Embedded Services

Pinkfish’s built-in MCP servers — always available to every agent in your org

Embedded Services are the MCP servers that ship with Pinkfish. Unlike Connections, they don’t require authentication or setup — every agent in your org can call them the moment it starts. They cover the capabilities most workflows reach for first: web search, code execution, charting, document processing, image and video work, email, and reading from your own resources.

Find them under Tools → Embedded Services.

What’s Available

Embedded services are grouped by what they do. The exact catalog in your org depends on plan and feature flags; the common set includes:

Category	Services
Web	Web Search, Web Scraping, HTTP Utilities
Content	Charting, Image Processing, Audio Processing, Video Processing, Document Processing
Data	Datastore (Structured), Datastore (Unstructured), File Storage, Knowledge Base, Queue Management
Agent runtime	Code Execution, Browser Automation, Email, Vault, Agent Skills
Application	3D Application, Web Application, Artifact Tools

Each row shows the service’s display name, a description, and a Test MCP tools action.

For the full reference of every tool each service exposes, see Embedded MCP Servers.

Testing a Service

Click the flask icon on any row to open the Test MCP dialog. The left panel lists every tool the service provides; the right panel renders a form generated from the tool’s input schema.

Typical flow:

1. Select a tool on the left (e.g. Google Web Search).
2. Fill in the required parameters (e.g. query) and any Optional Fields.
3. Click Execute Test.
4. Inspect the live response in the result panel below.

Use this whenever you want to learn what a tool expects before wiring it into an agent or workflow.

Using Embedded Services in Agents and Workflows

Embedded services are available to every agent without wiring. Reference them by name in the agent builder’s tool list, or invoke them from a workflow step. Because they’re always on, you don’t need to pick a connection at call time — just pick the tool.

For details on each service, open the Embedded MCP Servers reference.

Notes

• Embedded Services requires the Builder role to view from the Tools page.
• The catalog is curated by Pinkfish; new services appear automatically as they’re released.
• Services like Vault and Knowledge Base operate on your own resources — test calls operate on real data, so treat them with the same care you would in a production workflow.