
Instagram Profile MCP Server
io.github.afanasenkoaPublished by GitHub account afanasenkoav0.0.24Updated Nov 2, 2026
Instagram profiles for AI agents — followers, similar accounts, keyword and location search.
The publisher's own server: InstaVision — Instagram niche discovery
Overview
Hosted Apify MCP server that gives an assistant Instagram profile data: followers, similar accounts, and keyword or location discovery.
- What you can do
- Export the follower or following list of a public Instagram account
- Enrich a list of handles you already have with profile details
- Expand seed handles through Instagram's Suggested for You
- Find accounts by keyword or by location
- List the accounts that engaged with a given post
- Profile records can carry up to 38 fields, including emails, bio links, engagement rate, business category and language
- When to use it
- Useful for influencer research, audience analysis, lead or prospect discovery, and competitor or community mapping on Instagram, when you want an assistant to pull public profile data without building your own scraper.
- Requirements
- A remote Streamable HTTP endpoint hosted on Apify; no local install. An Apify API token is required, sent as a bearer token in the Authorization header and created in the Apify Console under Integrations. Network access to the Apify endpoint.
Installation
In SourceWeft
- Open Instagram Profile MCP Server in the dashboard and add it to a workspace.
- Connect Authorization token credentials. They are stored privately and never shown on public pages.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.afanasenkoa%2Finstagram-profile-mcp-server/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Other MCP clients
Add this to your client's mcpServers config.
{
"mcpServers": {
"instagram-profile": {
"type": "http",
"url": "https://afanasenko--instagram-profile-scraper-mcp-server.apify.actor/mcp",
"headers": {
"Authorization": "Bearer <YOUR_TOKEN>"
}
}
}
}README
Apify MCP servers
Registry manifests for two hosted Model Context Protocol servers. Both run as Apify Actors in Standby mode and speak Streamable HTTP.
This repository holds the server.json files only — it is the public home the
MCP registry points at. The server implementations
live in their own repositories.
Servers
io.github.afanasenkoa/zillow-mcp-server
Zillow property and agent data. Three tools:
Each row carries address, price, beds and baths, agent name, email and phone, Zestimate, schools, photos and price history.
Endpoint: https://afanasenko--zillow-mcp-server.apify.actor/mcp
Store page: https://apify.com/afanasenko/zillow-mcp-server
io.github.afanasenkoa/instagram-profile-mcp-server
Instagram profile data. Six tools:
Up to 38 fields per profile, including emails, bio links, engagement rate, business category and language.
Endpoint: https://afanasenko--instagram-profile-scraper-mcp-server.apify.actor/mcp
Store page: https://apify.com/afanasenko/instagram-profile-scraper-mcp-server
Connecting
Both endpoints require an Apify API token, passed as a bearer token. Create one under Apify Console → Integrations.
An unauthenticated request returns 401 with api-token-missing — that is the Standby actor
asking for the token, not an outage.
Both servers are billed per result through Apify's pay-per-event model, at the same price as the batch actor behind them. A tool call starts a real run, so it costs what that run costs.
Publishing
Bump version in the manifest whenever the underlying actor's version changes, or the registry
rejects the publish as a duplicate.
Licence
MIT — see LICENSE. The licence covers these manifests; the actors themselves are commercial and are not distributed here.
Source: README.md at commit 33ee4df
Tools
0Version history
1- v0.0.24LatestSep 16, 2026
Score
85% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 daysRequired25 pts
- Auth declaredRequired10 pts
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts
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