Most tools map cleanly to a distinct resource-action pair, such as profile, posts, connections, people, or a specific profile section. The main ambiguity is generate_and_share_linkedin_post, which overlaps with share_linkedin_post since the latter already supports Nano Banana image generation and posting.

Tool names follow a consistent snake_case verb_linkedin_noun pattern, making the set predictable. The compound generate_and_share_linkedin_post and the fact that update_linkedin_position is the only update action are minor deviations.

At 19 tools, the set sits in the heavy 16-25 range, though many tools are parallel add/delete pairs for distinct profile sections. The count is not bloated, but it is borderline rather than compact.

The server covers profile reading, posting, search, and add/delete for many profile sections, but only positions have an update action. There is no update/delete for posts and no way to update core profile fields, leaving notable lifecycle gaps.