Cisco Umbrella MCP Server
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TDQS
Scored across 31 tools
Most tools are tied to distinct Umbrella entities, but several clusters overlap: umbrella_identities overlaps with the individual network/roaming-computer listers, the four api_usage_* tools are near-variants of the same log, and the domain risk/security/categorization lookups can be confused. Descriptions disambiguate most cases, but an agent will need to read carefully.
All tools share the umbrella_ prefix and consistent snake_case, with recognizable list_/get_/top_ verbs in most entries. The domain_* and appdiscovery_* names are noun-style rather than verb-first, but the resource grouping is predictable.
31 tools is over the 25-tool comfort threshold and will bloat the tool picker even though they are grouped logically. Several families (api_usage_*, appdiscovery_*, domain_*) could be consolidated into fewer parameterized tools.
Read-only coverage is broad: networks, identities, appliances, reports, app discovery, API usage, and domain intelligence are all represented. However, the entire surface is list/get/report-oriented; there are no create/update/delete operations for destination lists, users, networks, or sites, so management workflows dead-end.