Instagram Engagement MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| INSTAGRAM_PASSWORD | Yes | Your Instagram password | |
| INSTAGRAM_USERNAME | Yes | Your Instagram username |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| analyze_post_commentsC | Analyze comments on an Instagram post to identify sentiment, themes, and potential leads |
| compare_accountsC | Compare engagement metrics across different Instagram accounts |
| extract_demographicsC | Extract demographic insights from users engaged with a post or account |
| identify_leadsC | Identify potential leads based on engagement patterns |
| generate_engagement_reportC | Generate a comprehensive engagement report for an Instagram account |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 5 tools
Each tool has a clearly distinct purpose with no overlap: analyzing comments, comparing accounts, extracting demographics, generating reports, and identifying leads. The descriptions specify unique actions and targets, making it easy for an agent to select the right tool without confusion.
All tool names follow a consistent verb_noun pattern (e.g., analyze_post_comments, compare_accounts, extract_demographics). The naming is uniform, using snake_case throughout, which enhances readability and predictability for agents.
With 5 tools, the server is well-scoped for Instagram engagement analysis. Each tool earns its place by covering distinct aspects of the domain, avoiding bloat or thinness, making it manageable and effective for the intended purpose.
The tool set covers key engagement analysis functions like sentiment analysis, comparison, demographics, reporting, and lead identification. A minor gap exists in direct engagement actions (e.g., posting or interacting), but the surface is largely complete for analytical workflows.