Instagram
 · MCP Server

Instagram MCP — Social Data, One Question Away

Improvado's MCP server connects Instagram to your AI agent. Query organic performance, paid campaign metrics, and audience data across any account without opening Ads Manager or Meta Business Suite. Works with Claude, Cursor, ChatGPT, and any MCP-compatible tool.

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

Read: Pull Instagram Metrics Instantly

Ask your AI agent about Reels reach, Stories completion rates, post engagement, or paid campaign ROAS. Improvado pulls from the Instagram Graph API and Meta Ads API — no dashboards to navigate.

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 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
🚀 Write

Write: Manage Campaigns Without Touching Ads Manager

Pause underperformers, adjust budgets, update targeting — your AI agent acts on Instagram Ads data without you switching tools. Describe what you want in plain English.

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

⚠️ Monitor

Monitor: Catch Instagram Issues Before They Cost You

Set your AI agent to watch engagement drops, CPM spikes, and delivery anomalies. Stop checking Instagram dashboards manually — let alerts come to you.

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 Closed Loop: Read → Decide → Write → Monitor

Pause underperformers, adjust budgets, update targeting — your AI agent acts on Instagram Ads data without you switching tools. Describe what you want in plain English.

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

Challenge 1

Organic and Paid Data Live in Separate Places

THE PROBLEM

Instagram organic metrics sit in Meta Business Suite. Paid performance lives in Ads Manager. Combining them for a full-funnel view means exporting two datasets, reformatting columns, and manually merging. It takes hours for a report that should take minutes.

HOW MCP SOLVES IT

Improvado extracts both organic Instagram Graph API data and Meta Ads data into a unified schema. Your AI agent queries both in one question — no export, no merge, no reformatting.

Try asking
"Show ROAS across all 120 accounts"
Answer in seconds
All data sources, one query
Try asking
"What's my CPL in New York vs. California?"
🔍
Full detail preserved
No data loss on export
Challenge 2

Reels Algorithm Changes Kill Reach Overnight

THE PROBLEM

A format that drove 40% of reach last quarter suddenly underperforms. You only notice because monthly reporting is late. By the time the team realigns content strategy, another month is gone.

HOW MCP SOLVES IT

Set up continuous reach and engagement monitoring through your AI agent. When organic reach drops more than a defined threshold week-over-week, you get an alert — not a surprise in the monthly review.

Challenge 3

Multi-Account Reporting Doesn't Scale

THE PROBLEM

Managing multiple Instagram accounts across brands or regions means switching between profiles, running separate reports, and assembling a combined view manually. With five or more accounts, this becomes a full-time job.

HOW MCP SOLVES IT

Improvado's MCP server aggregates all Instagram accounts in one place. Your AI agent can query across all accounts simultaneously and surface cross-account trends in a single response.

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

Does Improvado's Instagram MCP support both organic and paid data?
+

Yes. Improvado connects to both the Instagram Graph API (organic: posts, Reels, Stories, audience) and the Meta Ads API (paid: campaigns, ad sets, creatives, ROAS). Both are accessible through the same MCP connection.

Can I manage multiple Instagram accounts through one MCP connection?
+

Yes. Improvado supports multi-account setups. Once your accounts are connected, your AI agent can query across all of them simultaneously or filter to a specific account by name.

Does the Instagram MCP server support Reels and Stories metrics?
+

Yes. Improvado pulls Reels reach, plays, shares, and saves, as well as Stories impressions, completions, and exits through the Instagram Graph API. All metrics are queryable through your AI agent.

Which AI tools work with the Instagram MCP server?
+

Any MCP-compatible tool: Claude Desktop, ChatGPT, Cursor, Windsurf, Gemini, or custom applications using MCP HTTP transport. The Instagram connection also gives access to 500+ additional data sources in the same MCP.

Does Improvado MCP support Instagram Reels and Stories metrics, or only feed posts?
+

Improvado MCP extracts metrics across all Instagram content types available through the Instagram Graph API, including feed posts, Reels, Stories, and IGTV where applicable. Reach, impressions, saves, shares, and engagement rate are available for each content type. Note that Stories data is only retained by Instagram for 24 hours after expiry, so Improvado must sync during that window to preserve historical Stories metrics.

Can I compare Instagram organic performance with paid Instagram Ads data in the same query?
+

Yes. Improvado MCP connects to both the Instagram Graph API (organic) and the Meta Ads API (paid) as separate data streams that can be joined in a single AI query. This lets you ask questions like which organic content formats are outperforming paid equivalents on cost-per-engagement, or how boosted posts perform relative to their organic baseline — analysis that requires switching between two separate native dashboards.

Does Improvado's Instagram MCP support both organic and paid data?
Yes. Improvado connects to both the Instagram Graph API (organic: posts, Reels, Stories, audience) and the Meta Ads API (paid: campaigns, ad sets, creatives, ROAS). Both are accessible through the same MCP connection.
Can I manage multiple Instagram accounts through one MCP connection?
Yes. Improvado supports multi-account setups. Once your accounts are connected, your AI agent can query across all of them simultaneously or filter to a specific account by name.
Does the Instagram MCP server support Reels and Stories metrics?
Yes. Improvado pulls Reels reach, plays, shares, and saves, as well as Stories impressions, completions, and exits through the Instagram Graph API. All metrics are queryable through your AI agent.
Which AI tools work with the Instagram MCP server?
Any MCP-compatible tool: Claude Desktop, ChatGPT, Cursor, Windsurf, Gemini, or custom applications using MCP HTTP transport. The Instagram connection also gives access to 500+ additional data sources in the same MCP.
Does Improvado MCP support Instagram Reels and Stories metrics, or only feed posts?
Improvado MCP extracts metrics across all Instagram content types available through the Instagram Graph API, including feed posts, Reels, Stories, and IGTV where applicable. Reach, impressions, saves, shares, and engagement rate are available for each content type. Note that Stories data is only retained by Instagram for 24 hours after expiry, so Improvado must sync during that window to preserve historical Stories metrics.
Can I compare Instagram organic performance with paid Instagram Ads data in the same query?
Yes. Improvado MCP connects to both the Instagram Graph API (organic) and the Meta Ads API (paid) as separate data streams that can be joined in a single AI query. This lets you ask questions like which organic content formats are outperforming paid equivalents on cost-per-engagement, or how boosted posts perform relative to their organic baseline — analysis that requires switching between two separate native dashboards.

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