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Docs · Specs out · 2 min

Lovable

Add Annsa from the connectors panel and build what customers already asked for.

Connect → Authenticate → Ask

01Add the custom MCP server

In Lovable's connectors panel choose add custom MCP server and paste:

https://app.annsa.ai/mcp

First use opens the browser for OAuth on Annsa's consent screen.

02Authenticate

The first use opens a browser on Annsa's consent screen — approve once and the six tools appear. There is no API key to paste and no token file to manage; access is your Annsa login, scoped to your workspace.

03The six tools

ToolWhat it does
annsa.prioritiesRanked priorities with scores, volume, trend and shipping-history flags
annsa.specFull spec for any priority, plus related context from past ships
annsa.actBuild, ship, share, assign, correct, park, submit feedback or a transcript
annsa.askSearch feedback, priorities, specs and help articles
annsa.surveysHow your in-product surveys are performing — each one with its instrument and results
annsa.helpHow Annsa itself works — product and how-to questions

04Three things to ask first

"What's the highest-ranked feature request?" · "Pull its spec and build the first screen" · "What did customers say about pricing?"

05Re-authenticating

Remove and re-add the server from the connectors panel — consent runs in the browser.

06When it doesn't connect

Tools not appearing: confirm the URL pasted exactly and the OAuth consent completed.

"No priorities": import some feedback into Annsa first.

07How do I add an MCP server to Lovable?

From the connectors panel, choose to add a custom MCP server and paste the server URL — for Annsa, https://app.annsa.ai/mcp. The first call opens a browser to authenticate; after consent the server's tools are available while you build.

08Can Lovable build from real customer feedback?

Connected to Annsa, yes — pull the ranked priority list and the spec behind any item, then build against it. The spec carries the customer quotes and done-when criteria, so what you generate answers a real request.

annsa

Start building from signal.

Solo-founded in Sydney in 2025. Launched February 2026.