Tools

Vue Docs MCP exposes tools for each enabled framework. Each framework page documents its specific tools, parameters, and scope values in detail.

Per-Framework Tools

Every framework registers three tools:

Tool Pattern	Purpose
{framework}_docs_search	Semantic search over the framework's documentation
{framework}_api_lookup	Instant API reference lookup with fuzzy fallback
{framework}_get_related	Discover related APIs, concepts, and documentation pages

See the framework pages for concrete tool names, parameters, and examples:

• Vue.js tools
• Vue Router tools

How Search Works

Each {framework}_docs_search call runs a 6-step pipeline:

1. Embed & detect entities. Query is embedded via Jina, BM25 sparse vector generated locally, API names detected deterministically.
2. Hybrid search. Dense + BM25 search in Qdrant, retrieving up to 50 candidates.
3. Resolve HyPE hits. Synthetic question chunks mapped back to parent content.
4. Cross-reference expansion. Related documentation sections pulled in from metadata links.
5. Reranking. Jina reranker reorders candidates for precision.
6. Reconstruction. Results reassembled in documentation reading order.

No LLM is used at query time. Only embedding and reranking API calls are made.

Cross-Framework Search

When two or more frameworks are enabled, an ecosystem_search tool becomes available that searches across all active frameworks simultaneously.

Parameter	Type	Default	Description
query	string		Developer question or topic (max 2000 chars)
scope	string	"all"	Documentation section to search
max_results	integer	5	Number of sections to return (1-20)

Results are tagged by source framework and ordered by relevance. Enable frameworks via set_framework_preferences.