Free AI Opportunity Check — Connector

Connection

• Type: MCP (Streamable HTTP, JSON responses, stateless)
• Endpoint: https://annalanderson.com/api/public/mcp (POST)
• Access: approved assistants only. Send the issued API key as Authorization: Bearer <key> (or X-API-Key). Keys are issued privately and never published.
• No end-user account, sign-in or payment is required.
• Limits: requests up to 16 KB; optional task example up to 1000 characters.

Tools

run_free_ai_check

Returns 1–3 opportunity themes, each with reasons and a practical next step.

• size — How many people are in your team or firm? (one of: Just me, 2–10, 11–50, 50+)
• hours — Approximately how much time does your team spend on repetitive administration each week? (one of: 0–2 hours, 3–5 hours, 6–10 hours, 10+ hours, Not sure)
• goal — What would make the biggest difference to your business over the next 90 days? (up to 3 of: Free up time and capacity, Improve lead follow-up and sales conversion, Deliver work more consistently, Improve service quality and customer experience, Help the team use AI effectively, I'm not sure yet)
• challenge — What most often gets in the way? (up to 3 of: Repetitive manual tasks, Slow follow-up or missed handoffs, Information scattered across different tools, Inconsistent outputs or too much rework, Uncertainty about where AI would help, Something else)
• task_example — optional text, up to 1000 characters.

get_fit_call_link

Returns the link to book a free 15-minute AI Fit Call, intended only when the person asks. It does not book appointments, access calendars, collect contact details or take payments.

Privacy

Answers sent through the connector are processed on this website's server to produce the result and are not saved by the connector. The hosting provider may keep standard request logs (such as time, address and status) for security and operations. The assistant you use handles your conversation under its own privacy policy. See the Privacy Policy.