Metabase
 · MCP Server

Improvado MCP — From Metabase Dashboards to AI-Powered Marketing Answers

Stop building Metabase Questions for every marketing request. Improvado MCP gives your AI agent direct access to campaign data from 1,000+ platforms — performance, attribution, spend — in plain English.

46K+ metrics · Read & Write access · 500+ platforms · <60s setup
📈 Read

Read: Marketing Answers Without the Question Builder

Improvado connects 1,000+ marketing platforms and harmonizes the data. Your AI agent queries it all — ROAS, CPA, channel comparisons — without writing SQL or navigating Metabase.

Your AI agent reads harmonized data across 500+ platforms. "Cost" in Google Ads and "spend" in Meta Ads resolve to the same field automatically.

Example prompts
"Show anomalies across all accounts" 2h → 40s
"CPL in New York vs. California?" 1h → 30s
"ROAS by campaign type, last 30 days" 45m → 15s
Works with Claude ChatGPT Cursor +5
🚀 Write

Write: Manage Campaigns Directly Through AI

Your AI agent acts on marketing data — pause underperformers, shift budgets, launch campaigns — all through Improvado MCP without switching between Metabase and ad platforms.

250+ governance rules enforce naming conventions, budget limits, and KPI thresholds. SOC 2 Type II certified.

Write actions
"Launch A/B test, $5K budget" 5 days → 20m
"Shift 20% of Display to PMax" 2h → 1m
"Pause all ad groups with CPA > $50" 30m → 10s
🛡 Every action logged · Fully reversible · SOC 2 certified
⚠️ Monitor

Monitor: Campaign Alerts Without Manual Dashboard Checks

Improvado MCP monitors marketing data in real time. Get alerted when campaigns overspend, CPAs spike, or data sources go silent — without refreshing Metabase dashboards.

Automated weekly reports, anomaly flagging, and budget alerts — all from a single conversation. No more morning check-ins across 5 dashboards.

Monitor prompts
"Flag ad groups over 120% budget" 3h → 1m
"Weekly report: spend, CPA, anomalies" 3h → auto
"Which creatives are fatiguing?" 2h → 30s
Alerts sent to Slack, email, or your AI agent
💡
Ideate
🚀
Launch
📈
Measure
🔍
Analyze
📝
Report
🔄
Iterate
One conversation. All six phases. Every platform.
🔄 Full Cycle

The Full Marketing Loop: Read → Decide → Act → Monitor

Your AI agent acts on marketing data — pause underperformers, shift budgets, launch campaigns — all through Improvado MCP without switching between Metabase and ad platforms.

Every phase runs through the same MCP connection. One protocol, all platforms, full governance. No switching between tools.

Challenge 1

Every Marketing Question Becomes a Metabase Request

THE PROBLEM

Need ROAS by geo? CPA by campaign? Cross-channel spend? Each answer means building a new Metabase Question, writing SQL, and formatting results. Analysts become the bottleneck for basic marketing data.

HOW MCP SOLVES IT

Improvado MCP gives your AI agent instant access to harmonized marketing data from 1,000+ platforms. Ask in plain English, get answers in seconds. No SQL, no Question builder.

Try asking
"Show ROAS across all 120 accounts"
Answer in seconds
All data sources, one query
Challenge 2

Cross-Channel Comparison Requires SQL and Manual Joins

THE PROBLEM

Metabase can query individual databases, but comparing Google Ads with Meta and LinkedIn means joining different data sources — each with different field names and metric definitions. Most marketers can't write that SQL.

HOW MCP SOLVES IT

Improvado normalizes data from 1,000+ platforms into one unified model. Your AI agent queries across all channels in a single prompt — consistent metrics, no SQL required.

Try asking
"What's my CPL in New York vs. California?"
🔍
Full detail preserved
No data loss on export
Challenge 3

Marketing Data Freshness Is Invisible in Metabase

THE PROBLEM

Metabase dashboards show data, but don't tell you how fresh it is. If a data pipeline broke overnight, you see yesterday's numbers without knowing they're stale. Decisions based on stale data waste budget.

HOW MCP SOLVES IT

Improvado MCP monitors data freshness across all platforms. Your AI agent alerts you the moment a source stops reporting — before stale data affects decisions.

Try asking
"PMax vs. Search ROAS for Q1?"
⚖️
Unified data model
Compare anything side by side
Agency CEO
Portfolio health. Client risk. Revenue signals.
Media Strategist
70% strategy, not 70% ops. Auto campaign QA.
Marketing Analyst
Zero wrangling. Cross-platform. AI narratives.
Account Manager
QBR decks auto-generated. Call prep in 30s.
Creative Director
Performance-to-brief. Predict winners before spend.
👥 Teams

One Framework. Five Roles. Zero Setup.

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.

Frequently Asked Questions

How is Improvado MCP different from using Metabase?
+

Metabase requires SQL or the Question builder for each query. Improvado MCP gives AI agents instant access to harmonized marketing data from 1,000+ platforms — in plain English.

Does Improvado replace Metabase?
+

Not for general analytics. Improvado MCP replaces the need to build Metabase Questions for marketing data specifically. Campaign data from all ad platforms is already harmonized and queryable by AI.

What platforms does Improvado MCP connect to?
+

1,000+ marketing platforms including Google Ads, Meta, LinkedIn, TikTok, Amazon Ads, Salesforce, HubSpot, and GA4.

Which AI tools work with Improvado MCP?
+

Claude, ChatGPT, Cursor, Windsurf, and any MCP-compatible tool.

Can AI agents take actions through Improvado MCP?
+

Yes. Pause campaigns, adjust budgets, launch ads — with governance, audit logging, and SOC 2 Type II certification.

How quickly can I start?
+

Under 60 seconds. Connect Improvado MCP to your AI agent. If you're already an Improvado user, your data is pre-connected.

How is Improvado MCP different from using Metabase?
Metabase requires SQL or the Question builder for each query. Improvado MCP gives AI agents instant access to harmonized marketing data from 1,000+ platforms — in plain English.
Does Improvado replace Metabase?
Not for general analytics. Improvado MCP replaces the need to build Metabase Questions for marketing data specifically. Campaign data from all ad platforms is already harmonized and queryable by AI.
What platforms does Improvado MCP connect to?
1,000+ marketing platforms including Google Ads, Meta, LinkedIn, TikTok, Amazon Ads, Salesforce, HubSpot, and GA4.
Which AI tools work with Improvado MCP?
Claude, ChatGPT, Cursor, Windsurf, and any MCP-compatible tool.
Can AI agents take actions through Improvado MCP?
Yes. Pause campaigns, adjust budgets, launch ads — with governance, audit logging, and SOC 2 Type II certification.
How quickly can I start?
Under 60 seconds. Connect Improvado MCP to your AI agent. If you're already an Improvado user, your data is pre-connected.

Stop Reporting. Start Executing.

Connect your data to an AI agent in under 60 seconds. The closed loop starts with one conversation.

SOC 2 Type II
GDPR
500+ Platforms
46K+ Metrics