ベスト&人気の MCP サーバー

カテゴリ、インストールガイド、ソースで比較できます。

110
110
ZZ
zensystemai/zengram
Developer tools

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

59 055
LL
logisky/logisheets-mcp
Developer tools

give your AI agent a spreadsheet it can actually think in: deterministic Excel-compatible math + structured memory (blocks), real .xlsx out. Open source, self-hostable.

33 055
SM
sdimitrov/mcp-memory
Developer tools

This server implements long-term memory capabilities for AI assistants using mem0 principles, powered by PostgreSQL with pgvector for efficient vector similarity search.

63 055
8M
8421bit/miniclaw
Developer tools

🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception, Memory Apoptosis, and a Curiosity Drive.

129 055
NO
ncz-os/mnemos
Developer tools

Production-grade memory operating system for agentic AI. Interoperates with every major framework via MCP, OpenAI-compatible gateway, and native /v1/* REST — Claude Code, OpenClaw, ZeroClaw, Hermes,...

31 055
YM
yuvalsuede/memory-mcp
Developer tools

- — Every memory save commits your entire project. Roll back anytime. - — CLAUDE.md loads instantly, deep store searchable mid-conversation.

98 055
CD
ctxr-dev/llm-wiki-memory
Developer tools

Claude Code, Cursor, Codex, and every other MCP client forget everything when a session ends. LLM Wiki Memory fixes that: it captures your conversations, compiles them into durable project knowledge...

126 055
EU
edihasaj/universal-memory-protocol
Developer tools

Universal Memory Protocol (UMP) - an open standard for agent memory. The third interop layer beside MCP (tools) and A2A (coordination).

33 055
NS
nicknisi/sessions
Developer tools

Search and memory across your AI coding sessions — one index over Claude Code, Codex, and Pi. Fuzzy-find and resume from the CLI, give agents recall via MCP, and get usage reports.

32 055
TM
thewinci/mimirs
Developer tools

Local MCP server that gives AI coding agents persistent, searchable memory of your codebase

30 055
GC
gambletan/cortex
Developer tools

Memory for AI agents that never leaves your device. Local-first, end-to-end-encrypted, zero-telemetry memory engine (Rust, MCP) — gives Claude & any MCP client persistent cross-session memory.

33 055
NN
novyxlabs/novyx-mcp
Developer tools

MCP tools for Novyx governed actions, shared memory, audit, rollback, and evidence workflows.

30 055
LL
lna-lab/distill-kura
Developer tools

蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.

47 055
FO
fxa3bah/onebrain
Developer tools

Unify every AI agent on ONE local shared memory over MCP. Obsidian vault + gbrain (by Garry Tan) + Ollama. 100% offline, $0 API. Orchestrate with OpenClaw or Hermes.

48 055
OE
oomkapwn/enquire-mcp
Developer tools

The #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.

33 055
TA
thebnbrkr/agora-code
Developer tools

Persistent memory and codebase intelligence for AI coding agents, indexes symbols, tracks sessions, and exposes structured project knowledge through an MCP server so agents stop re-reading files and...

46 055
KZ
kikeven/zerikai_memory
Developer tools

A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any IDE supporting MCP servers

34 055
TP
tecnomanu/pampa
Developer tools

Protocol for Augmented Memory of Project Artifacts (MCP compatible)

30 055
GP
gentleman-programming/engram
Developer tools

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

4959 050
SM
shaneholloman/mcp-knowledge-graph
Productivity workflow

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

875 049
MO
moltis-org/moltis
Developer tools

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools.

2767 048
WC
win4r/codebase-memory-mcp-pro
Developer tools

— codebase-memory-mcp-pro is a community fork of (MIT License, © 2025 DeusData), maintained by @win4r.

212 046
BM
beledarian/mcp-local-memory
Developer tools

A local-first MCP server that gives AI agents shared, durable memory through hybrid semantic search, SQLite FTS5, and a knowledge graph—without Docker or a required cloud service.

50 045
HC
haustorium12/continuity-v2
Database management

Long-term memory for Claude Code. Indexes every session as SQLite+FTS5, exposes recall via MCP, and ships PreCompact/PostCompact hooks so nothing is ever lost.

35 045