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Local persistent memory for AI agents: SQLite + FTS5 (BM25) lexical search, zero external infra.
MCP Memory 是 ChatHome Skills 收录的 MCP 条目,来源为 Official MCP Registry,质量分 78/100。 作为 Model Context Protocol 服务器,它向 Claude、Cursor、Copilot 等兼容 MCP 的 LLM 客户端暴露可直接调用的工具,让 agent 的能力超出模型内置范围。 该条目由 ChatHome Skills 的每日抓取从官方 registry 和 GitHub 发现查询中收录,每次运行都会重新核验仓库事实、新鲜度信号和安装元数据。 质量分综合了官方 registry 收录情况、可用安装命令、许可证完整性、仓库活跃度和 GitHub star 趋势,完整算法说明见来源页。安装命令已列于上方,可直接复制使用。 在将 MCP Memory 加入生产 agent 工作流前,请核对上方的最近更新日期和仓库状态——下方事实快照是最近一次抓取的时点值。
docker run -i --rm ghcr.io/germaniu/mcp-memory:0.6.0运行此命令前,请先核对上游源码。
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-17T09:45:57.011762Z",
"publishedAt": "2026-10-17T09:45:57.011762Z",
"statusChangedAt": "2026-10-17T09:45:57.011762Z"
}
},
"server": {
"name": "io.github.GermaniU/mcp-memory",
"title": "MCP Memory",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.6.0",
"packages": [
{
"transport": {
"type": "stdio"
},
"identifier": "ghcr.io/germaniu/mcp-memory:0.6.0",
"runtimeHint": "docker",
"registryType": "oci",
"packageArguments": [
{
"type": "positional",
"value": "--stdio"
}
],
"runtimeArguments": [
{
"name": "--volume",
"type": "named",
"value": "mcp-memory-data:/data",
"description": "Docker volume where the SQLite file persists between sessions."
}
],
"environmentVariables": [
{
"name": "DB_PATH",
"format": "string",
"default": "/data/memory.db",
"description": "Path to the SQLite file inside the container. Keep it under the mounted volume (/data) so memories survive restarts."
}
]
}
],
"repository": {
"url": "https://github.com/GermaniU/mcp-memory",
"source": "github",
"subfolder": "server"
},
"description": "Local persistent memory for AI agents: SQLite + FTS5 (BM25) lexical search, zero external infra."
}
}