Looker
 · MCP Server

Connect Looker Data to AI with Improvado MCP — Ask, Don't Build

Building Looker explores for every marketing question slows your team down. Improvado MCP gives your AI agent direct access to campaign data from 1,000+ platforms — ROAS, spend, attribution, creative performance — without LookML, without waiting for analysts.

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

Read: Marketing Answers Without Building Explores

Your marketing data already flows through Improvado from 1,000+ platforms. Now your AI agent queries it directly — campaign performance, cross-channel attribution, budget pacing — no Looker explore required.

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: Launch and Optimize Campaigns via AI

Your AI agent doesn't just read marketing data — it acts on it. Pause underperformers, reallocate budget, launch new campaigns — all through Improvado MCP, without switching between Looker 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: Catch Budget and Performance Issues Before They Hit Dashboards

Stop refreshing Looker dashboards to check if something broke. Improvado MCP monitors your campaigns continuously and alerts your AI agent the moment metrics go off track.

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 doesn't just read marketing data — it acts on it. Pause underperformers, reallocate budget, launch new campaigns — all through Improvado MCP, without switching between Looker 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 Requires an Analyst to Build a Look

THE PROBLEM

Your marketing team needs ROAS by campaign, CPA by channel, or budget pacing by region. But getting answers means asking an analyst to build a Looker explore, wait hours (or days), and hope the dimensions are right. During planning cycles, analysts are buried.

HOW MCP SOLVES IT

Improvado MCP gives your AI agent direct access to harmonized marketing data from 1,000+ platforms. Anyone on the team asks in plain English — the AI queries the data instantly. Analysts focus on modeling, not answering repetitive lookups.

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

Cross-Channel Comparison Requires Manual CSV Exports

THE PROBLEM

Comparing Google Ads performance with Meta and LinkedIn means pulling data from separate Looker explores, exporting CSVs, and joining them in a spreadsheet. Different naming conventions, different metrics definitions — by the time you're done, the numbers are stale.

HOW MCP SOLVES IT

Improvado normalizes marketing data across all platforms into one unified model. Your AI agent queries Google, Meta, LinkedIn, TikTok — all in a single prompt, with consistent metric definitions. No exports, no manual joins.

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

Marketing Dashboards Go Stale Without Anyone Noticing

THE PROBLEM

Your Looker marketing dashboard shows yesterday's numbers — but the data pipeline broke at 3am. Nobody notices until the weekly review when the VP asks why spend looks flat. Stale data leads to wrong decisions.

HOW MCP SOLVES IT

Improvado MCP monitors data freshness across all 1,000+ connected platforms. Your AI agent alerts you the moment a data source stops reporting — hours before anyone opens a dashboard.

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 querying Looker directly?
+

Looker requires building explores and knowing LookML to get answers. Improvado MCP lets your AI agent query harmonized marketing data from 1,000+ platforms directly — in plain English. No Looker license, no LookML knowledge, no analyst bottleneck.

Does Improvado replace Looker?
+

Improvado MCP doesn't replace Looker for general BI. It replaces the need to build Looker dashboards for marketing data specifically. Your marketing data from Google Ads, Meta, LinkedIn, and 1,000+ other platforms is already harmonized and queryable by AI — without building explores.

What marketing platforms does Improvado MCP connect to?
+

1,000+ platforms including Google Ads, Meta Ads, LinkedIn Ads, TikTok, Amazon Ads, Salesforce, HubSpot, GA4, and every major ad, CRM, and analytics platform. Full list at improvado.io/integrations.

Which AI tools work with Improvado MCP?
+

Any MCP-compatible tool: Claude Desktop, ChatGPT, Cursor, Windsurf, and custom AI applications. Claude is most commonly used due to native MCP support.

Can Improvado MCP also write data back to ad platforms?
+

Yes. Through the MCP server, AI agents can pause campaigns, adjust budgets, launch new ad groups, and optimize bids across platforms like Google Ads and Meta — all with governance controls and audit logging.

Is my data secure through Improvado MCP?
+

Yes. Improvado stores all platform credentials in an encrypted vault — SOC 2 Type II certified. Your AI agent never sees raw API keys. Queries go through Improvado's secure proxy with prompt injection protection.

How is Improvado MCP different from querying Looker directly?
Looker requires building explores and knowing LookML to get answers. Improvado MCP lets your AI agent query harmonized marketing data from 1,000+ platforms directly — in plain English. No Looker license, no LookML knowledge, no analyst bottleneck.
Does Improvado replace Looker?
Improvado MCP doesn't replace Looker for general BI. It replaces the need to build Looker dashboards for marketing data specifically. Your marketing data from Google Ads, Meta, LinkedIn, and 1,000+ other platforms is already harmonized and queryable by AI — without building explores.
What marketing platforms does Improvado MCP connect to?
1,000+ platforms including Google Ads, Meta Ads, LinkedIn Ads, TikTok, Amazon Ads, Salesforce, HubSpot, GA4, and every major ad, CRM, and analytics platform. Full list at improvado.io/integrations.
Which AI tools work with Improvado MCP?
Any MCP-compatible tool: Claude Desktop, ChatGPT, Cursor, Windsurf, and custom AI applications. Claude is most commonly used due to native MCP support.
Can Improvado MCP also write data back to ad platforms?
Yes. Through the MCP server, AI agents can pause campaigns, adjust budgets, launch new ad groups, and optimize bids across platforms like Google Ads and Meta — all with governance controls and audit logging.
Is my data secure through Improvado MCP?
Yes. Improvado stores all platform credentials in an encrypted vault — SOC 2 Type II certified. Your AI agent never sees raw API keys. Queries go through Improvado's secure proxy with prompt injection protection.

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