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For AI agents — MCPBundles Directory API
Recommended: Directory API v1 over HTTP for detail and anonymous invoke when eligible (not MCP JSON-RPC on the publisher URL; no user MCPBundles credentials on v1).
GET https://www.mcpbundles.com/api/directory/v1/servers/lavalenses-mcp-60cc1dc45f
GET https://www.mcpbundles.com/api/directory/v1/servers/lavalenses-mcp-60cc1dc45f?live=1 (optional live refresh)
GET https://www.mcpbundles.com/api/directory/v1/servers/lavalenses-mcp-60cc1dc45f/tools/<tool> (one tool: schema + invoke.url)
POST https://www.mcpbundles.com/api/directory/v1/servers/lavalenses-mcp-60cc1dc45f/tools/{tool}
POST body: flat JSON of tool argument names and values; not an arguments wrapper. Replace {tool} with a tool name from GET detail.
Restricted agent shell (ChatGPT Codex desktop, some IDE sandboxes):
Default command sandboxes often block outbound network. curl exit 6 or "Could not resolve host" for www.mcpbundles.com is usually sandbox DNS — not evidence this site is down.
Retry the same Directory API GET with sandbox_permissions "require_escalated" and a one-sentence justification on the shell tool (Codex on-request approval). Do not tell the user the site is unreachable from sandbox curl alone.
Example justification: Run the public MCPBundles Directory API search outside the command sandbox to complete the user's MCP server lookup.
If the agent has browser access (e.g. Codex @Browser): open https://www.mcpbundles.com/?q=<query> or stay on this page — no shell network needed. Use WebMCP search_mcp_servers then get_mcp_server (document.modelContext / page tools; refresh with fetchTools or getTools if a tool id is missing from the snapshot). Read-only directory search; same index as Directory API v1 GETs. Neither WebMCP nor Directory API v1 uses user MCPBundles credentials.
Without a browser: after escalated curl fails, use GET https://www.mcpbundles.com/?q=<query> with Accept: text/markdown for ranked results.
Hub MCP (connected session): discover_mcp_servers — same filter semantics as search_mcp_servers.
Contract: https://www.mcpbundles.com/agents.md
OpenAPI: https://www.mcpbundles.com/api/directory/v1/openapi.json
Guide: https://www.mcpbundles.com/guides/mcpbundles-directory-api
For MCP client apps (human connect):
MCP connect URL: https://lavalenses.com/mcp
Skill page: https://www.mcpbundles.com/skills/lavalenses-mcp-60cc1dc45f
Explore capabilities (16)
read 9
write 7
Checkout
9
Catalog
7
List Brands
read
catalog-brand-list
List all store brands grouped by first character (Arabic or English alphabet). Returns a browsable brand directory. Use this to show the buyer available brands or let them pick a brand to explore. After listing, use catalog-product-list with source=brands and source_value=<brand_id> to browse products from that brand.
List Brands — List all store brands grouped by first character (Arabic or English alphabet). Returns a browsable brand directory. Use this to show the buyer available brands or let them pick a brand to explore. After listing, use catalog-product-list with source=brands and source_value=<brand_id> to browse products from that brand.
Get Brand Details — Retrieve full brand details by ID, including name, description, logo, banner, and SEO metadata. Use this after catalog-brand-list when the buyer wants to learn about a specific brand. After getting brand details, use catalog-product-list with source=brands to see all products from this brand, then checkout-item-add to purchase.
List Categories — List store categories. Returns the root list by default, or the direct children of a specific category when parent_id is provided. Use this to discover category IDs cold-start — categories are not exposed elsewhere in the storefront MCP. After listing, use catalog-category-retrieve for full details with nested sub-categories, or catalog-product-list with source=categories and source_value=<category_id> to browse products in a category.
Get Category — Retrieve a category by ID, including its name, description, image, product count, and nested sub-categories (recursively included). Use this to let the buyer browse store categories and find products. Discover category IDs via catalog-category-list. After getting category details, use catalog-product-list with source=categories and source_value=<category_id> to browse all products in that category.
Browse Products — Browse and filter products from the store catalog. Supports 16 source types: latest (new arrivals), brands (by brand_id), categories (by category_id), search (by keyword), offers (on sale), top-rated, recently (viewed), related (similar products), selected (by product IDs), tags, wishlist, sales, reorder, best_selling, json, landing-page. Set filterable=true to get available filter facets (price range, brands, etc.) for refining results. After finding products, use catalog-product-retrieve for f
Search Products
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
How many tools does LAVA Lenses provide?
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More in ecommerce
Other MCP servers in this category from the directory index
— Search products by keyword — a convenience shortcut for catalog-product-list with source "search". Matches product names, descriptions, and SKUs. Use this when the buyer asks "do you have...", "search for...", "looking for...", or "find me...". After finding matching products, use catalog-product-retrieve for details and checkout-item-add to add to cart.
Get Product Details — Retrieve full product details by ID, including images, videos, options (color, size, etc. with available values), variants/SKUs with pricing, star ratings, tags, brand, category, bundle items, and sold quantity. Use this after browsing or searching when the buyer wants to learn more about a specific product. Check price, sale_price, and variants (skus) fields. To purchase: use checkout-item-add with identifier_type=id for the base product, variant_id for a specific variant, or sku for SKU-based
Create Cart — Create a new empty shopping cart. Use this as the first step when a buyer wants to start shopping. Returns cart_id for subsequent operations and checkout_url — provide this link to the buyer whenever they say "checkout", "pay", "go to checkout", or "complete my order".
Get Cart — Retrieve current cart contents including items, quantities, pricing, applied coupons, and the checkout URL. Use this to confirm what's in the buyer's cart before they proceed to payment. The response always includes checkout_url — provide this link to the buyer when they're ready to complete their purchase. Items are included by default; set include_items=false to skip them when only totals/coupon/url are needed.
Proceed to Checkout — Get the checkout URL to redirect the buyer to complete payment. Use this when the buyer says "checkout", "pay", "pay now", "complete order", "go to checkout", or similar. The returned checkout_url is a direct link to the storefront payment page — provide it as a clickable link so the buyer can finalize their purchase. Includes cart summary (item count, total, currency) for confirmation.
Assign Cart to Account — Link a guest cart to the authenticated buyer's account. Call this after the buyer signs in, before proceeding to checkout, so their cart history and saved addresses are available. After assignment, use checkout-retrieve to get the updated cart and checkout URL for payment.
Apply Discount Code — Apply a coupon/discount code to the cart. Use this when the buyer provides a promo code or asks "do you have a discount code?". After applying, use checkout-retrieve to see the updated totals and checkout URL before proceeding to payment.
Remove Discount Code — Remove the applied coupon from the cart. Use this when the buyer asks to "remove the coupon" or "try a different code". After removal, use checkout-retrieve to see the updated totals and checkout URL before proceeding to payment.
Add to Cart — Add a product to the shopping cart. Set identifier_type to one of "id" (product ID), "variant_id" (specific variant/SKU), or "sku" (product SKU code), and put the value in identifier. Example: { cart_id, identifier_type: "id", identifier: "155055923", quantity: 1 }. Returns the full updated cart including line items (with each item's internal id, needed for checkout-item-update / checkout-item-remove) and checkout_url — provide this link to the buyer when they're ready to pay. Use catalog-produc
Update Cart Item — Update a cart item's quantity or options. The item_id is the internal cart item ID from the cart response (items[].id), NOT the product ID. Use this when the buyer says "change quantity", "I want 2 instead", or "update my cart". Returns the full updated cart including checkout_url for payment redirect.
Remove from Cart — Remove an item from the cart. The item_id is the internal cart item ID from the cart response (items[].id). Use this when the buyer says "remove this", "take it out of my cart", or "I don't want this anymore". Returns the full updated cart including checkout_url for payment redirect.
MCPBundles probed 16 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
What authentication does LAVA Lenses require?
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
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