The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Neonjelly listing page.
Ecommerce intelligence for agents. Remote Streamable HTTP MCP over 1.37M Shopify stores and 368.9M SKUs. No user account — identity is the key.
https://mcp.neonjelly.io/c/<njc_…>/mcpio.neonjelly/mcpMint a trial (or use a paid key) at https://www.neonjelly.io/start. You get a connect URL:
Paste that URL into Cursor / Claude / VS Code / Windsurf. The bare https://mcp.neonjelly.io/mcp endpoint also accepts Authorization: Bearer nj_… or X-Api-Key.
Start with list_playbooks. For a brand name, resolve_store before inventing a domain. Store lists: search_stores or find_outreach. Saturation: niche_research. Missing store stays not_found. Do not invent sales or traffic numbers.
| Job | Tools |
|---|---|
| Account | whoami, upgrade |
| Playbooks | list_playbooks, get_examples |
| Store lists | search_stores, find_outreach, get_contacts, get_app_stores |
| One store | resolve_store, get_store, get_store_traffic, get_store_products, get_store_apps, get_store_history, get_store_changes, compare_stores |
| VC | brief_market, cohort_tam, find_peers, diligence_pack |
| Competitor | compare_stacks, competitor_moves, overlap_vendors |
| Dropship | screen_dropship, source_map, winning_skus |
| Merch | niche_research, search_product_ideas, product_search, change_tracker, price_watch |
| Signals (paid) | create_signal and get_signal_* — trial 403 |
Prompts: lookup-store, store-list-emails, product-saturation, competitor-moves, market-brief.
Resources: neonjelly://instructions, neonjelly://start, neonjelly://catalog.
Full tool list: https://www.neonjelly.io/docs/tools.md