Tools are largely distinct: remote_list (single dir), remote_find (recursive by name), remote_search (by content), and remote_stat (specific path properties) have clearly different scopes, and exec vs exec_bg vs job_check/list are well separated. There is mild overlap in the cluster of 'inspect the filesystem' tools, but descriptions disambiguate them adequately.

Every tool uses a consistent remote_ prefix followed by a clear verb or verb_noun suffix (remote_list, remote_read, remote_write, remote_exec_bg, remote_job_check). The pattern is predictable throughout with no convention mixing.

12 tools is well within scope for a remote file-and-exec server, and each tool covers a distinct operation (listing, searching, reading, writing, replacing, executing, background jobs, health). No redundancy or padding.

Core file lifecycle (read, write, replace) plus search, exec, and background-job management are covered, but there is no explicit delete, mkdir, or move/rename operation. These gaps are workaround-able via remote_exec shell commands, so they are minor rather than blocking.