快速接入

先看主来源和安装命令，再打开仓库或文档；下面只保留这个条目的关键接入事实。

命令预览

python -m venv .venv

详细介绍

行动副驾驶网格

一个可重用的企业级多代理平台，将操作数据（电子表格）+SOP转化为Azure上可审计的见解和基于角色的操作。

核心技术

微软Foundry（路由器模型）
Microsoft代理框架（多代理编排）
MCP（工具感知代理）
Azure部署（容器应用程序）+可观察性

本地跑

API（FastAPI）

cd apps/api
copy .env.example .env
python -m venv .venv
.\.venv\Scripts\Activate.ps1
pip install -r requirements.txt
python -m uvicorn app.main:app --reload --port 8000

WEB（Next.js）

cd apps/web
copy .env.example .env.local
npm install
npm run dev

网站将在 http://localhost:3000 并将API调用代理到 API_BASE_URL.

所需的环境变量

API`apps/api/.env`)

AZURE_SEARCH_ENDPOINT=https://.search.windows.net
AZURE_SEARCH_KEY=
AZURE_SEARCH_INDEX=ops-sop
AZURE_STORAGE_CONNECTION_STRING=
APP_ENV=local

WEB(`apps/web/.env.local`)

API_BASE_URL=http://127.0.0.1:8000

建筑

待定

演示脚本

看 docs/demo.md 进行2分钟的法官演练。

Azure部署运行手册（PowerShell）

使用辅助脚本在ACR中构建映像并更新两个容器应用程序：

.\scripts\azure-deploy.ps1 `
  -ResourceGroup "rg-ops-copilot-mesh" `
  -AcrName "acropscopilotmesh2390" `
  -ApiApp "api-ops-copilot-mesh" `
  -WebApp "web-ops-copilot-mesh" `
  -SearchEndpoint "https://.search.windows.net" `
  -SearchIndex "ops-sop" `
  -SearchKey "" `
  -StorageConnectionString "" `
  -RestartRevisions

笔记：

AZURE_SEARCH_KEY 和 AZURE_STORAGE_CONNECTION_STRING 作为容器应用程序机密应用(search-key, storage-conn).
AZURE_SEARCH_INDEX 云中不能空无一物。
更新机密通常需要重新启动活动修订版：

az containerapp revision restart -n api-ops-copilot-mesh -g rg-ops-copilot-mesh --revision 
az containerapp revision restart -n web-ops-copilot-mesh -g rg-ops-copilot-mesh --revision

如果 AZURE_SEARCH_INDEX API容器应用程序中缺少或为空，请显式修补：

az containerapp update `
  -n api-ops-copilot-mesh `
  -g rg-ops-copilot-mesh `
  --set-env-vars AZURE_SEARCH_INDEX=ops-sop

云奇偶校验（必需envs）

az containerapp show -n api-ops-copilot-mesh -g rg-ops-copilot-mesh `
  --query "properties.template.containers[0].env[?name=='AZURE_SEARCH_ENDPOINT' || name=='AZURE_SEARCH_KEY' || name=='AZURE_SEARCH_INDEX' || name=='AZURE_STORAGE_CONNECTION_STRING'].{name:name,value:value,secretRef:secretRef}" `
  -o table

az containerapp show -n web-ops-copilot-mesh -g rg-ops-copilot-mesh `
  --query "properties.template.containers[0].env[?name=='API_BASE_URL'].{name:name,value:value}" `
  -o table

冒烟测试

将此有效负载用于所有操作分类检查：

$payload = @{ incident="Users report 500 errors after deployment"; role="operator"; top=5 } | ConvertTo-Json -Compress

黑客马拉松演示烟雾测试

中性事件示例：

Users report intermittent 500 errors after deployment
API latency spike above 2s in one region
Authentication failures increased for admin users
Database connection pool exhausted in checkout service

本地闭环烟雾：

$payload = @{ incident="API latency spike above 2s in one region"; role="operator"; top=5 } | ConvertTo-Json -Compress
$proposed = Invoke-RestMethod -Method Post -Uri "http://127.0.0.1:8000/v1/actions/propose" -ContentType "application/json" -Body $payload
$actionId = $proposed.id

Invoke-RestMethod -Method Post -Uri "http://127.0.0.1:8000/v1/actions/approve" -ContentType "application/json" -Body (@{ actionId=$actionId; approverRole="manager"; decision="APPROVE"; note="demo" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Post -Uri "http://127.0.0.1:8000/v1/actions/execute" -ContentType "application/json" -Body (@{ actionId=$actionId; executorRole="operator" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Get -Uri "http://127.0.0.1:8000/v1/audit/recent?actionId=$actionId&limit=50" | ConvertTo-Json -Depth 12

Azure闭环烟雾：

$RG="rg-ops-copilot-mesh"
$API_APP="api-ops-copilot-mesh"
$WEB_APP="web-ops-copilot-mesh"
$API_FQDN = az containerapp show -n $API_APP -g $RG --query "properties.configuration.ingress.fqdn" -o tsv
$WEB_FQDN = az containerapp show -n $WEB_APP -g $RG --query "properties.configuration.ingress.fqdn" -o tsv

$payload = @{ incident="Authentication failures increased for admin users"; role="operator"; top=5 } | ConvertTo-Json -Compress

Invoke-RestMethod -Method Post -Uri "https://$API_FQDN/v1/actions/propose" -ContentType "application/json" -Body $payload | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Post -Uri "https://$WEB_FQDN/api/actions/propose" -ContentType "application/json" -Body $payload | ConvertTo-Json -Depth 12

1）本地API直接调用

Invoke-RestMethod -Method Post -Uri "http://127.0.0.1:8000/v1/actions/propose" -ContentType "application/json" -Body $payload | ConvertTo-Json -Depth 12

1.1）批准和执行（API直接）

$proposed = Invoke-RestMethod -Method Post -Uri "http://127.0.0.1:8000/v1/actions/propose" -ContentType "application/json" -Body $payload
$actionId = $proposed.id

Invoke-RestMethod -Method Post -Uri "http://127.0.0.1:8000/v1/actions/approve" -ContentType "application/json" -Body (@{ actionId=$actionId; approverRole="manager"; decision="APPROVE" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Post -Uri "http://127.0.0.1:8000/v1/actions/execute" -ContentType "application/json" -Body (@{ actionId=$actionId; executorRole="operator" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Get  -Uri "http://127.0.0.1:8000/v1/audit/recent?limit=20" | ConvertTo-Json -Depth 12

2）本地Web代理调用（Next.js->neneneba API）

Invoke-RestMethod -Method Post -Uri "http://localhost:3000/api/actions/propose" -ContentType "application/json" -Body $payload | ConvertTo-Json -Depth 12

2.1）本地Web代理批准/执行

$proposed = Invoke-RestMethod -Method Post -Uri "http://localhost:3000/api/actions/propose" -ContentType "application/json" -Body $payload
$actionId = $proposed.id

Invoke-RestMethod -Method Post -Uri "http://localhost:3000/api/actions/approve" -ContentType "application/json" -Body (@{ actionId=$actionId; approverRole="manager"; decision="APPROVE" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Post -Uri "http://localhost:3000/api/actions/execute" -ContentType "application/json" -Body (@{ actionId=$actionId; executorRole="operator" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Get  -Uri "http://localhost:3000/api/audit/recent?limit=20" | ConvertTo-Json -Depth 12

3）已部署的Web代理调用（Azure容器应用程序）

替换 `` 使用您部署的web应用程序主机名：

Invoke-RestMethod -Method Post -Uri "https:///api/actions/propose" -ContentType "application/json" -Body $payload | ConvertTo-Json -Depth 12

3.1）直接部署API（Azure容器应用程序）

$RG="rg-ops-copilot-mesh"
$API_APP="api-ops-copilot-mesh"
$API_FQDN = az containerapp show -n $API_APP -g $RG --query "properties.configuration.ingress.fqdn" -o tsv

$payload = @{ incident="Users report 500 errors after deployment"; role="operator"; top=5 } | ConvertTo-Json -Compress
$proposed = Invoke-RestMethod -Method Post -Uri "https://$API_FQDN/v1/actions/propose" -ContentType "application/json" -Body $payload
$actionId = $proposed.id

Invoke-RestMethod -Method Post -Uri "https://$API_FQDN/v1/actions/approve" -ContentType "application/json" -Body (@{ actionId=$actionId; approverRole="manager"; decision="APPROVE"; note="judge demo" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Post -Uri "https://$API_FQDN/v1/actions/execute" -ContentType "application/json" -Body (@{ actionId=$actionId; executorRole="operator" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Get -Uri "https://$API_FQDN/v1/audit/recent?limit=20" | ConvertTo-Json -Depth 12

3.2）已部署的WEB代理（Azure容器应用程序）

$RG="rg-ops-copilot-mesh"
$WEB_APP="web-ops-copilot-mesh"
$WEB_FQDN = az containerapp show -n $WEB_APP -g $RG --query "properties.configuration.ingress.fqdn" -o tsv

$payload = @{ incident="Users report 500 errors after deployment"; role="operator"; top=5 } | ConvertTo-Json -Compress
$proposed = Invoke-RestMethod -Method Post -Uri "https://$WEB_FQDN/api/actions/propose" -ContentType "application/json" -Body $payload
$actionId = $proposed.id

Invoke-RestMethod -Method Post -Uri "https://$WEB_FQDN/api/actions/approve" -ContentType "application/json" -Body (@{ actionId=$actionId; approverRole="manager"; decision="APPROVE"; note="judge demo" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Post -Uri "https://$WEB_FQDN/api/actions/execute" -ContentType "application/json" -Body (@{ actionId=$actionId; executorRole="operator" } | ConvertTo-Json -Compress) | ConvertTo-Json -Depth 12
Invoke-RestMethod -Method Get -Uri "https://$WEB_FQDN/api/audit/recent?limit=20" | ConvertTo-Json -Depth 12

等效卷曲示例：

curl -sS -X POST "http://127.0.0.1:8000/v1/actions/propose" -H "Content-Type: application/json" -d '{"incident":"Users report 500 errors after deployment","role":"operator","top":5}'
curl -sS -X POST "http://localhost:3000/api/actions/propose" -H "Content-Type: application/json" -d '{"incident":"Users report 500 errors after deployment","role":"operator","top":5}'
curl -sS -X POST "https:///api/actions/propose" -H "Content-Type: application/json" -d '{"incident":"Users report 500 errors after deployment","role":"operator","top":5}'

脚本烟雾测试（推荐）

# Local only (requires local API+WEB running)
.\scripts\azure-smoke-test.ps1 -SkipCloud

# Cloud only (auto-discovers FQDN from Container Apps)
.\scripts\azure-smoke-test.ps1 -SkipLocal

# Full (local + cloud)
.\scripts\azure-smoke-test.ps1

目录标签

Python云端部署Docker企业级本地部署多代理操作数据Azure部署可审计

接入字段

传输方式（transport，传输协议）

stdio

鉴权方式（authType，认证方式）

none

运行时（runtime，运行环境）

Python

工具数量（toolCount，工具数）

0

资源数量（resourceCount，资源数）

0

提示词数量（promptCount，提示词数）

0

权限和风险

stdionone部署方式未说明

接入前请确认传输方式、认证方式和部署位置，并根据实际工具能力限制访问范围。

安装前确认

不要直接授予不必要的文件、网络或账号权限；先核对安装命令和配置内容。

来源信息

MCP World

mcpworld.com

/detail/9e0d3f7eefee246a245899583230baa6

一个可重用的企业级多代理平台，将操作数据（电子表格）和标准操作程序（SOP）转换为可审计的见解和基于角色的操作，部署在Azure上。

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