Searches published skills by domain or query, scoped to the caller's own domain grants—never a skill outside what the caller is authorised to see.
A supply chain.
Not a marketplace.
Every skill in the library reached that state through the same pipeline: mined from evidence, compiled, and grounding-verified before publication. search_skills and get_skill—both real, callable MCP tools today—are how an agent finds and retrieves one.
AVAILABLE NOWSearch, retrieve,
Search, retrieve,
verify before you trust.
Retrieves the full canonical document for a published skill, with confidence and freshness metadata attached.
Shows exactly which source documents ground a specific skill, before you invoke it—not after something goes wrong.
WHAT SEARCH_SKILLS ACTUALLY RETURNSOne entry,
One entry,
every field it ships with.
Not a mockup — the exact response shape search_skills and get_skill return today, shown for one representative published skill.
| slug | issue-a-refund | ||
|---|---|---|---|
| domain | finance | ||
| semVer | 1.4.0 | ||
| confidence | 0.94 | ||
| freshness | 2026-08-06T09:12:00Z | ||
| provenanceSummary | 3 cited sources · last reviewed by Priya N. | ||
Field names and shape match McpSkillSummary and McpGetSkillResult in the live codebase. Values shown are illustrative, not a real customer's data.
Nothing enters the library
without a named decision.
A marketplace optimises for volume. This library optimises for the opposite: every entry has a traceable path back to the evidence and the reviewer who approved it. That's slower to fill and more defensible to use.
See the MCP tool surface →