lattice-mcp
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TDQS
Scored across 133 tools
Nearly every tool targets a distinct resource and action, and the descriptions carefully disambiguate near-overlaps like container metrics vs worker container stats and database events vs lifecycle logs. A few boundaries remain fuzzy—deprecated get vs reveal credentials, sync vs update compose, and force-remove vs remove—but a careful agent can tell them apart.
The set overwhelmingly follows a lattice_<verb>_<noun> snake_case pattern, making behavior predictable. Minor deviations include noun-only names like lattice_health, lattice_overview, and lattice_search, the parameter-based lattice_database_action, and the confusing singular/plural pair lattice_get_version vs lattice_get_versions.
With 133 tools this is far beyond the extreme-mismatch threshold and creates a massive selection surface for an agent. Even though the platform domain is broad, this many individual endpoints is inappropriate for an MCP server and could be consolidated into parameterized resource actions.
Coverage is unusually thorough: stacks, containers, workers, databases, snapshots, registries, webhooks, users, tokens, and settings all have CRUD plus lifecycle actions. Minor gaps exist—no get-single webhook/registry/template, no template update, no volume/network update—but list endpoints and sensible workarounds cover them.