VitePress

4.58 / 5 composite score · 100.0% API recall · 45 questions evaluated

Vue Docs MCP provides deep access to the official VitePress documentation, covering the static site generator's runtime API (composables, helpers, components), default theme config, build hooks, data loaders, deploy guides, and migration paths from VuePress.

Dogfood

This very documentation site is built with VitePress, so the MCP can answer questions about the tool you're reading right now.

Activation

VitePress is not enabled by default. Call set_framework_preferences to activate it:

set_framework_preferences(vitepress=true)

Tools

vitepress_docs_search

Semantic search over VitePress documentation. Uses the standard 6-step retrieval pipeline: embed query, hybrid search (dense + BM25), resolve HyPE hits, expand cross-references, rerank, and reconstruct into readable markdown.

Parameter	Type	Default	Description
query	string		Developer question or topic (max 2000 chars)
scope	string	"all"	Documentation section to search within
max_results	integer	3	Number of sections to return (1-20)

Scope values: all, guide, reference

vitepress_api_lookup

Fast exact-match API reference lookup with fuzzy fallback. Returns type signatures, descriptions, and usage examples directly from the documentation.

Parameter	Type	Default	Description
api_name	string		API name to look up (e.g. useData, defineConfig, createContentLoader, withBase)

vitepress_get_related

Find related APIs, concepts, and documentation pages for a given API or topic.

Parameter	Type	Default	Description
topic	string		API name or concept to explore

Resources

URI	Description
vitepress://topics	Full table of contents
vitepress://topics/{section}	TOC for a specific section (e.g. vitepress://topics/reference)
vitepress://pages/{path}	Raw markdown of any doc page (e.g. vitepress://pages/reference/site-config)
vitepress://api/index	Complete API entity index grouped by type
vitepress://api/entities/{name}	Details for a specific API (e.g. vitepress://api/entities/useData)
vitepress://scopes	All valid search scope values

Prompts

Prompt	Parameters	Description
debug_vitepress_issue	symptom, code_snippet (optional)	Systematic debugging workflow: identifies the concept, searches docs, looks up APIs, and provides a fix
compare_vitepress_apis	items (comma-separated)	Side-by-side comparison of APIs or patterns (e.g. createContentLoader, defineLoader)
migrate_vitepress_pattern	from_pattern, to_pattern	Migration guide between patterns (e.g. VuePress to VitePress)

Coverage

Area	What's indexed
Runtime API	useData, useRoute, useRouter, withBase, <Content>, <ClientOnly>, template globals
Site config	All top-level keys: title, head, cleanUrls, rewrites, srcDir, outDir, markdown, build hooks
Default theme	Sidebar, nav, search, social links, footer, edit link, last updated, outline, aside, dark mode
Theme components	VPTeamMembers, VPTeamPage, hero/features layouts
Data loaders	createContentLoader, defineLoader, dynamic routes
Guides	Getting started, deploy, i18n, SSR compatibility, asset handling, custom themes
CLI	vitepress dev, vitepress build, vitepress preview, vitepress init
Migration	From VuePress, from VitePress 0.x

Benchmarks vs Context7

Evaluated on 50 VitePress questions scored by an LLM judge (Gemini, temperature 0) across 5 dimensions on a 1-5 scale.

Methodology

Each question has a ground-truth answer with expected API names and documentation paths. Both providers receive the same question and return documentation context. The judge scores the retrieved context on relevance, completeness, correctness, API coverage, and conciseness. See the eval/ directory in the repository for the full evaluation framework.

Overall Scores

Metric	Vue Docs MCP	Context7
Relevance	4.80	4.76
Completeness	4.71	4.69
Correctness	4.76	4.71
API Coverage	3.67	4.20
Conciseness	4.96	4.73
Composite	4.58	4.62

Retrieval and Cost

Metric	Vue Docs MCP	Context7
Path Recall	95.6%	95.6%
API Recall	100.0%	100.0%
Avg Response Tokens	3,056	779
Avg Latency	0.83s	1.78s
P95 Latency	1.03s	2.15s
Cost per Query (user-facing)	Free	$0.002

Notes on Fairness

• Context7 is a general-purpose service covering 9000+ libraries. Vue Docs MCP is purpose-built for the Vue ecosystem.
• The evaluation framework is open source in the eval/ directory. Run make eval-compare to reproduce.