mcp-documentation-skill

Fast documentation retrieval uses cached indexing to deliver sub-50ms responses. This Skill indexes your codebase docs and exposes search endpoints that return results instantly, reducing token usage by 90–95% compared to full-text searches.

Yes. The Skill caches codebase documentation and agent/skill definitions, then serves full-text search through an inverted index. Queries hit the cache instead of re-processing docs, slashing token costs significantly.

The Skill retrieves deployment processes, KSC flow, available agents, skill definitions, and CLAUDE.md instructions from cache. It exposes search_docs, get_docs, list_agents, and list_skills endpoints for rapid reference lookups.

An inverted index powers full-text search on cached documentation. The index structure enables sub-50ms query responses and supports complex lookups across deployment guides, agent lists, and skill metadata without reparsing.

The Skill maintains a pre-built cache of codebase docs, agent definitions, and CLAUDE.md. MCP endpoints serve cached results directly; no manual rebuild is required for standard documentation and reference lookups.