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Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control.
Piia Engram 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 Piia Engram 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。
uvx piia-engram==4.26.0运行此命令前,请先核对上游源码。
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-21T03:41:38.851013Z",
"publishedAt": "2026-10-21T03:41:38.851013Z",
"statusChangedAt": "2026-10-21T03:41:38.851013Z"
}
},
"server": {
"name": "io.github.Patdolitse/piia-engram",
"_meta": {
"io.modelcontextprotocol.registry/publisher-provided": {
"slug": "patdolitse-piia-engram",
"install": {
"pip": "pip install piia-engram && engram setup",
"uvx": "uvx --from piia-engram piia-engram-mcp"
},
"license": "AGPL-3.0-or-later",
"homepage": "https://github.com/Patdolitse/piia-engram",
"keywords": [
"memory",
"identity",
"cross-tool",
"local-first",
"mcp",
"knowledge-management"
],
"categories": [
"Developer Tools",
"Memory",
"Knowledge Management"
],
"displayName": "Piia Engram",
"listingNote": "Local-first personal AI identity and memory layer for MCP-compatible coding tools.",
"capabilities": {
"prompts": 0,
"resources": 0,
"mcp_tools_core": 19,
"mcp_tools_total": 59,
"mcp_tools_advanced": 40
}
}
},
"title": "Piia Engram",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "4.26.0",
"packages": [
{
"version": "4.26.0",
"transport": {
"type": "stdio"
},
"identifier": "piia-engram",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"packageArguments": [
{
"name": "--transport",
"type": "named",
"value": "stdio",
"description": "Run the server over standard MCP stdio transport."
}
],
"runtimeArguments": [
{
"name": "--from",
"type": "named",
"value": "piia-engram==4.26.0",
"description": "Install this exact PyPI package version before running the MCP console script."
},
{
"type": "positional",
"value": "piia-engram-mcp",
"description": "Console script that starts the MCP server; the package name itself launches setup."
}
],
"environmentVariables": [
{
"name": "ENGRAM_MCP_STARTUP_SYNC",
"default": "off",
"description": "Kept for compatibility; has no effect. The server never imports other AI tools' memories at start (the user runs engram import-memories for that)."
},
{
"name": "ENGRAM_TOOLS",
"default": "core",
"description": "Expose the context-budget friendly default surface; set to all for the full advanced surface."
},
{
"name": "PYTHONIOENCODING",
"default": "utf-8",
"description": "Force UTF-8 stdio frames on Windows-style consoles."
}
]
}
],
"repository": {
"url": "https://github.com/Patdolitse/piia-engram",
"source": "github"
},
"websiteUrl": "https://github.com/Patdolitse/piia-engram",
"description": "Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control."
}
}