"Semantic code navigation tools for AI agents" matching MCP servers:

10 MCP servers so agents can work in Korea: Naver Smart Store, Coupang, Cafe24, public data (business status, holidays, addresses), HWP files, KakaoTalk, Popbill e-tax invoices & 알림톡, Toss Payments, Japan→Korea sourcing, tax calendar — with human approval on every write. npm @appmonster/mcp-*.

Provides MCP tools for searching and comparing products on Wildberries (and Ozon planned), including product search, detailed card retrieval, and review fetching, normalized for LLM consumption.

Jewellery sizing and gemstone grading tools by FITINY. Carat-to-millimetre conversion for moissanite, diamond and cubic zirconia corrected for each stone's density — every chart online is calculated for diamond, which is wrong for moissanite by about 9%. Also covers GIA colour (D-K) and clarity (FL-SI) scales, ISO 8653 ring size conversion across US/UK/EU, necklace lengths and stud diameter.

Enables agents to access 30 pay-per-event Apify actors for ad, video, reel, and audio transcripts; Google Trends and keyword demand; job boards; Amazon product data; and Instagram data, charging only per delivered item.

A free WordPress plugin that turns your site into a governed MCP server, exposing 153 curated WordPress abilities (posts, media, users, WooCommerce, ACF, SEO) as tools for AI agents like Claude and Cursor. Every ability is off by default, scoped to a least-privilege user, capability-gated, and logged.

Enables AI assistants to check order status and prepare versioned address change proposals that require application-owned approval.

Enables agents to manage a store's catalog, storefront, orders, customers, discounts, and reporting through scoped MCP tools while keeping credentials in local configuration.

Enables AI assistants to look up customers, orders, products, and stock; take role-restricted actions such as creating orders and handling refunds; enforce business rules; and maintain a tamper-evident audit log.

Enables AI assistants to act as a Shopify shopping assistant and catalog auditor by answering from the live storefront: filtered product search, deals, comparisons, recommendations, policy and page lookups, verified cart permalinks, and a whole-catalog listing-quality audit. All operations are read-only, so nothing is ever written to the store.

Provides Vertex AI Search for Commerce product search as a tool, enabling AI agents to search product catalogs using natural language queries.

Provides MCP tools to query and manage a computer store's catalogue, stock, prices, promotions, installment plans, quotes, reservations, and orders, backed by PostgreSQL.

MCP server for AI agents providing 300 curated Japanese home & lifestyle products across 31 categories. Features mm-precision dimension search, related-item chains (1 product → 3-5 accessories), shelf+storage coordination, and Rakuten/Amazon affiliate links.

Enables AI assistants to query live AI subscription prices from shuita.xyz, including product search, lowest verified in-shop prices, shop listings, product catalogs, and site statistics.

Provides tools for searching Sam's Club products, locating warehouse clubs, and accessing membership information using realistic mock data. It enables AI assistants to interact with product catalogs and store services for development and testing purposes.

Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP

Planthire AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

Enables MCP clients to access a shopping-list service through local stdio, including reading permitted lists, preserving product URLs, reserving items, and returning merchant links.

Create, launch, and manage Meta + Google ads from Claude and ChatGPT. Analytics, strategy, and autopilot automation for any store.

A proof of concept MCP server for Apache OFBiz

Enables AI agents to import and refresh product feeds, edit products, write rules, run optimization and audits, connect ad channels, set performance labels, and create product ad creatives.

AI customer support MCP server with order status lookup and RAG-powered knowledge base search for e-commerce stores.

Enables conversational agents to query and create orders via MCP tools, including retrieving full order details, checking current status, and creating new customer orders.

Exposes product catalog and semantic search as tools for an LLM agent, enabling natural language product recommendations based on intent rather than keyword matching.

Ecommerce AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Enables AI agents to browse, list, buy, review, and get paid for digital goods through MCP tools, including balance, ledger, checkout-link, upload, and payout operations. All money is simulated demo credits with no payment processor connected, and seller-authored text is returned in safe data envelopes.

Connects MCP clients to an interior design studio so users can upload room, home, or yard photos and generate photorealistic redesigns, paint and flooring previews, decluttering, virtual staging, and furniture shopping.

Classifies product descriptions to official HS codes and validates supplier-provided codes using government tariff schedules via the HSPing API.

Provides supply chain and shipping tools including shipment tracking, route optimization, warehouse inventory management, delivery ETA estimation, and customs documentation. Enables logistics operations through natural language interactions with Claude.

Enables scanning code and URLs for API deprecations, auditing websites for professional quality, and running resale value scans from photo URLs over MCP streamable HTTP.

AI listing workflow for Etsy sellers: listings, mockups, ZIP packs, KDP copy, planners, images, and ad copy.

Inventory Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Enables AI models to manage Kroger/QFC shopping lists, search products, and plan meals via the Kroger API.

Enables planning gaming and workstation builds, estimating PSU wattage, checking basic compatibility, comparing hardware specs, recommending workload-suited builds, and searching a sample hardware catalog through MCP tools.

Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP

Enables AI agents to search global holiday rentals, hotels and short-term stays, read full property details, and get exact, itemised prices for specific dates and party sizes, then hand the traveller a link to complete the booking. All tools are read-only, and it also returns guidance for hosts listing a property and for software companies building integrations.

Free competitive pricing intelligence for SMB CPG brands. Check where any product price sits in its Amazon category, track pricing trends, and compare products — no NielsenIQ or SPINS subscription needed.

Enables MCP clients to run eight pure-HTTP B2B scraping and enrichment engines for skip tracing, social/video transcript extraction, sold-comps research, building permits, Maps contact discovery, email verification, hiring-intent detection, and Shopify lead generation, including a zero-signup one-row free preview fallback.

Infrastructure layer for agentic commerce, website AI-readiness scanning, and protocol connectivity.

Provides tools to access real-time Amazon data, including product details, reviews, offers, influencer profiles, and deals, through a FastMCP-based server.