What is Semble?
Local code search MCP server for Claude Code that returns matching ranges instead of full files, cutting input tokens on large repos by ~98% per the project's launch benchmark. Pairs naturally with Scavio MCP — Semble for in-repo code lookups, Scavio for out-of-repo grounding (framework docs, GitHub issues, Stack Overflow). Two named MCPs, no overlap, clean tool surface for Claude Code.
How It Works
Scavio connects to Semble via the Model Context Protocol (MCP). Once connected, your Semble agent can search Google, Amazon, YouTube, and Walmart in real time. Each search returns structured JSON -- no HTML parsing, no scraping infrastructure.
Setup
// Install per Semble repo README; then claude mcp add semble <semble-url>Code Example
Here is a complete Semble integration with Scavio:
# Generic HTTP integration for Semble
# Point your framework's HTTP request tool at:
#
# POST https://api.scavio.dev/api/v2/google
# Authorization: Bearer sk_live_your_key
# Content-Type: application/json
# {"query":"your search query"}
#
# Rows come back under organic_results.
#
# Google v2 is a passthrough: results sit at the top level, not under a data key.
Full Working Example
A production-ready example with error handling:
# Generic HTTP integration for Semble
# Point your framework's HTTP request tool at:
#
# POST https://api.scavio.dev/api/v2/google
# Authorization: Bearer sk_live_your_key
# Content-Type: application/json
# {"query":"your search query"}
#
# Rows come back under organic_results.
#
# Google v2 is a passthrough: results sit at the top level, not under a data key.
Available Platforms
Once connected, your Semble agent has access to the Scavio platforms:
- Google — Web search with knowledge graph, PAA, and AI overviews
- Amazon — Product search with prices, ratings, and reviews
- Reddit — Community, posts & threaded comments from any subreddit
- YouTube — Video search with transcripts and metadata
- Walmart — Product search with pricing and fulfillment data
- LinkedIn — Job search, plus profile and company lookup by URL
- TikTok — Trending video, creator, and product discovery
- Shopify — Shopify storefront discovery through Google search
- X (Twitter) — Post, profile, and timeline data from X
- Apple App Store — App Store listing discovery through Google search
- Google Play Store — Play Store listing discovery through Google search
- Google Reviews — Business review extraction with ratings and responses
- Google Scholar — Academic paper discovery through Google web search
- Google Ads Transparency — Live SERP ad creatives from the Google results page
- Reddit Comments Tree — Deep threaded comment fetch for brand monitoring
- YouTube Shorts — Shorts-specific search with metadata
- YouTube Playlists — Playlists as they appear in YouTube search results
- Google Jobs — Job listing discovery through Google web search
- Amazon Bestsellers — Best-seller signals from Amazon search results
Pricing
Scavio offers a free tier with 50 credits on signup (1 credit per search). No credit card required. This is enough to build and test your Semble integration. Paid plans start at $30/month for higher volumes.