Related Servers

Each tool has a clearly distinct purpose. Comment operations (list, read, reply, resolve, reopen, add), tracked changes (list, accept, reject), file operations (create, read, edit, delete, rename, upload), downloads (file, project, output), and compile/log functions are all non-overlapping. Even similar-sounding tools like edit_file and find_and_replace are clearly differentiated.

Tool names follow a consistent verb_noun pattern throughout (read_comment_thread, list_projects, open_project, list_files, read_file, edit_file, compile, read_log, list_comments, reply_comment, resolve_comment, reopen_comment, list_tracked_changes, accept_changes, reject_changes, download_file, download_project, download_output, create_folder, create_file, upload_file, rename_entity, delete_entity, add_comment). The slight deviation of find_and_replace and ping does not break the overall pattern.

With 26 tools, this server is above the typical 3-15 range but is justified by the breadth of Overleaf's feature set. The tools cover project management, editing, comments, tracked changes, compilation, and downloads, each earning its place. It could be trimmed slightly (e.g., consolidating download_* tools) but is reasonably scoped.

The tool surface covers the full lifecycle of working with an Overleaf project: listing/opening projects, navigating and editing files, creating and managing entities, compiling and reading logs, handling comments and tracked changes, and downloading artifacts. No obvious gaps exist for typical agent workflows; the only missing operations would be administrative tasks like sharing or project deletion, which are out of scope for an MCP server.