Each configured server row on the MCP Capabilities page now shows what it
costs and whether it earns its keep:
- ~per-call token estimate of the server's tool schemas, summed over ENABLED
tools only (ceil(schema_chars/4) via the existing include/exclude filter)
- 30-day usage count from getUsageAnalytics(30), cached per scope profile
like the Toolsets tab's toolCallsCache, mapped to servers via the
mcp__<server>__<tool> registry-name convention (tools/mcp_tool.py)
- a subtle muted "unused" pill on enabled, probed-ok servers with nonzero
schema cost and zero 30-day uses — never a dialog
Backend: the /api/mcp/servers/{name}/test probe now fills an additive
per-tool `schema_chars` (length of the SAME converted registry schema the
agent registers). Older backends omit it → renderer shows counts only;
older renderers ignore the extra key. Display-only: nothing changes what
schemas are sent to models, no config knobs.
i18n keys (costTokens/usage30d/unusedPill) added to types/en/zh/zh-hant/ja
(ar inherits en via defineLocale overrides). Pure math lives in
lib/mcp-cost.ts with unit tests; Python wire shape pinned in
tests/hermes_cli/test_web_server_profile_unification.py.
Teknium
e22fa90769