Planning Poker With Your Own AI Teammate
Scrum Points is a free online planning poker app for agile teams. No sign-up needed — create a room, share the link or QR code, and estimate story points together in seconds from iOS, Android, or the web.
Bring your own Claude
Every other estimation tool that mentions AI runs a model of its own and guesses at your project from the story title. Scrum Points does the opposite: you connect the assistant you already use — Claude Code, Claude Desktop, Cursor, or any MCP-compatible client — and it joins the room as a participant with a 🤖 badge next to its name.
That means the thing estimating your story is the same assistant that has your repository open. It votes on the room's own scale, attaches a short rationale that everyone reads when the host reveals, and can talk through disagreements in the room chat.
• You never give Scrum Points an API key — there is nothing to sign up for and nothing to host.
• The server runs locally on your machine and talks straight to the room. Nothing from your conversation reaches us except what your assistant posts into the room: its vote, its rationale, chat messages and stories.
• The tools will not hand your assistant anyone else's vote until the host reveals the round, so it cannot anchor on the team's numbers.
• It costs nothing here. The only cost is whatever your own assistant costs you to run.
How to connect your Claude
In Claude Code, one line in a terminal:
claude mcp add scrum-points -- npx -y scrum-points-mcp
For Claude Desktop, Cursor, or any other MCP client, add the same stdio server to its config:
{
"mcpServers": {
"scrum-points": {
"command": "npx",
"args": ["-y", "scrum-points-mcp"]
}
}
}
Then ask it to join your room by its 6-character code, or run the ready-made "estimate_live" prompt the server ships and just enter the code. It waits on room changes rather than polling, so it votes and replies within about a second of a teammate doing the same.
Estimate in AI tokens, not just story points
Story points are a proxy for human effort. When a developer is mostly orchestrating an AI through a task, that proxy starts to misbehave — the work is no longer bounded by how long a person sits with it. So Scrum Points ships an AI Tokens scale: the deck is 1K, 5K, 25K, 100K, 500K and 2M instead of Fibonacci numbers, and the team sizes work by the compute it will take. Add your $ per million tokens and the room shows the approximate cost alongside the estimate.
Retrospectives in the same app
The same room code also runs a sprint retrospective: three columns (what went well, what did not, what to improve), a submit-then-reveal flow so nobody is anchored by the first card, dot voting to prioritise, and action items at the end. A connected AI can stage suggestions privately for the host to promote or dismiss — they stay invisible to the rest of the team unless the host files them.
What else is in the box
• No sign-up — join with a room code or link
• Multiple estimation scales: Fibonacci, T-shirt sizes, and more
• Host controls: reveal votes, reset rounds, manage participants
• Built-in timer, story queue, and round history
• Spectator mode for stakeholders and observers
• Sprint retrospectives with dot voting and action items
• Works on iOS, Android, and web from a single link
How it works
1. Create a free room and pick your estimation scale.
2. Share the room code or link with your team.
3. Everyone votes simultaneously — the host reveals results when ready.
4. Discuss, reset, and repeat for each story.