Skip to main content
Glama
deenesjakoruzh
morozsm

Memory-Facade

by morozsm
OverviewSchemaRelated ServersScoreDiscussions
Python
Remote

Memory-Facade

一个轻量的无状态 MCP 服务器，为每个编码智能体（Claude Code、Codex、OpenCode、Hermes）提供唯一的精心筛选的共享内存入口——自动的银行/标签路由、URL 提取→链接文章、会话→文档集，以及一致性工具（去重/重路由）。

它编排 Hindsight（事实）和 LightRAG（语料库）。不重新实现存储，也从不创建银行。

参见 ~/Projects/common-memory/docs/memory-facade-architecture.md 了解设计及 2026-08-18 内容基线。

运行（stdio MCP 服务器）

uv run python -m mf.server

作为 MCP 服务器部署在 msm-ai-gateway LiteLLM MCP 运行时中，路由为 /memory-facade/mcp（与 config/litellm.yaml 中的 lightrag 模式相同）。

Related MCP server: memex

测试

env -u PYTHONPATH uv run --extra dev pytest -q

注：在 Sergey 的主机上，shell 导出了指向 Hermes 虚拟环境的 PYTHONPATH。在此处运行前需要取消设置（env -u PYTHONPATH …），否则会导入错误的 pydantic/pydantic_core 并导致失败。

Install Server
F
license - not found
A
quality
A
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
0dRelease cycle
2Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Tools

Related MCP Servers

  • memex

    askmohanty
    A
    license
    -
    quality
    C
    maintenance
    Centralized agentic memory and MCP gateway for LLMs, enabling persistent memory recall, validation, and integration with upstream MCP servers.
    1
    Apache 2.0

  • Caduceus Memory MCP

    ethos-zero
    A
    license
    A
    quality
    C
    maintenance
    A 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.
    6
    MIT

  • ai-hub

    fthsrbst
    A
    license
    -
    quality
    B
    maintenance
    A 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.
    2
    MIT

View all related MCP servers

Related MCP Connectors

  • XMemo

    Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST.

  • saagarpatel.dev Portfolio

    Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.

  • ContextLattice

    Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.

View all MCP Connectors

Latest Blog Posts

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