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
MM
montygovernance/montycat-mcp
Developer tools

Shared, persistent memory for AI agents. Self-hosted MCP server with semantic search, vector RAG, and live updates. Works with Claude, Cursor, Codex, and any MCP client.

49 070
AS
aakarsh-sasi/memory-bank-mcp
Developer tools

A Model Context Protocol (MCP) server for managing Memory Banks, allowing AI assistants to store and retrieve information across sessions. Now with remote server support!

35 070
MR
mxsm/rocketmq-rust
Developer tools

🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP, and AI-SRE capabilities.

1518 067
DM
doobidoo/mcp-memory-service
Developer tools

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

1926 064
GP
ghostwright/phantom
Developer tools

An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.

1443 062
MA
mnemox-ai/tradememory-protocol
Developer tools

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

1390 061
DC
deusdata/codebase-memory-mcp
Developer tools

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens.

2.4万 060
AB
alessandrobenigni/bm25-turbo-rust-python-wasm-cli
Developer tools

The fastest BM25 scoring engine: 2,300x faster than BM25S. 28K QPS on 8.8M docs. 5 BM25 variants (Robertson, Lucene, ATIRE, BM25L, BM25+). Memory-mapped persistence, BMW pruning, streaming indexing.

47 060
MT
mibayy/token-savior
Developer tools

MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine.

1057 060
SF
sausheong/felix
Developer tools

Felix — single-binary AI agent gateway. Multi-provider LLM, persistent memory, MCP client, runs entirely on your hardware

47 060
AM
avids2/memorix
Developer tools

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro,...

732 058
RA
rtk-ai/icm
Developer tools

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

497 057
PL
phasespace-labs/palinode
Developer tools

The memory substrate for AI agents and developer tools. Git-versioned, file-native, MCP-first.

35 055
IA
ipiton/agent-memory-mcp
Developer tools

A memory, docs, and repo context layer for engineering agents.

40 055
BP
bountyyfi/projectmemory
Developer tools

All exfiltration in this PoC targets localhost (127.0.0.1:9999) only. This project exists to demonstrate a novel class of attack against MCP-enabled AI agents to drive improvements in MCP client...

46 055
RS
rendro/sediment
Developer tools

Semantic memory for AI agents. Local-first, MCP-native.

40 055
MS
m4f-s/gomaa
Developer tools

Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian vault integration, hybrid RRF search, knowledge graphs, security gates, and MCP server.

31 055
IM
ipospelov/mcp-memory-bank
Developer tools

This MCP server helps to build structured documentation system based on Cline's Memory Bank pattern for context preservation in AI assistant environments.

77 055
KA
knowall-ai/mcp-neo4j-agent-memory
Developer tools

A specialized MCP server that bridges Neo4j graph database with AI agents, providing memory-focused tools for storing, recalling, and connecting information in a knowledge graph.

72 055
GA
geekychris/amiga_mcp
Deployment & DevOps

This project, Amiga DevBench, is a cross-development environment that connects a modern host machine to an emulated or real Amiga via serial, providing live debugging, memory inspection, and full MCP...

39 055
UA
uudam42/agent-memory-engine
Developer tools

Local-first persistent memory and project knowledge runtime for coding agents.

123 055
RR
roboticforce/remembrallmcp
Developer tools

Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.

35 055
IM
izumisy/mcp-duckdb-memory-server
Developer tools

MCP Memory Server with DuckDB backend

59 055
AS
abhigyan-shekhar/waggle-mcp
Developer tools

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

33 055