Instagram Analytics for Agencies with MCP
Instagram Analytics Tool dedicated to agencies, MCP support and AI ready
In plain English
Agencies that look after many Instagram accounts can use a tool made to show how those accounts are doing. It is built so an AI helper can pull how each account is doing and talk about it, which helps when a client wants a quick read. Agencies pay a subscription because copying that out of Instagram for every client takes too long. The AI does most of the work of serving those results, along with the payments. The person running the product still checks that the results are presented fairly, helps agencies, and handles accounts that look unusual.
~$2,844 MRR; $2,727 verified revenue last 30 days (TrustMRR/Stripe, Oct 28, 2026)
Operator: Francesco Vaglia ⚡
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments
OpenAI API ↗LLM / vision
Meta Graph API ↗Instagram/Facebook/WhatsApp
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Connect social accounts through official APIs.
- AI drafts, schedules and repurposes posts.
- Tiered subscriptions by accounts/posts.
- Grow via creator and agency communities.
What's automated vs. the human 20%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
Instagram Analytics Tool dedicated to agencies, MCP support and AI ready
Operator: Francesco Vaglia ⚡. Category on TrustMRR: Social Media. Founded: 2022-01-22.
Estimated split: about 80% of the work automated, 20% human.
Realistic income
TrustMRR (checked Oct 28, 2026) shows about $2,844 MRR and $2,727 in Stripe-verified revenue over the last 30 days, $148,073 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Platform API rate limits and policy changes.
- Very crowded scheduler market.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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