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Explorer/MCP/Bob-lance/instagram-engagement-mcp
LOCAL

Instagram Engagement Analysis

Bob-lance/instagram-engagement-mcp

Analyze Instagram engagement metrics, extract demographic insights, and identify potential leads from posts and accounts. Gain actionable insights to enhance your social media strategy and marketing efforts.

5 tools available ↓
The Ghost
This server runs locally on your machine. We can't scan it remotely; review the source code before installing.
Time indexed (1y)
5toolsLocal/ STDIO1yindexed
Checked May 22, 2026
Quality Score
26/95
Emerging
Risk Score
0/100
Clean
▸How is this calculated?
Quality Breakdown
Tenure17/20
507 days indexed
Capability9/25
Tools: 4/13 (5 tools)
Description: 5/5 ✓
Endpoint: 0/7 —
Adoption0/25
Use count: 0/20 (0 uses)
Multi-registry: 0/5 (1 registry)
Reliability0/25
Currently live: 0/10 —
Uptime history: 0/15 No checks yet
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Incomplete Data Cap (60)
Usage data is not available for this server. Quality is capped until adoption can be measured.
Risk
0— Clean
No signals detected.
The scanner shows
This server runs locally. We can't scan it remotely; review the source code before installing.
First indexed Mar 27, 2025
Server Profile
⚙
Tools catalogued
5
5 tools available. Full list below.
☁
Hosting
Local / STDIO
Runs on your machine. Has access to your filesystem, SSH keys, and environment variables.
○
Registry presence
Not verified
Not yet verified by the Official MCP Registry.
●
Liveness
—
No liveness checks recorded yet.
Publisher Verification
Not yet verified by the Official MCP Registry.
Tools (5)
analyze_post_comments
Analyze comments on an Instagram post to identify sentiment, themes, and potential leads
compare_accounts
Compare engagement metrics across different Instagram accounts
extract_demographics
Extract demographic insights from users engaged with a post or account
identify_leads
Identify potential leads based on engagement patterns
generate_engagement_report
Generate a comprehensive engagement report for an Instagram account

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