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Gumloop is an AI automation platform for building agents and workflows. The Gumloop MCP server lets you manage flows, trigger runs, monitor executions, interact with agents, manage skills and artifacts, connect MCP servers, and search documentation using natural language.

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What Can It Do?

  • List and manage saved flows and workbooks in your account
  • Trigger flow runs with optional input parameters
  • Monitor run status and retrieve detailed execution results
  • Create, configure, and manage agents with full lifecycle control
  • Run agent sessions and send follow-up messages conversationally
  • Manage skills by creating, updating, downloading, and deleting skill packs
  • Attach and detach skills and MCP servers on agents to change their capabilities
  • Access agent artifacts produced during sessions
  • List teams (workspaces) you belong to
  • Connect and interact with MCP servers including listing tools, calling tools, reading resources, and using prompts
  • Search documentation and get AI-powered answers
  • Access audit logs for organization-level activity tracking
  • Export organization data for workflows, agents, agent interactions, or credit logs and poll export status

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Where to Use It

Add Gumloop as a tool to any agent. The agent can then manage your automations conversationally, choosing the right actions based on context. To add an MCP tool to your agent:
  1. Open your agent’s configuration
  2. Click Add tools → Connect an app with MCP
  3. Search for the integration and select it
  4. Authenticate with your account
You can control which tools your agent has access to. After adding an integration, click on it to enable or disable specific tools based on what your agent needs.

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In Workflows (Via Agent Node)

For automated pipelines, use an Agent Node with Gumloop tools. This gives you the flexibility of an agent within a deterministic workflow.

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As a Custom MCP Node

You can also create a standalone MCP node for a specific action. This generates a reusable node that performs one task, useful when you need the same operation repeatedly in workflows.
To create a custom MCP node:
  1. Go to your node library and search for the integration
  2. Click Create a node with AI
  3. Describe the specific action you want (e.g., “Start my daily report flow”)
  4. Test the node and save it for reuse
Custom MCP nodes are single-purpose by design. For tasks that require multiple steps or dynamic decision-making, use an agent instead.

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Available Tools

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Workflow Management

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Agent Management

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Agent Sessions

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Skills

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Artifacts

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Teams

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MCP Server Management

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Documentation & Admin

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Example Prompts

Use these with your agent or in the Agent Node: List flows:
Trigger a run:
Check run status:
Create an agent:
Start a session:
Send a follow-up message:
Manage skills:
Attach a skill to an agent:
Attach an MCP server to an agent:
Download an artifact:
List connected MCP servers:
Call an MCP tool:
Search docs:
Ask Gummie:
View audit logs:
Export data:

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Troubleshooting

Agents are smart enough to chain multiple API calls together. For example, asking “Run my latest flow and show me the results” will list flows, trigger a run, and poll for completion. If results seem off, check the agent’s step-by-step reasoning.

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Need Help?

Use this integration directly in Claude or Cursor. Connect remotely via the Gumloop MCP server using credentials from your Connectors page.