
Ai Ops
io.github.levelsofself由 GitHub 账号 levelsofself 发布v1.0.1更新于 Oct 24, 2026
AI operations management: 12 specialized agents, task dispatch, and team coordination.
概览
将 AI 助手连接到 Levels of Self 多智能体业务平台,获取房地产、法律、翻译、研究、内容与培训方面的回答。
- 可以做什么
- 获取洛杉矶房地产市场洞察与社区分析,以及房源推荐和市场数据。检索合同、合规、政府采购与资质认证方面的商业法律指导。在六种语言之间进行带文化适配的翻译。开展市场调研、线索补充和竞争分析。撰写新闻稿、文章、社交媒体帖子和营销材料,并获取培训工作坊大纲与教练框架。查询平台能力、认证、NAICS 代码和联系信息,并通过只读 MCP 资源访问平台概览、认证、社区和业务能力。
- 适用场景
- 适合需要助手在对话中回答 Levels of Self 业务平台、洛杉矶房地产、商业法律与政府采购、多语言翻译或其培训与内容服务相关问题的场景。
- 运行要求
- 可使用托管远程端点,或自托管 Node.js 进程(运行 node server.js,端口 3472)。除健康检查外,所有请求都需要在 Authorization 头中以 Bearer 令牌形式提供有效 API 密钥;自托管需准备 JSON 密钥文件。仅支持桌面 MCP 客户端。
安装
在 SourceWeft 中
- 打开 控制台中的 Ai Ops,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
Levels of Self Operations - MCP Server
An MCP (Model Context Protocol) server that gives AI assistants access to a multi-agent business operations platform with specialized AI services covering real estate, legal, translation, research, content creation, training, and more.
What It Does
This server connects AI assistants to the Levels of Self platform - a team of specialized AI agents built by Arthur Palyan (founder of Levels of Self). Each tool is powered by a dedicated agent with domain expertise:
- LA Real Estate AI - Los Angeles real estate market insights and neighborhood analysis
- Legal AI - Business legal guidance, compliance, and government contracting
- Translation AI - Multi-language translation (6 languages) with cultural adaptation
- Research AI - Deep research, market analysis, and competitive intelligence
- Operations AI - Business operations, service offerings, and company metrics
- Press & Content AI - Professional content creation and media materials
- Training AI - Personal development training programs and coaching frameworks
All tools are read-only. No user data is collected or stored.
v2.0.0 Changes
- API key authentication required - All requests (except
/health) require a Bearer token in the Authorization header - Sanitized internal data - No internal names, cert IDs, registration numbers, or pipeline data exposed
- Renamed tools -
get_platform_inforeplacesget_family_info,team_capabilitiesreplacesteam_status - Secure by default - If no API keys are configured, all requests are rejected
Tools
Authentication
All requests require a valid API key passed as a Bearer token:
The /health endpoint is open and does not require authentication.
Setup as Custom MCP Connector
Hosted (Recommended)
The server is live and ready to use:
Add to your MCP client config:
Self-Hosted
- Clone this repo
- Create an API keys file:
echo '["your-key-here"]' > /path/to/mcp-api-keys.json - Update the key file path in
server.jsif needed - Run
node server.js - Server starts on port 3472
Endpoints
Example Prompts
Try these with any MCP-connected AI assistant:
-
"What neighborhoods in LA are good for families under $750K?" - Returns neighborhood analysis with median prices, vibes, and commute times for budget-friendly family areas.
-
"What do I need to know about government contracting certifications?" - Returns current certification categories and relevant NAICS codes.
-
"Translate this message to Armenian for a business context" - Routes to the Translation AI for culturally adapted translation across 6 supported languages.
-
"Give me a business overview of the Levels of Self operation" - Returns business summary: service areas, certification categories, and specialist count.
-
"What training programs are available for emotional intelligence?" - Returns available programs including Self-Awareness Foundations, Pattern Recognition Workshop, and booking links.
Resources
The server exposes MCP resources for direct data access:
About
Levels of Self Operations is a multi-agent business platform built by Arthur Palyan, operating out of Valencia, CA. The system runs specialized AI agents that handle real estate advisory, legal guidance, translation, research, content creation, and more.
- Business: Levels of Self - Arthur Palyan
- California Certified Small Business (Micro)
- Website: https://www.levelsofself.com
- Game: https://100levelup.com
- Privacy: https://api.100levelup.com/family/privacy.html
- MCP Privacy: https://api.100levelup.com/family/mcp-privacy.html
Support
- Email: [email protected]
- Book a call: https://calendly.com/levelsofself/zoom
License
MIT - see LICENSE
来源:README.md,提交 932637c
工具
0版本历史
1- v1.0.1最新Sep 16, 2026
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