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メモリ・ナレッジのMCPサーバー

97件のサーバー(GitHubスター数順)。

ruflo by ruvnet · ★74702
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
メモリ・ナレッジ
context-mode by mksglu · ★29252
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
メモリ・ナレッジ
Trail-Code by trailhq · ★10034
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
メモリ・ナレッジ
osaurus by osaurus-ai · ★8048
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
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semble by MinishLab · ★6209
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
メモリ・ナレッジ
cortex by cortex-docs · ★3248
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
メモリ・ナレッジ
korean-law-mcp by chrisryugj · ★2710
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify c
メモリ・ナレッジ
x64dbg-mcp-server by duty1g · ★2506
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Conne
メモリ・ナレッジ
kordoc by chrisryugj · ★2452
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markd
メモリ・ナレッジ
ripwire by redhat-et · ★2447
The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then che
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contextplus by forloopcodes · ★1983
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining R
メモリ・ナレッジ
gortex by zzet · ★1901
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via
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cheatengine-mcp-bridge by miscusi-peek · ★1644
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using
メモリ・ナレッジ
rocketmq-rust by mxsm · ★1528
🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI
メモリ・ナレッジ
arkon by nduckmink · ★1493
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills
メモリ・ナレッジ
tradememory-protocol by mnemox-ai · ★1430
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchorin
メモリ・ナレッジ
open-reverselab by LING71671 · ★1262
Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF
メモリ・ナレッジ
solomd by zhitongblog · ★1262
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your va
メモリ・ナレッジ
deja-vu by vshulcz · ★1201
Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and h
メモリ・ナレッジ
agentrq by agentrq · ★1155
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobil
メモリ・ナレッジ
open-ontologies by fabio-rovai · ★1059
Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.
メモリ・ナレッジ
memory-bank-mcp by alioshr · ★920
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
メモリ・ナレッジ
unifi-mcp by sirkirby · ★904
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
メモリ・ナレッジ
projectmem by riponcm · ★865
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that al
メモリ・ナレッジ
memorix by AVIDS2 · ★840
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravit
メモリ・ナレッジ
comfyui-mcp by artokun · ★824
Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs work
メモリ・ナレッジ
context-space by context-space · ★812
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
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storybloq by Storybloq · ★772
Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sess
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codanna by bartolli · ★755
Local code intelligence MCP server and CLI for AI coding agents
メモリ・ナレッジ
swarmvault by swarmclawai · ★717
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's patter
メモリ・ナレッジ
metaharness by ruvnet · ★702
🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loo
メモリ・ナレッジ
obsidian-mcp-server by cyanheads · ★695
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
メモリ・ナレッジ
swarmclaw by swarmclawai · ★690
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegati
メモリ・ナレッジ
FLUJO by mario-andreschak · ★661
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
メモリ・ナレッジ
Overture by SixHq · ★641
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the exe
メモリ・ナレッジ
Corbell by Corbell-AI · ★630
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
メモリ・ナレッジ
haiku.rag by ggozad · ★628
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling pars
メモリ・ナレッジ
Cambium by KimGLee · ★586
Governance standard and reference toolset for LLM-maintained knowledge corpora
メモリ・ナレッジ
multimodal-agents-course by the-ai-merge · ★581
An MCP Multimodal AI Agent with eyes and ears!
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docsagent by docsagent · ★572
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, loca
メモリ・ナレッジ
token-optimizer-mcp by ooples · ★547
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
メモリ・ナレッジ
octocode by Muvon · ★510
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, C
メモリ・ナレッジ
unity-mcp-server by AnkleBreaker-Studio · ★507
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene
メモリ・ナレッジ
caura by caura-ai · ★496
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies
メモリ・ナレッジ
memtrace-public by syncable-dev · ★495
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Her
メモリ・ナレッジ
solon-ai by opensolon · ★463
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It ca
メモリ・ナレッジ
Agenvoy by agenvoy · ★444
Self-hosted 24/7 personal AI agent that runs on your own machine — memory, schedules, tools and credentials stay local. Single Go binary wit
メモリ・ナレッジ
outlook-mcp by ryaker · ★444
MCP server for Claude to access Outlook data via Microsoft Graph API
メモリ・ナレッジ
mcp-local-rag by shinpr · ★415
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero set
メモリ・ナレッジ
mcp-graphql by blurrah · ★408
Model Context Protocol server for GraphQL
メモリ・ナレッジ
Context-Engine by Context-Engine-AI · ★401
Context-Engine MCP - Agentic Context Compression Suite
メモリ・ナレッジ
nextcloud-mcp-server by cbcoutinho · ★384
Nextcloud MCP Server
メモリ・ナレッジ
cross-code-organizer by mcpware · ★383
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memor
メモリ・ナレッジ
AgentRecall-X by Goldentrii · ★371
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
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mcp-documentation-server by andrea9293 · ★343
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •
メモリ・ナレッジ
mcp-logseq by ergut · ★343
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your Lo
メモリ・ナレッジ
Orkas-VideoStudio by Orkas-AI · ★330
Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file.
メモリ・ナレッジ
tw-legal-rag by aa0101181514 · ★328
台灣法律 MCP 伺服器 + CLI(免費、免註冊、免 API key):2,250 萬筆裁判書、行政函釋、憲法法庭裁判,附引用查核。Free Taiwan legal MCP server for Claude/ChatGPT/Codex — bring your own LL
メモリ・ナレッジ
Flare by AlgoNoRhythm · ★311
The graph based agentic IDE
メモリ・ナレッジ
nowledge-mem by nowledge-co · ★301
Memory and context manager just works.
メモリ・ナレッジ
emulo by ohad6k · ★295
Mine your Claude Code and Codex logs into a local you.md agent profile.
メモリ・ナレッジ
codeindex by scheidydude · ★275
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.
メモリ・ナレッジ
YourMemory by sachitrafa · ★270
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
メモリ・ナレッジ
asset-intel-orchestration-engine by Kronova-Intelligent-Systems · ★251
Open-source platform for multi-agent AI orchestration, real-world asset tokenization, workflow automation. Includes OAuth 2.1 MCP agent mana
メモリ・ナレッジ
mcp-victoriametrics by VictoriaMetrics · ★238
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
メモリ・ナレッジ
gograph by ozgurcd · ★229
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, imp
メモリ・ナレッジ
ZotSeek by introfini · ★225
AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private
メモリ・ナレッジ
omega-memory by omega-memory · ★224
Persistent memory for AI coding agents
メモリ・ナレッジ
remnic by joshuaswarren · ★223
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/H
メモリ・ナレッジ
squeez by claudioemmanuel · ★217
Hook-based token compressor for 7 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI, Pi, Hermes). Up to 95% bash compr
メモリ・ナレッジ
MakerAi by gustavoeenriquez · ★214
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Suppor
メモリ・ナレッジ
task-orchestrator by jpicklyk · ★207
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and acto
メモリ・ナレッジ
bear-notes-mcp by vasylenko · ★205
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
メモリ・ナレッジ
mengram by alibaizhanov · ★204
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python &
メモリ・ナレッジ
exstruct by harumiWeb · ★203
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents v
メモリ・ナレッジ
Claude-Patent-Creator by RobThePCGuy · ★199
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, a
メモリ・ナレッジ
notebooklm-mcp by roomi-fields · ★194
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude
メモリ・ナレッジ
piyaz by FrkAk · ★194
The agentic workspace where people and agents work together in the loop.
メモリ・ナレッジ
narsil-mcp by postrv · ★185
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
メモリ・ナレッジ
FirstData by MLT-OSS · ★183
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
メモリ・ナレッジ
claude-historian-mcp by Vvkmnn · ★179
📜 An MCP server for conversation history search and retrieval in Claude Code
メモリ・ナレッジ
omem by ourmem · ★174
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, C
メモリ・ナレッジ
codebadger by qcri · ★174
🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's st
メモリ・ナレッジ
In-Memoria by pi22by7 · ★174
Persistent Intelligence Infrastructure for AI Agents
メモリ・ナレッジ
zettelkasten-mcp by entanglr · ★167
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explo
メモリ・ナレッジ
mcptube by 0xchamin · ★162
Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for
メモリ・ナレッジ
piia-engram by Patdolitse · ★162
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
メモリ・ナレッジ
excalidraw-architect-mcp by BV-Venky · ★159
Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP serve
メモリ・ナレッジ
Ombre-Brain by P0lar1zzZ · ★156
For Claude.
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turbovault by Epistates · ★154
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
メモリ・ナレッジ
pdf-mcp by jztan · ★151
MCP server that lets Claude Code and other AI agents read and search large PDFs, one file or a whole folder: agentic RAG with hybrid semanti
メモリ・ナレッジ
mneme by slow-stack · ★150
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visual
メモリ・ナレッジ
teams-mcp by floriscornel · ★145
MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
メモリ・ナレッジ
openzim-mcp by cameronrye · ★145
OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM fo
メモリ・ナレッジ
spring-ai-playground by spring-ai-community · ★145
Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and us
メモリ・ナレッジ
obsidian-sync-vault-ce by abcamus · ★137
A cloud-first Obsidian vault: zero-space VFS keeps files in your cloud drive, local storage near zero, and 4K video streams on demand. Encry
メモリ・ナレッジ
reshapr by reshaprio · ★135
The open source, no-code MCP Server for AI-Native API Access
メモリ・ナレッジ

よくある質問

ランキングの基準は?

GitHubのスター数と最近の更新状況です。2026年10月15日に更新した公開リポジトリのデータを使っています。

インストール方法は?

多くのサーバーは、クライアントのMCP設定ファイルにnpx・uvx・Dockerのコマンドを追加するだけで使えます。Claude Desktop、Cursor、VS Code向けのガイドで手順を詳しく説明しています。

Claude DesktopにMCPサーバーをインストールする方法(手順解説)
CursorにMCPサーバーをインストールする方法(mcp.jsonガイド)