instagram · MCP Server

Improvado MCP — Instagram Data, Analyzed on the Fly

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.

Example prompts

"What are our top 5 Reels by reach this month? Include engagement rate and saves."

15 min → 20 sec

"Show Instagram Stories completion rate by content type for Q1."

20 min → 30 sec

"Compare Instagram Ads CPM and ROAS across all active campaigns this quarter."

45 min → 2 min

Works with Claude ChatGPT Cursor +5

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.

Example prompts

"Pause all Instagram ad sets where CPA exceeded $80 in the last 7 days."

25 min → 1 min

"Increase daily budget by 20% for ad sets with ROAS above 4.0 this week."

20 min → 45 sec

"Duplicate our top Reels ad creative into a new campaign targeting 25-34 female audience."

1.5 hrs → 10 min

Every action logged · Fully reversible · SOC 2 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.

Example prompts

"Alert me if any Instagram campaign's CPM increases more than 30% vs. prior 7-day average."

Manual → auto

"Every Friday: send a summary of organic reach, engagement rate, and top posts."

1 hr → auto

"Flag any ad set that spent over 100% of daily budget without reaching its impression goal."

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

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

Compare organic Reels engagement vs. paid Reels ad performance this month. Which drives more profile visits?

Answer in seconds

All data sources, one query

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.

Try asking

Alert me if any content format's average reach drops more than 25% compared to last week.

Full detail preserved

No data loss on export

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

Show me organic engagement rate by account for all 8 Instagram profiles this month.

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 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 1,000+ additional data sources in the same MCP — all through Improvado's hosted MCP server.

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