Tools are mostly distinct, with the three create_post variants clearly differentiated by content type (text, article, image). The only minor ambiguity is that create_post might be assumed to be the generic post creator, but its description explicitly limits it to text posts.

All tools follow a consistent snake_case convention with the linkedin_ prefix and a verb_noun pattern. The create article and image post tools extend this pattern naturally, and there is no mixing of styles.

Seven tools is well-scoped for a LinkedIn server focused on profile access and post management. Each tool serves a distinct purpose without excessive overlap or bloat.

The core workflows are covered: view profile, create/delete/list posts, and get connection count. Minor gaps like retrieving a single post by ID or managing individual connections are absent, but these are not critical for the server's apparent primary use case.