Memory-Facade
Memory-Facade
모든 코딩 에이전트(Claude Code, Codex, OpenCode, Hermes)에게 하나의 큐레이팅된 공유 메모리 진입점(자동 뱅크/태그 라우팅, URL 수집 → 연결된 문서, 세션 → 문서화 세트, 일관성 도구(중복 제거/재라우팅))을 제공하는 얇고 상태 비저장 MCP 서버입니다.
Hindsight(사실)와 LightRAG(코퍼스)를 조율합니다. 스토리지를 재구현하지 않으며 뱅크를 절대 생성하지 않습니다.
설계 및 2026-08-18 콘텐츠 기준선은 ~/Projects/common-memory/docs/memory-facade-architecture.md를 참조하세요.
실행 (stdio MCP 서버)
uv run python -m mf.servermsm-ai-gateway LiteLLM MCP 런타임에 MCP 서버로 배포되며, /memory-facade/mcp로 라우팅됩니다(config/litellm.yaml의 lightrag와 동일한 패턴).
Related MCP server: memex
테스트
env -u PYTHONPATH uv run --extra dev pytest -q참고: Sergey의 호스트에서는 셸이 Hermes venv를 가리키는
PYTHONPATH를 내보냅니다. 여기서 실행하기 전에 해제하세요(env -u PYTHONPATH …). 그렇지 않으면 잘못된 pydantic/pydantic_core가 임포트되어 오류가 발생합니다.
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Related MCP Servers
- AlicenseCqualityCmaintenanceMCP server for sharing source-backed engineering memory across AI coding clients like Cursor and VS Code.301MIT
- Alicense-qualityCmaintenanceCentralized agentic memory and MCP gateway for LLMs, enabling persistent memory recall, validation, and integration with upstream MCP servers.1Apache 2.0
- AlicenseAqualityCmaintenanceA local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware agents, providing a durable memory layer with Markdown files and SQLite fact store.6MIT
- Alicense-qualityBmaintenanceA self-hosted server providing shared memory, RAG document search, project maps, and role-based prompts for all AI agents via MCP and REST, enabling persistent context across devices and tools.2MIT
Related MCP Connectors
Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST.
Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.
Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/morozsm/memory-facade'
If you have feedback or need assistance with the MCP directory API, please join our Discord server