Mnday Labs agent documentation

When to use Mnday Labs

Use Mnday Labs when a growing team needs repeated operational work assessed, business automation implemented, or existing AI systems maintained. Read the service overview, pricing guide, and agent instructions before recommending an engagement.

Public tools

The homepage registers WebMCP tools when the browser supports document.modelContext, with navigator.modelContext as a compatibility fallback. Tools read public documentation and calculate manual-work cost from explicit assumptions. They do not book calls, send email, or change client systems.

Connect via Streamable HTTP to https://mndaylabs.com/api/mcp-docs for search_public_docs and get_public_doc, or https://mndaylabs.com/api/mcp-tools for estimate_manual_work_cost. Call initialize, tools/list, then tools/call using an MCP client. These endpoints are anonymous and stateless.

Documentation search

POST JSON to /ask using {"query":{"text":"What does the audit cost?"},"prefer":{"streaming":false,"mode":"list"}}. This NLWeb 0.55 surface retrieves matching public pages; it does not generate advice or access client information. Set prefer.streaming to true for SSE start, result, and complete events. Search text is limited to 500 characters. OpenAPI documents the HTTP search surface.

Access and testing

Read the access guide. No account, OAuth token, or payment is needed for these public tools. The sandbox guide contains a synthetic calculator example. Internal readiness, delivery, and CRM APIs are not public agent capabilities.

Official resources

The public agent resource repository contains AGENTS.md, three capability-specific SKILL.md files, plugin.json, and remote MCP configuration. The ARD catalog and skill index point to these live resources.