# Sorftime Seller Agent > MCP-native, agent-agnostic marketplace intelligence — works with Claude Code, Codex, Cursor, OpenClaw, Hermes, Pi, and any MCP-compatible AI agent. Amazon · Walmart · TikTok · 1688 · Shopee · TEMU. - **Type:** MCP server - **Install:** `agentstack add mcp-dannylydst-sorftime-seller-agent` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [DannylydST](https://agentstack.voostack.com/s/dannylydst) - **Installs:** 0 - **Category:** [Integrations](https://agentstack.voostack.com/c/integrations) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [DannylydST](https://github.com/DannylydST) - **Source:** https://github.com/DannylydST/sorftime-seller-agent ## Install ```sh agentstack add mcp-dannylydst-sorftime-seller-agent ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About # Sorftime Seller Agent > **Turn any AI agent into your personal marketplace intelligence analyst.** > > Agent-agnostic, MCP-native design. Works with **Claude Code, Codex, Cursor, OpenClaw, Hermes, Pi** — any MCP-compatible AI agent. > Instant access to 86 marketplace analysis tools. Amazon · Walmart · TikTok Shop · 1688 · Shopee · TEMU. > > **No dashboards. No exports. Just talk to your AI.** [](LICENSE) [](https://python.org) []() []() []() --- ## ⚡ Quick Start ### 1. Get a free Sorftime account Visit [open-intl.sorftime.com](https://open-intl.sorftime.com) — sign up with **Google**, free trial credits included. Payment via PayPal when you need more. ### 2. Install the skill ```bash git clone https://github.com/DannylydST/sorftime-seller-agent.git cd sorftime-seller-agent python3 scripts/install.py ``` ### 3. Ask your AI ``` "Find blue ocean products in yoga mats on Amazon US for a beginner" "Analyze this competitor: ASIN B08N5WRWNW" "Calculate my profit: price $29.99, cost $8.50, weight 1.2lb" ``` --- ## 🤔 Why This Exists Amazon sellers spend **$29–$229/month** on marketplace research tools. You log into dashboards, click through menus, export CSV files, then switch to another tool for analysis. **Sorftime Seller Agent skips all that.** You talk to your AI assistant — any MCP-compatible agent — and it queries marketplace data directly, analyzes it with a framework of 20 proprietary methodology cards, and gives you actionable insights. ``` Before: Log in → navigate → click → export → analyze manually (15–30 min) After: "Find blue ocean yoga mat products" → results in 20 seconds ``` --- ## 🧠 What It Can Do | | Capability | What You Say | |-----|-----------|--------------| | 🔍 | **Product Discovery** | "Find blue ocean kitchen products under $30" | | 🎯 | **Competitor Intelligence** | "Break down ASIN B08N5WRWNW — traffic, keywords, pricing" | | 🔑 | **Keyword Strategy** | "What are the best long-tail keywords for yoga mats?" | | 💰 | **Profit Analysis** | "Calculate seller profit: $29.99 price, $8.50 cost, 1.2lb" | | 📊 | **Market Intelligence** | "Analyze the blender category — monopoly, trends, gaps" | | 📈 | **Automated Monitoring** | "Watch this product and alert me when the price drops" | --- ## 🤖 Agent-Friendly by Design This skill is built as an **agent-agnostic MCP-native skill** from the ground up. It's not a Claude Code plugin. It's not a wrapper around an API. It's a self-contained MCP bridge + intelligence layer that any MCP-compatible AI agent can load and use immediately. | Agent / IDE | How It Works | Setup | |-------------|-------------|-------| | **Claude Code** | `mcporter` auto-detection, one-command install | **You**: "Find blue ocean products in kitchen storage on Amazon US. I'm a beginner seller with $5K budget." > > **Agent**: *[Scans Hidden Profit Index, filters by low competition, beginner-friendly categories]* > "Here are 5 opportunities with low brand concentration, 100 reviews." ### Analyze a competitor > **You**: "Analyze ASIN B08N5WRWNW — give me their traffic keywords and pricing strategy." > > **Agent**: *[Pulls ProductDetail, TrafficTerms, CompetitorKeywords]* > "Gaiam Yoga Block — 40K monthly sales, 4.7 stars, $18.99. Top 3 traffic keywords: 'yoga block' (52K), 'yoga blocks 2 pack' (28K), 'cork yoga block' (15K). FBA fee: $12.82. Threat assessment: medium." ### Calculate profitability > **You**: "I'm sourcing yoga mats at $8.50/piece. I want to sell at $29.99, weight 1.2lb. Should I?" > > **Agent**: *[Runs Calculator with FBA fee estimate]* > "Gross margin: 38%. Break-even: 9 units/day. Return rate sensitivity: profit stays positive up to 12% returns. Verdict: viable — proceed." ### Research keywords > **You**: "What keywords should I target for a new yoga mat listing?" > > **Agent**: *[KeywordDetail, KeywordExtends, KeywordSearchResults]* > "Top opportunities: 'extra thick yoga mat' (147K searches, low competition), 'non slip yoga mat' (98K), 'yoga mat with strap' (52K). Avoid 'yoga mat' (1.4M searches, saturated — dominated by Amazon Basics and Gaiam)." ### Cross-platform arbitrage > **You**: "Are there products selling higher on Walmart than Amazon?" > > **Agent**: *[Cross-platform gap analysis using Sorftime dual-platform data]* > "Found 3 products with significant price gaps. 'Premium Yoga Block Set' — $34.99 on Walmart vs $24.99 on Amazon (40% premium). Only 3 sellers on Walmart vs 12 on Amazon." --- ## 🌍 Supported Platforms | Platform | Data Available | Coverage | |----------|---------------|----------| | **Amazon** | Products · Keywords · Categories · Reviews · Traffic · Trends · Profit | 14 sites | | **Walmart** | Products · Keywords · Categories · Traffic · Trends · Variations | US | | **TikTok Shop** | Products · Categories · Authors · Videos · Trends | US | | **Shopee** | Products · Keywords · Categories · Shops · Trends | Multi-region | | **TEMU** | Products · Categories · Shops · Trends | Multi-region | | **1688** | Products · Variations · Similar items | CN | --- ## 🙋 FAQ **Q: Is this official Sorftime?** Yes. Built by [@DannylydST](https://github.com/DannylydST) at Sorftime Data Technology. The skill connects to Sorftime's official MCP API ([open-intl.sorftime.com](https://open-intl.sorftime.com)). **Q: Do I need to pay?** New accounts get **free trial credits**. Paid plans available via PayPal when you need more. **Q: What AI tools work with this?** Any MCP-compatible agent — **Claude Code, Codex (OpenAI), Cursor, OpenClaw, Hermes, Pi**, and more. If your AI speaks MCP, it can use Sorftime. The `install.py` script auto-detects your environment. **Q: How do I get my MCP Key?** Sign up at [open-intl.sorftime.com](https://open-intl.sorftime.com) → MCP page → copy Key. **Q: Can I use this without an AI agent?** Yes — you can call the CLI tools directly: `python3 scripts/picker.py --keyword "yoga mat"`. But the full power comes from AI-driven analysis with the 20 methodology cards. **Q: What's included in the 20 methodology cards?** Proprietary analysis frameworks like **Hidden Profit Index, Blue Ocean Finder, Competitor Deep-Dive, Keyword Strategy** — full-ranking models that show you everything (no hard thresholds that hide borderline products). See `references/methodology-cards/`. --- ## 📄 License MIT © [DannylydST](https://github.com/DannylydST) · Sorftime Data Technology --- *Built for sellers. By sellers.* ## Source & license This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [DannylydST](https://github.com/DannylydST) - **Source:** [DannylydST/sorftime-seller-agent](https://github.com/DannylydST/sorftime-seller-agent) - **License:** MIT Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/mcp-dannylydst-sorftime-seller-agent - Seller: https://agentstack.voostack.com/s/dannylydst - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.