memento MCP: A Knowledge Graph Memory System for LLMs
Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.
Your computer was paying attention the whole time. 14-modality capture. Proactive intelligence. Computer-use training data. Native…
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.