Worth being clear about what the numbers are: the vendor describes engagement rates and hashtag popularity as estimates, which makes this a tool for direction — which themes land, when to post, which tags belong together — rather than a substitute for the platform's own analytics. The self-host path wanting an OpenAI key tells you where the analysis actually happens.
Four analysis tools over social media presence, delivered as a hosted server. Each one returns an interpretation — patterns, estimates, recommendations — rather than a platform export, and the vendor's own descriptions say so: engagement rates and hashtag popularity come back as estimates.
- A profile and brand read: posting patterns, content themes, audience indicators and growth recommendations
- Engagement scoring: rate estimates, content effectiveness, posting-time analysis and benchmarks
- Trend detection: viral content patterns, emerging topics, sentiment shifts and opportunity alerts
- Hashtag research: popularity estimates, related tags, niche classification and recommended sets
The hosted endpoint at social.ezbizservices.com/mcp with an API key sent as the x-api-key header; the free tier is 10 requests a month. Self-hosting instead needs Bun, an OpenAI API key and an admin secret, since the analysis runs on a model.
One command plus a key — npx -y mcp-remote https://social.ezbizservices.com/mcp, then supply credentials