Skip to main content
Glama

HighLevel Agency & Builder MCP

Build Workflows, LeadShield Guards & Spam-Shield IVRs

ghl_workflow_ivr_builder
Idempotent

Synthesize and publish HighLevel workflows, LeadShield contact form spam guards, and call-screening IVRs. Example: ghl_workflow_ivr_builder({"locationId":"loc_123","preset":"leadshield-form-guard","dryRun":true})

Input Schema

NameRequiredDescriptionDefault
dryRunNoPreview workflow graph diff before publishing.
presetNoWorkflow or IVR blueprint preset to compile.
locationIdNoTarget HighLevel sub-account location ID.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=false, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is carried by structured data. The description adds 'publish' and a dryRun preview example, but says nothing about permissions required, what publishing changes, or reversibility beyond what annotations imply.

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

Conciseness5/5

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

Two sentences plus a compact example, with the purpose front-loaded and zero filler. Every element earns its place.

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

Completeness3/5

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

With no output schema, the description should ideally say what a compile/publish returns or what the dryRun diff contains. For a publishing tool with zero required params, this leaves the agent guessing about side effects and results.

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

Parameters3/5

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

Schema description coverage is 100%, so all three parameters are already documented in the schema. The description's example illustrates locationId/preset/dryRun together, which adds a little contextual meaning but no syntax or behavioral detail beyond the schema.

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

Purpose5/5

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

States specific verbs (synthesize, publish) and three concrete resource types (workflows, LeadShield form guards, call-screening IVRs). These are clearly distinct from the audit/governance siblings, so an agent can route to it confidently.

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

Usage Guidelines3/5

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

The example invocation implies a preview-then-publish usage pattern and the dryRun parameter hints at safe testing, but there is no explicit statement of when to use this tool versus alternatives or when it should not be used.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.