Sourcelane

Instagram Growth & Engagement Tracker

Instagram

Operated by Sourcelane✓ verified

Track Instagram follower growth and engagement over time run on a schedule to log follower deltas, average likes/comments, engagement rate, and posting frequency for any profile.

Read full description

Collects per-run snapshots of Instagram profiles to create time-series data for growth and engagement analysis. Each run captures profile statistics (follower, following, and post counts; full name and account flags; category and inferred influencer tier), engagement metrics computed from recent posts (average likes, comments, views; engagement rate; date of last post; posting cadence), and growth deltas versus the previous snapshot (changes in counts, days since prior snapshot, and growth per day). The connector analyzes recent posts to compute averages and rates, can be configured to analyze a specified number of recent posts or focus on counts only, and can be executed on a schedule to produce longitudinal snapshots without requiring account login.

Verified Sep 28, 3:55 AM

$0.0035

per profile snapshot

Up to 100 per call. Only pay for results returned; failed calls are refunded.

What people use it for

You give it

  • Usernamesrequired

    Instagram usernames to track.

Optional settings

Posts to analyze

You get back

People & accounts
UsernameFull nameVerified
Numbers & stats
Follower countFollowing countMedia countAvg likesAvg views
Dates
Checked atLast post atPrevious checked at
Other details
PrivateBusinessCategoryTierPosts analyzedAvg commentsEngagement rateAvg days between posts+6 more

Trust & reliability

7d uptime trend
WindowUptimeSuccess ratep50p95Calls
24h————0
7d————0
30d————0

Calling contract

Call it through Sourcelane's gateway or MCP server. We run the connector, apply your agent's spend guardrails, and bill only the results returned.

Call it via Sourcelane

curl -X POST https://api.usesourcelane.com/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"instagram-growth-tracker","params":{"usernames":["natgeo"]},"maxResults":10}'

Request params

FieldTypeRequiredDescription
usernamesarrayrequiredInstagram usernames to track (with or without @). Run this connector on a schedule to record follower and engagement changes over time - each run reports the change since the previous run.
postsToAnalyzeintegeroptionalHow many of each profile's most recent posts to analyze for average likes, comments, views, engagement rate, and posting frequency. Set 0 to track follower counts only. Max 50.

Each result contains

FieldTypeDescription
usernamestringUsername
fullNamestringFull Name
checkedAtstringChecked At
isVerifiedbooleanIs Verified
isPrivatebooleanIs Private
isBusinessbooleanIs Business
categorynullCategory
tierstringTier
followerCountintegerFollower Count
followingCountintegerFollowing Count
mediaCountintegerMedia Count
postsAnalyzedintegerPosts Analyzed
avgLikesnumber—
avgCommentsnumber—
avgViewsinteger—
engagementRatenumber—
lastPostAtstring—
avgDaysBetweenPostsnumber—
hasPreviousSnapshotboolean—
previousCheckedAtnull—
daysSincePreviousnull—
followerDeltanull—
followingDeltanull—
mediaDeltanull—
followerGrowthPerDaynull—

Use Instagram Growth & Engagement Tracker from Claude, ChatGPT or Cursor

Pick your tool and connect in under a minute. Then just ask — for example: “Pull the last 20 posts from @natgeo and tell me which formats get the most engagement.”

Connect Claude

Web, desktop and mobile. One click, then confirm.

  1. 1Click Add to Claude — claude.ai opens with Sourcelane filled in
  2. 2Click Continue to confirm — it then works in Claude desktop and mobile too
Manual setup (config files, REST, Python) +

Claude Code

Adds the Sourcelane MCP server with your key as a header.

terminal
claude mcp add --transport http sourcelane https://api.usesourcelane.com/mcp \
  --header "Authorization: Bearer sl_live_your_agent_key"

Claude Desktop (config file)

Alternative to the connector URL: add to claude_desktop_config.json, then restart Claude.

claude_desktop_config.json
{
  "mcpServers": {
    "sourcelane": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://api.usesourcelane.com/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

Cursor & Windsurf

Add to ~/.cursor/mcp.json (or Windsurf's mcp_config.json).

mcp.json
{
  "mcpServers": {
    "sourcelane": {
      "url": "https://api.usesourcelane.com/mcp",
      "headers": {
        "Authorization": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

VS Code

Save as .vscode/mcp.json. VS Code prompts for your key once.

.vscode/mcp.json
{
  "servers": {
    "sourcelane": {
      "type": "http",
      "url": "https://api.usesourcelane.com/mcp",
      "headers": {
        "Authorization": "Bearer ${input:sourcelane-key}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "sourcelane-key",
      "description": "Sourcelane agent key",
      "password": true
    }
  ]
}

ChatGPT Custom GPT (Actions)

Create a GPT → Actions → Import from URL, then Authentication: API Key, Bearer.

OpenAPI schema URL
https://usesourcelane.com/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl
curl -X POST https://api.usesourcelane.com/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"instagram-growth-tracker","params":{"usernames":["natgeo"]},"maxResults":10}'

Python, LangChain, CrewAI, OpenAI Agents SDK…

Wrap the REST call as a tool, or point an MCP client at the endpoint.

python
import requests

res = requests.post(
    "https://api.usesourcelane.com/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "instagram-growth-tracker",
        "params": {"usernames":["natgeo"]},
        "maxResults": 10,
    },
    timeout=300,
)
body = res.json()
print(body["receipt"]["chargedMicros"], "micro-USD for", body["receipt"]["results"], "results")
print(body["data"])

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