Give your agent the context behind your best posts
ilo studies public X account history and turns the patterns behind strong and weak posts into evidence your agent can use.
Open ilo
MCP, CLI, API · Open source
5 stars · Open source
Posts by relative reachLast 90 days
Brief from
What ilo finds in your X post history
Find what moved the account
Compare reach, replies, reposts, and other public signals across the account history you care about.
Pull out repeatable patterns
Study topics, hooks, length, format, media, links, timing, and structure across strong and weak posts.
Study any public handle
Build a performance profile for your own account, a client, a competitor, or someone worth learning from.
Put the report inside your agent
MCP, CLI, and API return the same structured findings so the model can use them while planning content.
Performance context without another publishing tool
- ilo does not post for you
- It analyses account history. Publishing, scheduling, and rewriting remain in the tools you already use.
- Public data is enough
- Add the public handle you want to study. ilo does not need permission to take over the account.
- Reports carry the evidence
- Your agent gets the posts and patterns behind each finding instead of generic advice about posting more often.
- The web app stays small
- Account setup, billing, access, and status live on the web. The product work happens through MCP, CLI, and API.
Common questions about ilo
Does ilo publish posts?
No. ilo analyses performance and gives your agent context. It does not publish, schedule, rewrite, or queue posts.
Does ilo need access to my X account?
No. It works from public account and post data for the handle you choose to study.
Can I track competitors or clients?
Yes. Any public handle can have its own performance profile, which works for client research and competitor monitoring as well as your own account.
What X data does ilo analyse?
ilo studies public posts and their public performance signals, then compares topics, openings, length, format, timing, media, links, and structure.
Can ilo analyse an account I do not own?
Yes. Add any public handle to build a profile for competitor research, client work, or learning from another account.
How does an agent use the report?
MCP, CLI, and API return structured findings with the posts behind them, so an agent can use account-specific evidence while planning content.
Does ilo need my X password?
No. ilo works from public account and post data and does not take control of the account.
Let your next post start with the account history, not generic advice.
Open ilo
MCP, CLI, API · Open source
5 stars · Open source