Neonjelly

io.neonjellyPublished by neonjelly.ioOfficial publisherv1.0.0Updated Oct 24, 2026

Remote MCP over 1.37M Shopify stores. 14-day trial, 100/day, no account. Paid from $29/mo.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Remote MCP giving assistants ecommerce intelligence on 1.37M Shopify stores: traffic, products, competitors, niches and outreach lists.

What you can do
  • Look up and compare stores: resolve a brand to a domain, then pull traffic, products, apps, history and month-over-month changes
  • Build store lists and outreach: search stores, find contact emails, filter by app stack
  • Research markets and competitors: market briefs, cohort TAM, peer finding, diligence packs, stack comparison and competitor moves
  • Screen dropshipping and merchandising: niche saturation, winning SKUs, sourcing maps, product ideas and price watching
  • Account and guidance: check plan and quota, upgrade, list playbooks and examples
  • Paid-only signals: create and read change signals (unavailable on trial)
When to use it
Useful for ecommerce research, dropshipping or merchandising sourcing, competitor and market diligence, and building outreach lists of Shopify stores, when an assistant needs store-level traffic, product and vendor data rather than open web search.
Requirements
Remote Streamable HTTP endpoint; no local install. A connect URL containing a trial or paid key, or the bare endpoint with an Authorization Bearer token or X-Api-Key header. A trial is minted at signup (14 days, 100 calls/day, 20/min, no card); signals require a paid plan.
Before you install
Access is key-based and the key is embedded in the connect URL, so treat that URL as a secret. The trial is limited and paid plans start at $29/mo; the upgrade tool can move you to a paid plan. Signals are paid-only. Contact and outreach tools return store contact data, and queries about specific stores are sent to a third-party service.

Installation

In SourceWeft

  1. Open Neonjelly in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Follow the launch instructions in the repository.

README

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.

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)

JobTools
Accountwhoami, upgrade
Playbookslist_playbooks, get_examples
Store listssearch_stores, find_outreach, get_contacts, get_app_stores
One storeresolve_store, get_store, get_store_traffic, get_store_products, get_store_apps, get_store_history, get_store_changes, compare_stores
VCbrief_market, cohort_tam, find_peers, diligence_pack
Competitorcompare_stacks, competitor_moves, overlap_vendors
Dropshipscreen_dropship, source_map, winning_skus
Merchniche_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

Source: README.md at commit a59a208

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.