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FastSocialCo/instagram-data-mcp-python

FastSocialCo/instagram-data-mcp-python

Local (stdio) MCP server for public Instagram data, published on PyPI as instagram-data-mcp. Read-only.
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Install command from the repository
pip install instagram-data-mcp
This command comes from the repository itself; we cannot guarantee it runs as-is in every client.
Star count
0 ★ · FastSocialCo/instagram-data-mcp-python · read from the repository page · (checked 2026-10-16 20:00:20)
Source
read directly from its GitHub page · type: open-source project
Harvest history
first seen 2026-10-10 · last seen 2026-10-10 · seen 3× · listed by 1 sources
Score
score 103 · 1 sources · repo
Install
pip install instagram-data-mcp
FAQ (answers come from our records)
How do I install it?
The repository provides this install command: pip install instagram-data-mcp. It comes from the repository itself; we cannot guarantee it runs as-is in your client.
Who is it for?
We filed it under these tags: MCP 服务. The tags come from the entry itself, not a taxonomy we imposed.
Who maintains it?
repository FastSocialCo/instagram-data-mcp-python;first catalogued 2026-10-10;last seen 2026-10-10。There is no official certification or quality rating here — we record sources and dates only.
Third-party quality signals

instagram-data-mcp (local stdio package)

以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →

A small local MCP server for public Instagram data, published on PyPI as instagram-data-mcp.
It gives Claude, Cursor and any other MCP client 28 read-only tools: profiles, posts, reels,
stories, highlights, comments, likers, followers, hashtags, places, audio, search
and a daily ranking of the 2,000 most-followed accounts.
Most people don't need this package. The same tools are available from the remote server at
https://data.fastsocial.co/mcp, with sign-in in the browser and nothing to install. Setup for
that is in FastSocialCo/instagram-data-mcp.
Use this package if your client only runs local (stdio) servers.
Run it
Get a key at https://fastsocial.co/instagram-api?ref=pypi (there is a free plan), then:
No uvx? pip install instagram-data-mcp and use "command": "instagram-data-mcp" instead.
What it does and what it sends
The whole server is server.py, about 150 lines. It reads the
bundled openapi.json (the public spec of the Instagram
Data API) and turns each GET endpoint into one tool.
When a tool is called, it makes one HTTPS GET request to https://data.fastsocial.co/v1/
with the tool's arguments as query parameters, your key in the X-API-Key header and
instagram-data-mcp as the user agent. It returns the JSON response as is. That is the only
network request it makes.
- Every tool reads. Each one is marked readOnlyHint: true. None can log in to Instagram, post,
follow, like or message.
- It writes no files and stores nothing. Your key stays in your client's config and is only ever
sent in that header.
- No install scripts, no telemetry.
Privacy policy: https://fastsocial.co/privacy · Terms: https://fastsocial.co/terms
Settings
| Env var | Default | |
|---|---|---|
| IG_DATA_API_KEY | none | Required |
| IG_DATA_API_BASE | https://data.fastsocial.co | |
| IG_DATA_API_TIMEOUT | 60 | Seconds |
Tools
The tool list and what each one costs in credits are in the
Source
github · https://github.com/FastSocialCo/instagram-data-mcp-python
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