{"id":"busybee3333-go-high-level-mcp-2026-complete","name":"Go-High-Level-MCP-2026-Complete","af_score":54.0,"security_score":69.8,"reliability_score":30.0,"what_it_does":"Provides an MCP server that exposes a large set of GoHighLevel (GHL) CRM operations as MCP tools (e.g., contacts, messaging, calendars, opportunities, invoices/payments, workflows, and more) so AI clients can automate actions via natural-language tool calls.","best_when":"You want an AI agent to directly operate a GoHighLevel account through MCP tool calls and you can securely manage a GHL Private Integrations API key with least-privilege scopes.","avoid_when":"You cannot securely store/manage integration credentials or you cannot implement rate limiting, permission gating, and human-in-the-loop controls for write actions.","last_evaluated":"2026-03-30T15:33:20.824987+00:00","has_mcp":true,"has_api":false,"auth_methods":["GoHighLevel Private Integrations API key (scoped)"],"has_free_tier":false,"known_gotchas":["Write actions require appropriate GHL scopes; agents should avoid unnecessary write calls","Rate limiting guidance is mentioned conceptually, but specific rate-limit handling (retry/backoff rules) is not provided in the excerpt","Large tool surface area (hundreds of tools) increases the chance of selecting the wrong tool/parameters without guardrails"],"error_quality":0.0}