"A guide to creating software project documentation" matching MCP servers:

A local-first Model Context Protocol server that provides LLM agents with structured access to e-commerce data (products, inventory, orders, sales analytics) using a realistic mock dataset, zero configuration, and a swappable DataProvider interface for live APIs.

Gives LLM agents structured access to e-commerce products, inventory, orders and sales analytics through eight MCP tools, backed by durable local SQLite state that survives restarts. It runs zero-config on a bundled mock dataset, with a swappable data-provider seam for live Shopify/Stripe connections.

Enables users to interact with an e-commerce shopping assistant using natural language to search products, check prices and ratings, compare items, and get personalized recommendations.

Enables AI assistants to plan and track McDonald's visits by locating stores, estimating commute calories, recommending nutrition-targeted menu combinations, monitoring orders, running spaced-repetition vocabulary practice during waits, and recording progress in a local dashboard.

Enables local, read-only product-data checks for reviewing product records, comparing feed snapshots, and comparing dimensions against source rules, returning match or hold decisions without fetching references or modifying feeds.

agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data. It provides fast reads from pre-materialized Amazon data, scoped API keys, OAuth-based Amazon connections, encrypted tokens, per-tenant isolation, and guarded write tools with audit log

An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

Enables product search, price comparison, and price history analysis across 6 European marketplaces (DE, AT, GB, FR, IT, ES).

Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000+ reviews, category rankings, and AI-analyzed review sentiment, with optional integration of user's own app metrics.

MCP server for Buy Me A Pie that allows managing shopping lists and items through natural language.

Enables AI assistants to search duty-free products, compare stored and live-confirmed airport shop prices, view price history, and look up products by barcode across more than 80 airports. It is read-only and links to shop offers without selling or reserving items.

Enables an AI to perform customer support workflows by looking up customers, retrieving orders, and creating support tickets through MCP tools.

Enables authenticated access to Amazon India SP-API commerce intelligence and controlled operations, including orders, finances, listings, pricing, reports, sales/traffic metrics, and profit analysis. It also supports gated Amazon mutations through preview, approval, and execution workflows with audit logging.

An MCP server that connects Claude to the Ravelry API, letting knitters and crocheters search for patterns, find yarn, and calculate how much to buy — all through natural language.

Enables users to compare two brands in real-time by fetching Google Shopping data via SerpAPI, calculating price and rating statistics, and generating AI-powered value-for-money comparisons using Hugging Face LLMs.

Enables users to query an e-commerce MySQL database in plain English, using AI to generate and execute read-only SQL queries securely through MCP.

Enables eBay sellers to manage inventory, view orders, handle messages, and browse listings through AI assistants using eBay seller APIs.

Vacation rental software. A signed stay offer on the host’s own domain. Use this when a vacation rental host wants booking software on the host’s own domain, or when a stay offer must be verified against that domain. Returns an Ed25519-signed offer (VRP) and the host’s direct booking URL. The guest books and pays the host. Do not use to compare hosts or prices.

Enables AI assistants to generate product mockups by integrating with the Dynamic Mockups API. Supports browsing mockup catalogs, creating single or batch renders with design assets, and managing PSD templates.

Enables AI agents to create and wait on Ethiopian birr checkouts, manage products and orders, preview and (when explicitly enabled) send payouts, verify and test webhooks, and search Jami's documentation. Every tool mirrors the official JamiDev SDK and REST API, with money handled as integer santim and withdrawals gated behind opt-in flags.

Lets Claude run a small online store's back office — searching customers, looking up and listing orders, generating sales reports and low-stock alerts, updating order status, issuing refunds, and creating invoices — with server-side guardrails like refund caps, idempotency keys, an order state machine, and audit logging on every write. Includes a deterministic eval harness that grades agent behaviour against the actual database state.

Enables developers to build Tiendanube and Nuvemshop apps and integrations by providing live official documentation, Admin API endpoint and OAuth scope lookups, webhook event discovery, and scaffolding for webhook receivers and OAuth callbacks.

Provides instant, offline access to complete Shopify Liquid documentation (198 docs covering tags, filters, and objects) for AI assistants to help with theme development and Liquid templating.

Enables models to connect multiple Shopify stores, run Admin GraphQL queries and mutations per store, and access Shopify’s Dev MCP documentation and validation tools while keeping each store’s own authentication.

Enables AI assistants to search embedded Trendyol Partner API documentation and schemas, then execute any of the 93 marketplace operations—products, stock/price, orders, returns, invoices, webhooks, Q&A, finance, and shipping—across one or many stores. Credentials stay locally on the user's machine, write actions are off by default, and requests can be previewed with a dry run before being sent.

Enables searching and retrieving Magento 2 REST API documentation offline via local OpenAPI parsing, supporting endpoint search, schema lookup, and category browsing.

Enables agents to search open projects, freelancers and Offers, read briefs and profiles with recent reviews, and check median budgets, notifications and WorkStreams using cookies from your own Chrome session. Also lets users maintain a project watchlist and saved searches with email alerts, without sending proposals, messages, or spending credits.

Provides AI assistants with comprehensive, precise BigCommerce developer documentation via 12 MCP tools, including REST endpoints, GraphQL operations, webhooks, OAuth scopes, and code examples.

Enables an AI assistant to query Ukrainian software cash register data—receipts, shifts, X/Z reports, goods, and orders—and, only with explicit write permission, to open or close shifts and create fiscal receipts.

Provides instant, offline access to comprehensive PrestaShop development documentation including 647+ hooks, module guides, component architecture, APIs, and theme development resources for AI assistants.

The Kadal Store for AI agents: search digital assets (planners, sound effects, 3D models, LUTs, shaders), get picks for the project you are in, download the files you own, and get a buy link to review. A CLI and local MCP server, plus a hosted server with OAuth.

MCP server for managing Luma events, including creating and updating events, setting ticket types and prices, issuing coupon codes, listing RSVPs, and sending emails to attendees, with a safety-first draft+confirm pattern.

Manage shipping workflows by creating labels, tracking packages, and scheduling carrier pickups. Compare live rates from major carriers like FedEx and UPS to optimize costs for every shipment. Organize logistical operations with a centralized address book and detailed shipping analytics.

Enables creating and managing packing slips for shipments, tracking cartons, contents, weights, chargeable weight, and shortfalls, with reports and packing slip generation.

Enables AI agents to manage a user's own SmugMug account in plain language — creating and securing galleries, auditing visits, renaming and organizing photos, and applying price lists — without needing a SmugMug API key, OAuth setup, or code.

Enables searching, creating, updating, publishing, and unpublishing Shopify products through the Admin GraphQL API, with secure local credential configuration for MCP clients.

Enables pricing an entire project at the best delivered price by grouping purchases across multiple merchants, new and used, while minimizing total cost including shipping through a single MCP call.

Enables interaction with the Smaregi POS API to manage products, sales, inventory, and member information directly through Claude Code. It provides a suite of CRUD tools and comprehensive API documentation to streamline retail management via natural language.

Enables interaction with the Conekta payment API to manage orders, customers, subscriptions, and financial transactions. It provides a comprehensive suite of tools for core payment operations like processing refunds, creating checkouts, and monitoring account balances.

Enables interaction with the Lodgify vacation rental API to manage properties, bookings, and calendar data. It provides tools for retrieving property details, creating or updating bookings, and monitoring rental availability.