Summary
The Page's whole daily loop — publish, moderate, measure — in one place.
It goes past publishing: comment triage by sentiment, the top commenters on a post, and impressions split paid against organic, which is the number that actually says whether a post worked.
What it is
A management layer over the Facebook Graph API for a single Page. Publishing, comment moderation and post insights are all exposed as tools an agent can call.
What you get
- Posts published with a message or an image, scheduled for later, updated after the fact, or deleted
- Comments read, replied to and deleted — by comment id, or from a specific post
- Negative comments filtered out by sentiment keywords, and the most active commenters on a post identified
- Per-post insights: impressions total, unique, paid and organic, plus engaged users and clicks
- Like, comment, share and reaction counts on a post, and the Page's own fan count
- Direct messages sent to a user
Requirements
Install from PyPI as just-facebook-mcp. A Facebook Page and Graph API access to it — the tools act as that Page, so what they can do follows the permissions on the token you give it.
Setup effort
One command plus a key — uvx just_facebook_mcp, then supply credentials