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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
🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on yo…
Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Mul…
An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together 开源、隐私优先、…
[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…
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) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth au…
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and…
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…
The best-benchmarked open-source AI memory system. And it's free.
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.…
Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent m…
Open-source gym & body-weight tracker, now in the App Store (iPhone + Apple Watch) and as an Android APK. Plan routines, log worko…
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to yo…
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvK…
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
LeanCTX is the Context Gateway for AI Systems. Select task-relevant context, apply supported controls, connect local knowledge and…
《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…
Personal memory across agents
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram,…
Keyboard-first local Markdown notes with Vim motions, diagrams, and MCP integration.
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what ma…
Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.
🦭 A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment | 会记忆、能…
53AI Hub is an open-source AI portal and knowledge base for managing enterprise knowledge, AI agents, prompts, and AI tools, seaml…
🍙 A personal AI agent & local memory hub for all AI agents, gives every AI one shared, fully controlled memory and persistent…
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to yo…
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor d…
The open-source collaboration system for people and AI agents. Share context, coordinate tasks, and work in parallel with your tea…
A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, Lan…
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keyst…
Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, prere…
The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.
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…
An on-device LLM understands your entire life, then proactively offers to get your work done through computer use.
Open-source, local-first Granola/Otter alternative that Claude Code, Codex, Cursor, and any MCP client can query. Meetings, calls,…
Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs an…
Stop letting your work go unnoticed. Meridian keeps an automatic work journal of what you worked on and what you finished, summari…
The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, a…
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you…
Open-source, self-hostable alternative to ChatGPT and NotebookLM — agents, skills, MCP, and cited knowledge in one AI workstatio…
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…
The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, cost telemetry, and p…
🐨 Your agents' cloud — the memory, keys, code, and automations your AI agent keeps, portable across every MCP host.
The open-source collaboration system for people and AI agents. Share context, coordinate tasks, and work in parallel with your tea…
Build your HUMAN.md.
An AI second brain that maintains itself. Full guide, starter vault, agent skills and scripts for a self-organizing knowledge base…
Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume a…
CTX Fit finds the cheapest AI coding setup that reliably works on your repository, then applies the winner as a reviewable change.
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memo…
Prismer Cloud
Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that compounds. Native O…
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to yo…
Ouroboros — self-creating AI agent. Born Feb 16, 2026.
Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent-ready CLI/MCP — edits Markdown on dis…
Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents
SparkWork is a local-first desktop Agent workbench for professional development and complex work. Orchestrate workflows, collabora…
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 316…
Meeting recorder for your Mac with a live AI assistant. On-device transcription, answers from your own docs mid-call. Local-first…
Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement.…
Turn meetings into live agent loops. Record, transcribe, and analyze meetings with real-time AI intelligence — before, during, a…
Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI…
OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what nee…
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI,…
MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transpa…
Permanent memory for AI agents. Single binary, zero dependencies, MCP native.
Lightweight Long-Term Memory for LLM Agents.
Intent-driven workflow orchestration for multi-agent AI development — adaptive lifecycle engine, self-reinforcing knowledge grap…
Your First LLM-Wiki Conversation Knowledge Base
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and…
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keyst…
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…
🚀 JoySafeter: An enterprise AI Agent Platform—Not just chatting. building、running、testing, and tracing autonomous Agent T…
Open-source coding agent memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approac…
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local C…
30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also maintaining quality.
Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted,…
Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud depen…
Turn your workday into structured workflows agents can execute. 100% local, served over MCP.
Governance standard and reference toolset for LLM-maintained knowledge corpora
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evalu…
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and si…
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpath…
A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and portable Agent Skills.
ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
Vestige gives AI agents sharp memory: a local-first Rust MCP server that reaches backward through time to find the quiet change, d…
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、…
The AI-native workspace platform. Projects remember. Agents think. Automations execute. One prompt to production — bug reports &…
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that ne…
Memento MCP: A Knowledge Graph Memory System for LLMs
Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.
MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG k…
Open-source, channel-native agent gateway for Slack. Route team threads to Claude Code, Codex, OpenCode, Docker, HTTP agents, and…
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.