Sanity Context MCP Challenge•Next.js Developer Intelligence
DevDocs Intelligence
Your AI interface for structured Next.js documentation.
Ask complex framework questions and get version-aware answers grounded in documentation, API references, migration guides, and release notes.
Technical Architecture • Retrieval Pipeline
#1
Structured Sanity Content
30 docs across 4 schemas
Sanity Studio
#2
Knowledge Base
18 KB entries & 128 relations
kbU7pqSq7jdK
#3
Sanity Context MCP
Hosted tools & context API
@ai-sdk/mcp
#4
Gemini Agent
Multi-step tool reasoning
Gemini 3 Flash
#5
Grounded Answer
Version-aware with sources
Verified
Sanity Structured Content Foundation
30 structured documents18 KB entries128 relationships
Documentation
Conceptual architecture, 4-layer caching models, server/client component rules.
caching_architectureserver_and_client_components
API Reference
Exact signatures, parameters, return types, and route segment configs.
route_handlersrevalidateTaggenerateMetadata
Migration Guide
Breaking change diffs, codemods, and step-by-step upgrade instructions.
upgrade_guidesv14_to_v15_cachingmiddleware_migration
Release Note
Framework version milestones, deprecations, and release changelogs.
v15_0_0_releasev16_0_0_canary
Bidirectional Knowledge Graph:Every document is cross-linked across types to enable multi-hop reasoning.
Documentation↔APIs↔Migrations↔Releases
Suggested Framework Queries (Sanity-Grounded)
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