Instagram Engagement Analysis
Rank #19,959smithery/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.
What you can do with Instagram Engagement Analysis
Instagram Engagement Analysis is a Model Context Protocol (MCP) server published by bob-lance. It ranks #19,959 of 150,963 active servers on MCP Toplist, and its repository has 46 GitHub stars. Instagram Engagement Analysis is listed across 4 registries — Smithery, PulseMCP, mcp.so and Glama; no version information is available from the registries that list it or from its repository. It was first listed on Mar 9, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Instagram Engagement Analysis can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Instagram Engagement Analysis
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Instagram Engagement Analysis and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Instagram Engagement Analysisyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Mar 9, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 22, 2026
- Smithery ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- mcp.so ↗listed since Jun 4, 2026 · still listed
- Glama ↗listed since Jun 4, 2026 · still listed
Do you maintain Instagram Engagement Analysis? to correct or enrich this profile.
Version information unavailable
The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 131,004 of 150,963 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/smithery%2FBob-lance%2Finstagram-engagement-mcp)<a href="https://mcptoplist.com/server/smithery%2FBob-lance%2Finstagram-engagement-mcp"><img src="https://mcptoplist.com/badge/smithery%2FBob-lance%2Finstagram-engagement-mcp.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Instagram Engagement Analysis?
- Instagram Engagement Analysis is maintained by bob-lance, which publishes 2 MCP servers tracked on MCP Toplist.
- Is Instagram Engagement Analysis listed on the Official MCP Registry?
- Instagram Engagement Analysis is not on the Official MCP Registry. It is listed on Smithery, PulseMCP, mcp.so and Glama.
- How many versions does Instagram Engagement Analysis have?
- Version information is unavailable for Instagram Engagement Analysis: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for Instagram Engagement Analysis?
- The source code for Instagram Engagement Analysis is hosted at github.com/bob-lance/instagram-engagement-mcp.
Do you run this server?
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