{
  "markdown": "# Neonjelly MCP\n\nEcommerce intelligence for agents. Remote Streamable HTTP MCP over **1.37M Shopify stores** and **368.9M SKUs**. No user account — identity is the key.\n\n- Site: https://www.neonjelly.io\n- MCP: https://mcp.neonjelly.io\n- Connect: `https://mcp.neonjelly.io/c/<njc_…>/mcp`\n- Docs: https://www.neonjelly.io/docs\n- Markdown twins: https://www.neonjelly.io/llms.txt\n- Icon: https://mcp.neonjelly.io/icon.png\n- Trial: https://www.neonjelly.io/start (14 days, 100/day, 20/min, one per device + AI client, no card)\n- Signals: paid only (trial 403)\n- whoami: plan and quota, not metered\n- Smithery: https://smithery.ai/servers/ops-qunq/neonjelly\n- Registry: `io.neonjelly/mcp`\n\n## Connect\n\nMint a trial (or use a paid key) at https://www.neonjelly.io/start. You get a connect URL:\n\n```\nhttps://mcp.neonjelly.io/c/<njc_…>/mcp\n```\n\nPaste 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`.\n\n## Example asks\n\n- 20 US skincare stores with an email, over 10k monthly visits\n- Look up gymshark.com — visits, modeled revenue, SKU count\n- Is a neck fan saturated? Seller count and who already sells it\n- What changed on gruntstyle.com since last month?\n- Vendors that supply hoodies under $25, and which stores use them\n\nStart 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.\n\n## Tools (60)\n\n| Job | Tools |\n| --- | --- |\n| Account | `whoami`, `upgrade` |\n| Playbooks | `list_playbooks`, `get_examples` |\n| Store lists | `search_stores`, `find_outreach`, `get_contacts`, `get_app_stores` |\n| One store | `resolve_store`, `get_store`, `get_store_traffic`, `get_store_products`, `get_store_apps`, `get_store_history`, `get_store_changes`, `compare_stores` |\n| VC | `brief_market`, `cohort_tam`, `find_peers`, `diligence_pack` |\n| Competitor | `compare_stacks`, `competitor_moves`, `overlap_vendors` |\n| Dropship | `screen_dropship`, `source_map`, `winning_skus` |\n| Merch | `niche_research`, `search_product_ideas`, `product_search`, `change_tracker`, `price_watch` |\n| Signals (paid) | `create_signal` and `get_signal_*` — trial 403 |\n\nPrompts: `lookup-store`, `store-list-emails`, `product-saturation`, `competitor-moves`, `market-brief`.\n\nResources: `neonjelly://instructions`, `neonjelly://start`, `neonjelly://catalog`.\n\nFull tool list: https://www.neonjelly.io/docs/tools.md\n",
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  "repo_slug": "germanas/neonjelly-mcp-public",
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  "api": "https://agentalog.com/api/listings/mcp_io_neonjelly_mcp_9a14d0a6/readme"
}