facebook-ads · MCP Server

Facebook Ads + Improvado MCP — Campaign Clarity in Seconds

Improvado's MCP server gives your AI agent direct access to Facebook and Instagram Ads data. Query ROAS, CPM, audience performance, and creative metrics across all ad accounts in natural language. Works with Claude, Cursor, and any MCP-compatible tool.

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

Read

Read: Pull Meta Ads Performance Without Opening Ads Manager

Stop clicking through Ads Manager to answer basic performance questions. Ask your AI agent for ROAS by campaign, CPM trends by audience, creative performance, or cross-account spend summaries — and get answers instantly.

Example prompts

"What's ROAS by campaign objective across all accounts this week? Break down Prospecting vs. Retargeting."

40 min → 30 sec

"Show me top 5 creatives by CTR this month and their frequency scores."

15 min → 20 sec

"Compare CPM and CPC trends on Instagram vs. Facebook placements for Q1."

35 min → 45 sec

Works with Claude ChatGPT Cursor +5

Write

Write: Launch and Adjust Campaigns Through Your AI Agent

Improvado's MCP server gives your AI agent deep read access to Meta Ads data — and helps you prepare optimization actions. Analyze campaign performance across accounts, identify budget waste, and get AI-generated recommendations you can apply in Meta Ads Manager.

Example prompts

"Which ad sets should I pause based on CPM and purchase data this week? Show the analysis."

25 min → 30 sec

"Draft a budget increase plan for all ad sets with ROAS above 4x in the last 7 days."

30 min → 30 sec

"Compare my Q4 Retargeting campaign structure with current — what should I replicate?"

1.5 hrs → 5 min

Every action logged · Fully reversible · SOC 2 certified

Monitor

Monitor: Catch Budget Waste and Performance Drops Early

Set AI-powered watches on CPM spikes, ROAS drops, and frequency fatigue. Get notified before budget waste accumulates or audience saturation sets in.

Example prompts

"Alert me if any campaign's ROAS drops below 2x for two consecutive days."

Manual → auto

"Every Monday: send a cross-account summary of spend, ROAS, and CPM by campaign type."

2 hrs → auto

"Flag ad sets where frequency exceeds 4 and CTR is falling week-over-week."

Manual → auto

Alerts sent to Slack, email, or your AI agent

Full cycle

The Closed Loop: Read → Decide → Write → Monitor

Your AI agent doesn't just surface data — it acts. Adjust pricing, update product descriptions, manage inventory, apply discounts — all through natural language. The MCP server translates intent into API operations.

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

Ideate

Launch

Measure

Analyze

Report

Iterate

One conversation. All six phases. Every platform.

The daily grind

Common problems. Direct answers.

Challenge 1

Multi-Account Reporting Requires Hours of Tab-Switching

The problem

You manage paid social across 8 ad accounts — different brands, different regions, different agencies. Getting a consolidated ROAS picture means opening each account in Ads Manager, exporting CSVs, and merging them. Weekly reporting takes 3 hours before you can even start the analysis.

How MCP solves it

Improvado connects all Meta ad accounts to a single MCP integration. Ask your AI agent for cross-account performance summaries, segmented by campaign type, region, or brand — in one query, not eight browser tabs.

Try asking

Show me ROAS, spend, and CPA across all 8 ad accounts this week. Group by brand.

Answer in seconds

All data sources, one query

Challenge 2

Creative Fatigue Is Hard to Spot Before It Hurts Performance

The problem

Ad creative gets stale. Frequency climbs, CTR falls, CPM rises. By the time the ROAS drop shows up in your weekly report, the creative has been running 3 weeks past its prime. Manually tracking frequency and engagement trends across dozens of ad sets isn't feasible.

How MCP solves it

Your AI agent monitors frequency and CTR together across all active ad sets. It identifies creative combinations showing the classic fatigue pattern — rising frequency, falling CTR — before ROAS degradation becomes obvious.

Try asking

Find all ad sets where frequency is above 3.5 and CTR has dropped more than 25% in the last 7 days. Which creatives are affected?

Full detail preserved

No data loss on export

Challenge 3

Attribution Windows Make Performance Look Different Everywhere

The problem

Meta defaults to a 7-day click, 1-day view attribution window. Your finance team uses last-touch. Your analytics team uses a 28-day window. Everyone is looking at different numbers and calling it 'Facebook ROAS.' Reconciling attribution models requires custom exports and manual recalculation.

How MCP solves it

Improvado normalizes Meta Ads data into a consistent attribution model alongside your other paid channels. Ask your AI agent for cross-channel ROAS using a single attribution window, and stop the attribution argument once and for all.

Try asking

Compare Facebook Ads ROAS using 7-day click attribution vs. 1-day view across all campaigns. Where does the gap matter most?

Unified data model

Compare anything side by side

👥 Teams

One Framework. Five Roles. Zero Setup.

Same MCP connection, different workflows for every team member. Each role asks in natural language — the MCP server handles the complexity (rate limits, auth, schema normalization, governance) behind the scenes.

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.

FAQ

Common questions

Does this cover both Facebook and Instagram Ads?

Yes. The MCP server connects to the Meta Marketing API, which covers Facebook and Instagram placements, campaigns, ad sets, ads, and audiences. You can filter by placement, compare performance across Facebook vs. Instagram, and access creative-level metrics for both — all through Improvado's hosted MCP server.

Can I manage multiple Meta Business Manager accounts through one MCP connection?

Yes. Connect as many ad accounts as you have access to — across one or multiple Business Managers. Once connected, you can query across all accounts simultaneously or isolate specific accounts within a conversation.

Can the AI write back to Meta Ads, or is it read-only?

Both are supported. Read operations cover performance metrics, audience data, creative details, and account structure. Write operations include adjusting budgets, pausing or activating campaigns and ad sets, creating campaigns, and duplicating existing structures. Permissions are controlled by your Meta API token scope.

How does Improvado handle Meta's frequent API changes?

Meta updates their Marketing API regularly. Improvado maintains the API connector on your behalf — field deprecations, version upgrades, and schema changes are handled server-side. When Meta introduces a new API version or removes a field, Improvado updates the integration so your queries keep working without you doing anything.

How fresh is the Facebook Ads data available through Improvado MCP?

Data freshness depends on your Improvado sync schedule, which can be configured from hourly to daily depending on your plan. Facebook Ads data itself has a platform-side delay of up to 72 hours for fully attributed conversion metrics, so same-day numbers may adjust retroactively. Improvado surfaces the latest available data at query time and notes the last sync timestamp so AI agents can reason about recency accurately.

Can Improvado MCP access Facebook Ads data across multiple ad accounts and business portfolios?

Yes. Improvado MCP supports multi-account and multi-portfolio setups, aggregating data across all connected Facebook Ads accounts into a single queryable layer. This is particularly valuable for agencies or enterprise teams managing dozens of accounts, since AI agents can compare performance, budget pacing, and audience overlap across accounts without switching between them manually.

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