Check an influencer before an ad deal
Engagement, posting rhythm, sudden jumps and comment quality, with a clear yes or no.
Check @creator before we pay for a post: is engagement steady, any sudden jumps, do the comments look real?
Ask it to vet an influencer, break down a competitor or find what works in your TikTok niche. It pulls live numbers from public accounts and gives you the analysis right in the chat.
MCPis the standard way to plug a tool into an AI assistant. You paste one address, no code.
Is @glow.with.ava a good fit for our skincare launch? Check engagement, how often she posts and whether the comments look real.
user_profile@glow.with.avauser_postslast 24 postsuser_reelslatest reelspost_commentstop 3 postsHere is what her public account shows right now:
Comment quality: most are real questions about products and skin type. About 6% are emoji-only or look automated, which is normal for this size.
Verdict:Good fit. Ask for story reach screenshots before you sign, and brief her on a reel, her strongest format.
Example chat · sample numbers
How is @competitor doing on Instagram this month?
I can't open Instagram, so I can't see @competitor's current followers, posts or engagement.
What I know about them may be months old. You could check the profile yourself and paste the numbers here.
user_profileuser_postsuser_reels@competitor posted 14 times in the last 30 days, mostly reels. Engagement is 2.1%, down from 2.8% the month before.
Their best post is a giveaway reel with 3.4K comments. Without giveaways, comments per post fell by a third.
Write the way you would to a colleague. The assistant picks what to fetch and does the math.
Engagement, posting rhythm, sudden jumps and comment quality, with a clear yes or no.
Check @creator before we pay for a post: is engagement steady, any sudden jumps, do the comments look real?
What they post, how often, and which posts work best for them.
What did @competitor post in the last 90 days, and what do their top 5 posts have in common?
Your best and worst posts, and what sets them apart from accounts like yours.
Which of my posts did best in the last 90 days, and how are they different from @peer1 and @peer2?
Which videos of your competitors take off, compared with their usual numbers.
For these 10 TikTok accounts, show the videos from the last 30 days that got 5 times their usual views.
The accounts a brand or creator follows on Instagram or TikTok: partners, hires, collabs in the making.
Who has @brand started following lately? Group them into creators, brands and everyone else.
These are the tools your assistant sees. It calls them on its own when your question needs them.
user_profileThe public profile of an Instagram accountuser_postsAn account's posts and reels, newest first, a page at a timeuser_reelsAn account's reels, newest first, a page at a timeuser_storiesThe stories an account has up right now, with the media link, time and duration of eachuser_highlightsAn account's highlightsstory_highlightOne highlight by its id or linkpost_infoOne post or reel in fullpost_commentsThe comments on a post, a page at a timepost_likersAccounts that liked a postuser_followersThe accounts that follow an account, a page at a timeuser_followingThe accounts an account follows, a page at a timesearch_usersFinds accounts by name or username (q), a page at a timehashtag_infoA hashtag's id, name and how many posts use ithashtag_postsPosts under a hashtag, a page at a timesearch_reelsFinds reels for a text (q)tiktok_videoOne TikTok video or photo post by its link (short vm.tiktok.com links too)tiktok_user_profileA TikTok account's profile by usernametiktok_user_videosA TikTok account's videos, newest first, a page at a timetiktok_user_storiesThe stories a TikTok account has up now, by usernametiktok_user_followersThe accounts that follow a TikTok account, a page at a timetiktok_user_followingThe accounts a TikTok account follows, a page at a time, with the same fields as its followerstiktok_user_repostsThe videos a TikTok account has reposted, newest repost first, a page at a timedownload_mediaThe files of one post by its linkaccount_statusHow many requests are leftReal tasks with a prompt to copy and roughly how many requests each one takes. A request is one call, or one page of a list.
Client work, every week.
Audit @client's Instagram for the last 90 days: posting cadence, engagement rate, top 5 posts and what they have in common.
Make a monthly report for @client: posts this month, average likes and comments, best and worst post, one idea for next month.
Check @creator before we pay for a post: is engagement steady, any sudden jumps, do the comments look real?
Take a sample of @creator's followers and tell me how many look like empty or bot accounts.
Compare @a, @b and @c: how often they post, engagement, and the top 3 posts of each in the last 90 days.
Competitors, customers and launches.
What did @competitor post this week? Which post got the most comments, and what are people asking?
Find recent posts under #ourbrand and list the ones that show our product, with links.
We launched on Monday. Read the comments under our last 3 posts and sum up the questions and complaints.
Your own account, measured.
Which of my posts did best in the last 90 days, and how are they different from @peer1 and @peer2?
Look at my last 60 posts: on which days and hours do they get the most likes and comments?
Reels, carousels or photos: which format gets me the most views and comments this year?
A morning routine for creators and agencies: ≈ 300 requests a month for 10 accounts, so it runs on prepaid balance.
Every morning: check the latest videos of these 10 TikTok accounts and show the ones doing better than usual.
For @a, @b and @c, find the videos of the last 30 days with 5 times their usual views, and what they have in common.
Who do the 5 fastest-growing accounts in my niche follow? List the accounts they have in common.
What did @creator repost this month, and which topics keep coming up?
Finding and checking creators.
Find 20 home-fitness creators on Instagram, check their last posts and sort them by engagement.
For my 8 creators, put followers, engagement and posts per week in one table.
Working with public accounts.
What do people write under the last 10 posts of @brand? Which complaints repeat?
List what @official_account posted this week, with dates, captions and links.
How many posts use #topic, and what do the top posts say?
The shop down the street, checked in a minute.
Compare our café @ours with @cafe_a and @cafe_b: what they post, how often, and what gets the most comments.
Show the stories @cafe_a has up right now and the offers they mention.
Light use fits a plan: Basic covers about 10 profile analyses a month, Pro about 50 profile analyses.
Daily niche monitoring and agency work run on prepaid balance: no monthly cap, pay per request, and the balance never expires. $10 buys 6,666 requests at $1.50 per 1,000, about 666 profile analyses.
One address works everywhere. In ChatGPT, Claude and Cursor you sign in with Telegram; no key to copy.
https://storiesfly.com/mcpWorks on the Free plan too
https://storiesfly.com/mcpclaude.ai and the Claude apps
The Free plan of Claude allows one custom connector.
https://storiesfly.com/mcpIn your terminal
/mcp, pick storiesfly and sign in with Telegram.claude mcp add --transport http storiesfly https://storiesfly.com/mcpmcp.json
mcp.json (in Cursor's MCP settings, or ~/.cursor/mcp.json).{
"mcpServers": {
"storiesfly": {
"url": "https://storiesfly.com/mcp"
}
}
}Any client with HTTP MCP
https://storiesfly.com/mcp
Authorization: Bearer <API key>Basic and Pro are the whole StoriesFly subscription: anonymous stories, downloads, follower tracking and alerts in the app, with requests for ChatGPT and Claude included. One profile analysis takes ≈ 10 requests.
If you go over your plan, add balance and keep going.
MCP (Model Context Protocol) is the standard way to plug a tool into an AI assistant such as ChatGPT or Claude. You add StoriesFly's address once. After that, when your question is about an Instagram or TikTok account, the assistant asks StoriesFly for the live public data and works with it.
Only what the tools return: public profiles, posts, reels, stories, highlights, comments, likes, followers and following, hashtags and search on Instagram, and profiles, videos, stories, followers, following and reposts on TikTok. About you it learns only how many requests you have left.
No. Only public accounts. When an account is private, the assistant tells you so; that look-up counts as one request.
No. The person is not notified: you never log in to Instagram or TikTok with your own account, and your own account never appears among the story's viewers.
The assistant tells you the requests are used up and gives you the options with links: Basic, Pro or adding balance. A call that was not made is not charged. If you have balance and paying from it is on (it is on by default), the assistant keeps going on your balance.
StoriesFly accounts live in Telegram: the same sign-in as the website and the bot. It takes one tap, needs no password, and keeps the free requests to one set per person. StoriesFly never sees your Telegram messages.
Yes. The 100 requests free need only a Telegram sign-in. After that, add prepaid balance from $10 and pay per request, with no subscription.
Yes. One connection covers both. Ask about an Instagram account and a TikTok account in the same chat, and the assistant compares them.
Paste one address into ChatGPT or Claude, sign in with Telegram, and ask about any public Instagram or TikTok account.