Neonjelly MCP
Ecommerce intelligence for agents. Remote Streamable HTTP MCP over 1.37M Shopify stores and 368.9M SKUs. No user account — identity is the key.
- Site: https://www.neonjelly.io
- MCP: https://mcp.neonjelly.io
- Connect:
https://mcp.neonjelly.io/c/<njc_…>/mcp - Docs: https://www.neonjelly.io/docs
- Markdown twins: https://www.neonjelly.io/llms.txt
- Icon: https://mcp.neonjelly.io/icon.png
- Trial: https://www.neonjelly.io/start (14 days, 100/day, 20/min, one per device + AI client, no card)
- Signals: paid only (trial 403)
- whoami: plan and quota, not metered
- Smithery: https://smithery.ai/servers/ops-qunq/neonjelly
- Registry:
io.neonjelly/mcp
Connect
Mint a trial (or use a paid key) at https://www.neonjelly.io/start. You get a connect URL:
https://mcp.neonjelly.io/c/<njc_…>/mcp
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.
Example asks
- 20 US skincare stores with an email, over 10k monthly visits
- Look up gymshark.com — visits, modeled revenue, SKU count
- Is a neck fan saturated? Seller count and who already sells it
- What changed on gruntstyle.com since last month?
- Vendors that supply hoodies under $25, and which stores use them
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.
Tools (60)
| 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