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n8n-workflow-builder-mcp

n8n-workflow-builder-mcp

by ifmelate
OverviewSchemaSourceRelated ServersDiscussionsAdmin
JavaScript
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add_ai_connections

Integrates AI components like models, tools, and memory nodes into a specified workflow by connecting them to an agent node for enhanced automation.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "workflow_name": "<workflow_name>",
      "agent_node_id": "<agent_node_id>"
    },
    "name": "add_ai_connections"
  }
}

Input Schema

NameRequiredDescriptionDefault
agent_node_idYesThe ID of the agent node that will use the model and tools
memory_node_idNoThe ID of the memory node (optional)
model_node_idNoThe ID of the language model node (optional)
tool_node_idsNoArray of tool node IDs to connect to the agent (optional)
workflow_nameYesThe Name of the workflow to add the AI connections to

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

D1/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Tool has no description.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness1/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Tool has no description.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Tool has no description.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Tool has no description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

Tool has no description.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Tool has no description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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