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
# Use your framework's HTTP request tool to call:
# POST https://api.scavio.dev/api/v1/search
# Header: x-api-key: your_scavio_api_key
# Body: {"query": "your search query"}Full Working Example
A production-ready example with error handling:
# Generic HTTP integration for Semble
# Use your framework's HTTP request tool to call:
# POST https://api.scavio.dev/api/v1/search
# Header: x-api-key: your_scavio_api_key
# Body: {"query": "your search query"}Available Platforms
Once connected, your Semble agent has access to all four 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 — Post, profile, and company discovery via search
- TikTok — Trending video, creator, and product discovery
- Shopify — Cross-store product discovery and enrichment
- X (Twitter) — Post and profile discovery via search
- Apple App Store — App discovery, ranking, and review data
- Google Play Store — Android app discovery and ranking data
- Google Reviews — Business review extraction with ratings and responses
- Google Scholar — Academic paper search with citation counts
- Google Ads Transparency — Competitor ad creative and transparency data via SERP
- Reddit Comments Tree — Deep threaded comment fetch for brand monitoring
- YouTube Shorts — Shorts-specific search with metadata
- YouTube Playlists — Playlist discovery and removal tracking
- Google Jobs — Live jobs-board search for recruiting
- Amazon Bestsellers — Bestseller rank-change feed across categories
Pricing
Scavio offers a free tier with 500 credits/month (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.