Data API · Edge feature

Your analytics, in any tool that reads a URL

A read-only Data API pulls your Flux LinkedIn metrics straight into Excel, Google Sheets, Looker Studio, or Power BI. One BI key, CSV or JSON, no export-and-re-upload.

GET engagement-trends · JSON
GET https://fluxgraph.app/api/v1/datasets/engagement-trends?profile_id=YOUR_PROFILE_ID&granularity=daily&from=-90d
Authorization: Bearer YOUR_BI_KEY

{
  "data": {
    "profile_id": "YOUR_PROFILE_ID",
    "granularity": "daily",
    "rows": [
      { "profile_id": "YOUR_PROFILE_ID", "profile_name": "Jane Doe", "date": "2026-06-01",
        "engagement": 412, "likes": 380, "comments": 24, "shares": 8, "posts": 1 }
    ]
  },
  "meta": { "schema_version": "v1" }
}

API vs MCP

Two ways to get your data out

MCP is for AI agents — Claude, Cursor, anything that speaks the protocol. The Data API is for the tools you already live in: spreadsheets and BI dashboards that just need a URL.

MCP · Agents

Query from Claude & Cursor

40+ tools over HTTP — search, score drafts, pull engagers — from inside any MCP client.

Explore MCP

Data API · BI

Feed Excel, Sheets, Looker, Power BI

A read-only key and a URL. Live numbers in the dashboards you already build in.

The headline feed

Engagement trends, as a feed

The engagement-trends endpoint returns your daily, weekly, or monthly engagement as tidy rows — likes, comments, shares, and posts per period — ready to chart.

profile_idprofile_namedateengagementlikescommentssharesposts

Granularity daily · weekly · monthly, any date range, one row per bucket.

Connectors

Drop it into the tools you already use

Append format=csv for spreadsheet-native output, or leave it off for JSON. Authenticate with a read-only BI key — generate one from the Connect page, which walks you through a profile-filled setup.

Google Sheets
=IMPORTDATA("https://fluxgraph.app/api/v1/datasets/engagement-trends?profile_id=YOUR_PROFILE_ID&granularity=daily&from=-90d&format=csv&key=YOUR_BI_KEY")

Replace YOUR_PROFILE_ID with the profile_id from your dashboard URL and YOUR_BI_KEY with a read-only key. The same URL works in Excel (Data → From Web), Looker Studio (URL connector), and Power BI (Web source).

Google Sheets

IMPORTDATA on the CSV URL — refreshes on open.

Excel

Data → Get Data → From Web, paste the CSV URL. Windows, Mac, and web.

Looker Studio

Add the URL as a community/URL data source.

Power BI

Get Data → Web, paste the URL, set the key header.

Four feeds, one key

Trends, posts, overview, breakdown

Four datasets share the same auth and the same tidy-row shape: engagement-trends for time series, posts for one row per post, overview for a one-row scorecard, and breakdown for sums by weekday, hour, format, or length. The full parameter and column reference lives in the docs.

Put your analytics where you already work.

One read-only key. Excel, Sheets, Looker, Power BI, or raw JSON.