amazon.in
Best value pick
SanDisk Extreme 1TB Portable SSD, USB-C, up to 1050 MB/s
₹8,999
M.R.P: ₹14,999 (40% off)
In stock
FREE delivery Tomorrow · price history via Keepa
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amazon_in
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history
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no keys
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amazon-in-mcp — Amazon.in MCP Server
Open source Choice
MIT License
Node.js 18+
stdio
-100%
₹Free
M.R.P: ₹ paid shopping APIs
Inclusive of all 3 tools. No API keys, no accounts, no rate-limit invoices.
About this item
- Lets your LLM shop on Amazon.in directly — it returns real listings with current price, MRP, discount, rating, reviews, stock and delivery.
- Every search hands back two convenience picks: the cheapest in-stock item and the best-value pick, scored by rating, review count and price.
- No paid APIs, no accounts. Runs locally over
stdio, scraping HTML directly with rotating user agents and retry on bot-check pages. - Ships a Keepa price-history link for any product — no network call, instant.
- Works in Claude Code, Claude Desktop, Cursor, Windsurf and any MCP-capable client.
- Funded by an optional Amazon Associates tag — you pay the same price, and you can swap in your own tag or turn it off with one env var.
3 results for “tools your LLM can call”
Sorted by: Featured · all in stock over stdio
Amazon.in domain · rotating UAs · retry on bot-check
#1 Best Seller in Shopping
search_amazon_in(query, max_results=5)
the workhorse
Ranked listings for any query, plus two convenience picks in the same response: cheapest_in_stock and best_value.
›Ranked
results[] with price, MRP, rating, reviews›
cheapest_in_stock — lowest price, in stock›
best_value — the balance pick
Amazon's Choice
get_product(asin_or_url)
full detail
Everything about one product from its ASIN or a full amazon.in URL — the complete spec sheet.
›price, MRP,
discount_percent, rating, reviews›
bullets[], brand, seller, availability›stock status + delivery estimate
⚡ Zero latency
price_history_link(asin_or_url)
instant
A Keepa.com price-history chart URL for the amazon.in domain. Pure string-building — no network call.
›Keepa chart URL for the ASIN
›Scoped to the
amazon.in domain›Returns instantly — nothing to fetch
What a real call returns
search_amazon_in("wireless mouse", 3)// trimmed to the good part { "query": "wireless mouse", "total_results": 3, "results": [{ "asin": "B0CQRNWJM2", "title": "ZEBRONICS Blanc Slim Wireless…", "price_inr": 423, "mrp_inr": 799, "rating": 4.0, "review_count": 7801, "in_stock": true, "delivery": "FREE delivery Tomorrow" }], "cheapest_in_stock": { "price_inr": 199 }, "best_value": { "rating": 4.3 } }
How “best value” is scored
Among in-stock listings with 10+ reviews, highest score wins.
score
=
rating × log10(reviews + 10)
√price
- Rewards genuine quality — a high rating counts, but only when it's backed by a real volume of reviews.
- The log tames review count — 50,000 reviews doesn't bulldoze a great 800-review product.
- √price keeps it honest — cheaper wins ties, without letting price alone dominate.
- Want raw cheapness instead?
cheapest_in_stockis right there in the same response.
Technical Details
Product information · robustness & behaviour
| Transport | stdio — no HTTP server, no ports, no cookies, no session state |
|---|---|
| User-agent rotation | 5 modern desktop UAs (Chrome / Safari / Firefox on Mac, Windows, Linux) |
| Retries | 3 attempts with exponential backoff on 5xx, 429 and bot-check pages |
| Bot detection | Scans the first 8 KB of each response for known CAPTCHA / robot markers |
| Timeout | 20 seconds per request |
| Runtime | Node.js 18+ · TypeScript · @modelcontextprotocol/sdk + cheerio + zod |
| Image search | Provider-agnostic by design — paste an image into your LLM, it describes it and calls search_amazon_in with the right keywords |
| Reliability note | Expect ~1–5% of requests to hit a bot-check under heavy use. Wait 30–60 s and retry, or switch networks. |
| License | MIT — free to use, fork and ship |
Get it in 3 steps
Delivered over stdio · usually installs in under a minute
1
Add the server
One line in Claude Code — installs straight from npm:
claude mcp add amazon-in -- npx -y amazon-in-mcp-server
2
Restart your client
Restart Claude Code, Claude Desktop, Cursor or Windsurf so it picks up the new MCP server.
# Claude Desktop config
~/Library/Application Support/
Claude/claude_desktop_config.json
~/Library/Application Support/
Claude/claude_desktop_config.json
3
Ask it to shop
Just talk to your LLM — it picks the right tool automatically:
“Find a good 1TB external SSD on
amazon.in under ₹10,000. Best
value pick, and a price history link.”
amazon.in under ₹10,000. Best
value pick, and a price history link.”
Optional: bring your own affiliate tag
By default the amazon.in URLs carry the author's Associates tag (artech-21) — you pay the same price, and it's the only thing keeping the project free and maintained. Override it with the AMAZON_IN_AFFILIATE_TAG env var: set yourtag-21 for your own, or none / off / "" to emit raw amazon.in URLs.
Customer questions & answers
Everything people ask before they wire it in
▲42votes
QDoes it need an Amazon API key or account?
No. There are no API keys and no accounts. It runs locally over
stdio and reads Amazon.in HTML directly, with rotating user agents and automatic retry on bot-check pages.▲38votes
QHow do I install it with Claude Code?
One line:
claude mcp add amazon-in -- npx -y amazon-in-mcp-server. Restart your client and ask it to find something on amazon.in. Full steps are in the Install section above.▲31votes
QHow does the “best value” pick actually work?
Among in-stock listings with at least 10 reviews, each is scored by
rating × log10(reviews + 10) ÷ √price and the highest wins. The cheapest_in_stock item is returned separately for when you just want the lowest price.▲27votes
QWhich clients does it work with?
Any MCP-capable client — Claude Code, Claude Desktop, Cursor, Windsurf and others. Claude Desktop / Cursor use the same JSON config; drop it into the client's MCP settings file.
▲24votes
▲19votes
QHow is the project funded?
By default the amazon.in URLs carry the author's Amazon Associates tag. You pay the same price; the author earns a small commission that keeps it free and maintained. Swap in your own tag or disable it entirely with the
AMAZON_IN_AFFILIATE_TAG env var.From the seller
Aditya Raj Singh ✓ Verified open-source author
I shop on Amazon.in constantly, so I wanted my LLM to do it properly — not just search, but tell me the cheapest in-stock option and the genuinely best-value pick, with a price-history link so I know I'm not buying at a fake-discount peak. No paid APIs, no accounts, just HTML and a scoring function. More of what I build over at adityarajsingh.com.