MULTI-APP TOOLKIT
Build with Azure OpenAI + Ollama
- Multi-app
- One MCP session
- 15 actions
- 0 triggers
- Managed auth
MCP
One MCP session, both toolsets
One session gives your product or agent every Azure OpenAI and Ollama tool at once — connect once, list tools, and call them like any single-app session.
// accessToken: mint a short-lived token with the Connect SDK — see the MCP guide
const transport = new StreamableHTTPClientTransport(
new URL("https://remote.mcp.pipedream.net/v3"),
{
requestInit: {
headers: {
Authorization: `Bearer ${accessToken}`,
"x-pd-project-id": "{project_id}",
"x-pd-environment": "production",
"x-pd-external-user-id": "{external_user_id}", // any stable ID for this user in your system
"x-pd-app-slug": "azure_openai_service,ollama",
},
},
},
)
const mcp = new Client({ name: "my-agent", version: "1.0.0" })
await mcp.connect(transport)
const { tools } = await mcp.listTools()
// One list, both toolsets: Azure OpenAI and Ollama tools arrive
// together, each keyed by its own app's slug.
// e.g. run Chat:
const result = await mcp.callTool({
name: "azure_openai_service-chat",
arguments: {
userMessage: "User Message",
systemInstructions: "System Instructions",
},
})import { PipedreamClient } from "@pipedream/sdk"
const pd = new PipedreamClient({
projectId: process.env.PIPEDREAM_PROJECT_ID!,
clientId: process.env.PIPEDREAM_CLIENT_ID!,
clientSecret: process.env.PIPEDREAM_CLIENT_SECRET!,
projectEnvironment: "production",
})
const externalUserId = "{external_user_id}" // any stable ID for this user in your system
const [azureOpenaiServiceTools, ollamaTools] =
await Promise.all([
pd.components.list({ app: "azure_openai_service" }),
pd.components.list({ app: "ollama" }),
])
// One external user owns both connected accounts, so either app's tools
// run on their behalf with the same externalUserId.curl "https://api.pipedream.com/v1/connect/{project_id}/components?app=azure_openai_service" \
-H "X-PD-Environment: production" \
-H "Authorization: Bearer {access_token}"
curl "https://api.pipedream.com/v1/connect/{project_id}/components?app=ollama" \
-H "X-PD-Environment: production" \
-H "Authorization: Bearer {access_token}"
# Connect both accounts to the same external_user_id, then
# configure and invoke either app's tools on that user's behalf.ARCHITECTURE
One user, two connected accounts
Your user connects each account once, under whatever ID they already have in your product. The two stay independent — either can be revoked on its own — and your code reaches both through that one user.
Your product
external_user_id
{external_user_id}Pipedream Connect
Managed identity
Auth · tools · routing
Azure OpenAI
Connected account
Ollama
Connected account
TOOLS
Azure OpenAI tools
The Azure OpenAI tools this pairing puts in reach, each one running on your user's own connected account.
Actions
-
Chat
actionCreate completions for chat messages with the GPT-35-Turbo and GPT-4 models. See the documentationWritev0.0.3 -
Classify Items Into Categories
actionClassify items into specific categories. See the documentationWritev0.0.2 -
Create Image
actionCreates an image given a prompt, and returns a URL to the image. See the documentationWritev0.0.3 -
Summarize
actionSummarizes a text message with the GPT-35-Turbo and GPT-4 models. See the documentationWritev0.0.2 -
Translate Text
actionTranslate text from one language to another. See the documentationRead-onlyv0.0.2
Triggers
No Azure OpenAI triggers are available yet.
TOOLS
Ollama tools
The Ollama tools this pairing puts in reach, each one running on your user's own connected account.
Actions top 8 of 10
-
Copy Model
actionCopies a model, creating a model with another name from an existing model. See the documentation.Writev0.0.2 -
Create Model
actionCreate a model from a modelfile. See the documentation.Writev0.0.2 -
Delete Model
actionDelete a model and its data. See the documentationWritev0.0.2 -
Generate Chat Completion
actionGenerates the next message in a chat with a provided model. See the documentation.Writev0.0.3 -
Generate Completion
actionGenerates a response for a given prompt with a provided model. See the documentation.Writev0.0.2 -
Generate Embeddings
actionGenerate embeddings from a model. See the documentation.Writev0.0.2 -
List Local Models
actionList models that are available locally. See the documentation.Read-onlyv0.0.2 -
Pull Model
actionDownload a model from the ollama library. Cancelled pulls are resumed from where they left off, and multiple calls will share the same download progress. See the documentation.Writev0.0.2
Triggers
No Ollama triggers are available yet.
MULTI-APP
Works with more apps
The combinations customers connect alongside these two — nothing here is limited to a pair.
REFERENCE
Toolkit details
- x-pd-app-slug
- azure_openai_service,ollama
- Primary app
- Azure OpenAI (azure_openai_service)
- Second app
- Ollama (ollama)
- Authentication
- API key + API key
- Available actions
- 15
- Available triggers
- 0