Memory MCP Server

Memory MCP Server

Exposes local persistent memory as an MCP server with Markdown storage, PARA organization, Zettelkasten linking, and SQLite FTS5 search. Enables Claude and other MCP-compatible agents to store, organize, and retrieve knowledge with context-based recommendations through the Olima association engine.

Category
Visit Server

README

Memory MCP (Olima + Basic-Memory + Zettelkasten + PARA)

로컬 퍼시스턴트 메모리를 MCP 서버로 노출하여, Claude 등 MCP 호환 에이전트에서 즉시 활용할 수 있게 하는 프로젝트입니다.

  • 저장: Markdown + YAML Front Matter
  • 조직: PARA(Projects/Areas/Resources/Archives)
  • 연결: Zettelkasten(UID/백링크/링크 무결성)
  • 검색: SQLite FTS5 + 링크 그래프 (→ 임베딩 유사도 확장)
  • 연상: Olima 문맥 기반 리랭킹/추천

빠른 시작 (개발 모드 예시)

# (예시) 로컬 실행
npx memory-mcp --vault ~/vault --index ~/.memory-index.db --log-level info

# Claude Desktop 설정(예시: mcpServers 항목)
# {
#   "mcpServers": {
#     "memory": {
#       "command": "npx",
#       "args": ["memory-mcp", "--vault", "~/vault", "--index", "~/.memory-index.db"]
#     }
#   }
# }

문서

  • docs/ROADMAP.md : 에픽/기능/스펙 트리 구조와 목표
  • docs/TECHNICAL_SPEC.md : 기술 스택/보안/관측/KPI
  • docs/ARCHITECTURE.md : 패키지 구성, 시퀀스 다이어그램, 데이터 모델 예시
  • docs/GOALS.md : 주요 목표와 마일스톤/KPI
  • docs/specs/* : 에픽-기능별 폴더, plan.md/tasks.md/<스펙이름>-spec.md

리포 구조(예시)

project/
├── packages/
│   ├── mcp-server/      # MCP 인터페이스/툴 정의
│   ├── storage-md/      # 파일 I/O, Front Matter 스키마
│   ├── index-search/    # FTS/그래프 인덱스 & 검색
│   ├── assoc-engine/    # Olima 연상 엔진
│   └── common/          # 스키마/유틸/로깅
└── docs/                # 설계/스펙/로드맵

코딩 규칙 및 운영

  • 규칙: camelCase/PascalCase/UPPER_SNAKE_CASE, Conventional Commits
  • 테스트: 유닛/통합/부하, 커버리지 80%+
  • 보안: 민감정보 마스킹, 원자적 쓰기, 로컬 우선
  • 운영: 구조적 로그(JSON), 로테이션, OpenTelemetry(선택)

라이선스

TBD

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured