How to Build a Trello MCP Server (Connect AI to Your Boards)

Why Connect Trello to AI?

Trello organizes work into boards, lists, and cards. AI agents that can read and write to Trello become project management assistants: moving cards, creating tasks, pulling status updates, and summarizing board activity without you opening the app.

The problem is Trello's REST API requires OAuth, API keys, and careful endpoint construction. Building a proper integration means registering a Power-Up, managing tokens, and handling pagination across boards.

DataFaucet skips all of that.

How It Works

1. Go to DataFaucet and enter trello.com
2. Log into your Trello workspace in the cloud browser
3. Browse your boards, move cards, create lists, add comments
4. Every API call gets captured automatically
5. Select which actions become tools, click deploy

You get a hosted MCP server with tools like get_board_cards, move_card, create_card, add_comment ready to connect to any MCP client.

What Gets Captured

DataFaucet watches real Trello API traffic as you interact:

• Boards — list, create, get members, get activity
• Lists — create, archive, reorder
• Cards — create, move, assign, set due dates, add labels
• Comments — add, edit, delete
• Checklists — create items, mark complete
• Labels — create, apply, remove
• Members — list, assign to cards

Each becomes a typed MCP tool with parameters inferred from actual requests.

Example Tools Generated

get_board_cards     — Fetch all cards from a specific board
create_card         — Create a new card on a list
move_card           — Move card between lists
add_checklist_item  — Add item to a card's checklist
assign_member       — Assign a member to a card
set_due_date        — Set or update card due date
get_board_activity  — Get recent activity feed

Use Cases

• Sprint management — AI moves cards to "Done" when PRs merge, creates cards from Slack messages
• Standup automation — AI summarizes what moved yesterday, what's blocked, what's due today
• Client reporting — AI pulls board activity and generates weekly status updates
• Task creation — "Create a card for the bug John reported" from any AI client
• Board analytics — AI counts cards per list, identifies bottlenecks, tracks cycle time

Connect to Your AI Client

{
  "mcpServers": {
    "trello": {
      "url": "https://datafaucet.dev/api/mcp/YOUR_SERVER_ID/sse"
    }
  }
}

Works with Claude Desktop, Cursor, Windsurf, Codex, and any MCP-compatible client.

Why Not Use Trello's API Directly?

You can. But you'll spend time on OAuth setup, endpoint discovery, pagination handling, and error management. DataFaucet captures exactly the calls you need from real browser interaction and hosts the resulting server. No API docs to read, no tokens to manage, no code to deploy.

Get Started

Create your Trello MCP server in 60 seconds. Free tier includes 3 servers, no credit card required.

Related: Jira MCP Server for Atlassian users, Linear MCP Server for Linear teams, Notion MCP Server for docs and databases.