Ai Ops

io.github.levelsofself由 GitHub 帳號 levelsofself 發布v1.0.1更新於 Oct 24, 2026

AI operations management: 12 specialized agents, task dispatch, and team coordination.

已驗證STDIO僅桌面知識與記憶商業與電商

概覽

AI 產生的概覽

將 AI 助理連接到 Levels of Self 多代理業務平台,取得房地產、法律、翻譯、研究、內容與培訓方面的回答。

可以做什麼
取得洛杉磯房地產市場洞察與社區分析,以及物件推薦和市場資料。檢索合約、合規、政府採購與資格認證方面的商業法律指引。在六種語言之間進行帶有文化調適的翻譯。進行市場研究、潛在客戶資料充實與競爭分析。撰寫新聞稿、文章、社群貼文和行銷素材,並取得培訓工作坊大綱與教練框架。查詢平台能力、認證、NAICS 代碼和聯絡資訊,並透過唯讀 MCP 資源存取平台概覽、認證、社區與業務能力。
適用情境
適合需要助理在對話中回答 Levels of Self 業務平台、洛杉磯房地產、商業法律與政府採購、多語言翻譯或其培訓與內容服務相關問題的情境。
執行需求
可使用託管的遠端端點,或自架 Node.js 程序(執行 node server.js,連接埠 3472)。除健康檢查外,所有請求都需要在 Authorization 標頭中以 Bearer 權杖形式提供有效 API 金鑰;自架時需準備 JSON 金鑰檔。僅支援桌面 MCP 用戶端。
安裝前請注意
需要以 Bearer 權杖形式提供 API 金鑰;自架時金鑰存放在本機 JSON 檔案中。README 稱工具為唯讀且不收集或儲存使用者資料,但請求會送往第三方平台,傳送敏感內容前請先查閱其隱私說明。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Ai Ops,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

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_info replaces get_family_info, team_capabilities replaces team_status
  • Secure by default - If no API keys are configured, all requests are rejected

Tools

ToolDescription
get_real_estate_insightsLA neighborhood analysis, property recommendations, market data
get_legal_guidanceContract review, compliance, government contracting, certifications
translate_contentTranslation between EN, ES, NL, HY, RU, KO with cultural adaptation
research_topicMarket research, lead enrichment, competitive analysis
get_business_opsService offerings, certifications, team capabilities, business overview
create_contentPress releases, articles, social posts, marketing materials
get_trainingWorkshop outlines, coaching frameworks, training programs
get_platform_infoPlatform capabilities, certifications, NAICS codes, contact info

Authentication

All requests require a valid API key passed as a Bearer token:

Authorization: Bearer YOUR_API_KEY

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:

URL: https://api.100levelup.com/mcp-ops/Protocol: MCP 2024-11-05 (Streamable HTTP + SSE)Authentication: Bearer token required

Add to your MCP client config:

json
{  "mcpServers": {    "palyan-ai-ops": {      "url": "https://api.100levelup.com/mcp-ops/",      "headers": {        "Authorization": "Bearer YOUR_API_KEY"      }    }  }}

Self-Hosted

  1. Clone this repo
  2. Create an API keys file: echo '["your-key-here"]' > /path/to/mcp-api-keys.json
  3. Update the key file path in server.js if needed
  4. Run node server.js
  5. Server starts on port 3472

Endpoints

EndpointMethodDescription
/healthGETHealth check (no auth required)
/sseGETSSE transport connection
/messagePOSTSSE transport messages
/mcpPOSTStreamable HTTP transport
/mcpGETServer info and tool listing

Example Prompts

Try these with any MCP-connected AI assistant:

  1. "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.

  2. "What do I need to know about government contracting certifications?" - Returns current certification categories and relevant NAICS codes.

  3. "Translate this message to Armenian for a business context" - Routes to the Translation AI for culturally adapted translation across 6 supported languages.

  4. "Give me a business overview of the Levels of Self operation" - Returns business summary: service areas, certification categories, and specialist count.

  5. "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:

Resource URIDescription
palyan://platform/overviewPlatform overview and services
palyan://business/certificationsActive business certification categories
palyan://real-estate/neighborhoodsLA neighborhood guide with market data
palyan://business/capabilitiesBusiness capabilities and NAICS codes

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.

Support

License

MIT - see LICENSE

來源:README.md,提交 932637c

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v1.0.1最新Sep 16, 2026

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