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Improvado gives your AI agent direct access to Mailchimp data through an MCP server. Query open rates, click-through rates, audience growth, automation funnels, and revenue attribution — all in natural language. Works with Claude, ChatGPT, Cursor, and any MCP-compatible tool.
Stop downloading Mailchimp reports and building custom dashboards. Ask your AI agent for campaign performance by segment, list growth trends, automation conversion rates, or revenue per email — instantly, across any audience, tag, or date range.
Your AI agent reads harmonized data across 500+ platforms. "Cost" in Google Ads and "spend" in Meta Ads resolve to the same field automatically.
Your AI agent doesn't just read Mailchimp data — it acts on it. Update campaign settings, modify audience tags, schedule sends, and manage automation workflows through natural language.
250+ governance rules enforce naming conventions, budget limits, and KPI thresholds. SOC 2 Type II certified.
Set up watches on the email metrics that matter for deliverability and engagement. Your AI monitors Mailchimp campaigns and flags unsubscribe spikes, bounce rate increases, and automation drop-offs before they affect sender reputation.
Automated weekly reports, anomaly flagging, and budget alerts — all from a single conversation. No more morning check-ins across 5 dashboards.
Your AI agent doesn't just read Mailchimp data — it acts on it. Update campaign settings, modify audience tags, schedule sends, and manage automation workflows through natural language.
Every phase runs through the same MCP connection. One protocol, all platforms, full governance. No switching between tools.
Mailchimp lets you send to multiple segments, but comparing performance across them requires building separate reports for each segment, then manually combining the results. Most teams default to sending to the whole list and never measure whether segmentation would have helped.
Improvado extracts Mailchimp send-level data with full segment context. The MCP server lets your AI compare open rates, clicks, and revenue across segments in one query — with no manual report assembly.
Welcome sequences and drip automations set up months ago continue to run without performance reviews. Open rates drop, conversion rates slip, but nobody is tracking step-level performance because building that view requires multiple Mailchimp reports and a spreadsheet.
Improvado normalizes Mailchimp automation data at the step level. The MCP server lets your AI audit every active automation — entry rates, step completion rates, revenue per automation — and flag any that are underperforming their historical average.
Mailchimp tracks clicks and e-commerce events, but attributing email revenue to specific campaigns or segments — especially for non-transactional sends — requires joining Mailchimp data with CRM or e-commerce data. This join doesn't happen automatically, so email ROI is chronically underreported.
Improvado connects Mailchimp campaign data with e-commerce platforms and CRM data in a unified model. The MCP server lets your AI calculate true revenue attribution per campaign, per segment, and per automation — without manual data joining.
Same MCP connection, different workflows for every team member. Agency CEOs get portfolio health. Media Strategists get campaign QA. Analysts get cross-platform reports. Account Managers get auto-generated QBR decks. Creative Directors get performance-based briefs.
Each role asks in natural language. The MCP server handles the complexity — rate limits, auth, schema normalization, governance — behind the scenes.
Campaign performance metrics (send volume, opens, clicks, bounces, unsubscribes, revenue), audience lists and segments, subscriber-level activity, automation step performance, A/B test results, list growth over time, and e-commerce event data.
Yes. The MCP server extracts step-level data from Mailchimp automations and Customer Journey Builder workflows. You can query entry rates, step completion rates, and drop-off points across all active automations.
Both. Read operations include all campaign, audience, and automation analytics. Write operations include creating and updating campaigns, modifying audience tags, scheduling sends, and managing automation settings. Permissions are scoped to your Mailchimp API key.
Yes. Improvado normalizes Mailchimp data alongside CRM and e-commerce data in a unified model. Your AI can calculate email-to-purchase attribution, compare email-driven revenue across platforms, and measure list quality relative to conversion outcomes.
Any MCP-compatible client — Claude Desktop, ChatGPT, Cursor, Windsurf, Gemini, and custom applications using MCP HTTP transport. Claude is the most commonly used due to native MCP support.
If you're already an Improvado user, connect Mailchimp in the integrations panel and start querying at app.improvado.io/agent. For Claude Desktop or Cursor, add one line to your MCP config — under 60 seconds.
Connect your data to an AI agent in under 60 seconds. The closed loop starts with one conversation.
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