Agent Academy

Agent Academy is a free, source-linked library of skills, prompts, MCP servers and bot templates, organised into courses by profession, for people who hand real work to AI agents: 1,467 live resources, each with its original link, license and safety tags.

MCP server

com.mcparmory/shopify-admin

Manage products, orders, customers, inventory, and store configuration

No credentialsCan send externally

https://github.com/mcparmory/registry

Install
uvx mcparmory-shopify-admin

Original content

Full originalMITSource

Republished in full under its license, with attribution. The source is authoritative.

MCP Armory Registry

Production-ready MCP servers for popular APIs, generated by MCP Blacksmith.

Servers ·

Install & Usage ·

Features ·

How it works ·

License


MCP servers that connect AI agents to real-world APIs. Each server is a standalone Python package — generated from the upstream OpenAPI spec using MCP Blacksmith and tested against the live API before release. Hosted on MCP Armory or run independently.

Servers

🧠 AI & Machine Learning   [ElevenLabs](servers/elevenlabs) · [Linkup](servers/linkup) · [Parallel](servers/parallel) · [Perplexity AI](servers/perplexity) · [Ragie](servers/ragie) · [Replicate](servers/replicate)

📊 Analytics   [Ahrefs](servers/ahrefs) · [Datadog](servers/datadog) · [Google Analytics](servers/google-analytics) · [Google Search Console](servers/google-search-console) · [Linkly](servers/linkly) · [Mixpanel](servers/mixpanel) · [PostHog](servers/posthog)

⛓️ Blockchain & Crypto   [Alchemy NFT](servers/alchemy-nft)

💼 CRM & Sales   [Apollo](servers/apollo)

💬 Communication   [Atlassian Confluence](servers/atlassian-confluence) · [Google Gmail](servers/google-gmail) · [MailerSend](servers/mailersend) · [Mailtrap](servers/mailtrap) · [Postmark](servers/postmark) · [Resend](servers/resend) · [Slack](servers/slack)

🗄️ Data & Databases   [Enigma](servers/enigma) · [Pinecone](servers/pinecone)

🛠️ Developer Tools   [AgentQL](servers/agentql) · [Apify](servers/apify) · [Bitbucket](servers/bitbucket) · [Bright Data](servers/brightdata) · [Browserbase](servers/browserbase) · [BuiltWith](servers/builtwith) · [Canvas](servers/canvas) · [CircleCI](servers/circleci) · [Codacy](servers/codacy) · [Contentful Management](servers/contentful-management) · [ConvertAPI](servers/convertapi) · [E2B](servers/e2b) · [Firecrawl](servers/firecrawl) · [GitHub](servers/github) · [GitLab](servers/gitlab) · [LaunchDarkly](servers/launchdarkly) · [Postman](servers/postman) · [Scrapingant](servers/scrapingant) · [Semrush AppCenter](servers/semrush-appcenter) · [Sentry](servers/sentry)

📄 Documents & Printing   [PDF.co](servers/pdfco)

🛒 E-commerce   [Shopify Admin](servers/shopify-admin)

💰 Finance   [Alpha Vantage](servers/alpha-vantage) · [Polygon](servers/polygon) · [Ramp](servers/ramp)

👥 HR & Recruiting   [BambooHR](servers/bamboohr)

☁️ Infrastructure   [Globalping](servers/globalping) · [Grafana](servers/grafana) · [PagerDuty](servers/pagerduty) · [Rootly](servers/rootly) · [Runpod](servers/runpod)

⚖️ Legal & Compliance   [NetLicensing](servers/netlicensing)

🗺️ Maps & Location   [Google Maps Platform](servers/google-maps) · [IP2Location.io IP Geolocation](servers/ip2location-geolocation) · [OpenCage Geocoding](servers/opencage-geocoding)

📣 Marketing   [Customer.io Journeys Track](servers/customerio-journeys-track) · [Klaviyo](servers/klaviyo)

🎬 Media & Entertainment   [Canva](servers/canva) · [Perigon](servers/perigon)

✅ Productivity   [Airtable](servers/airtable) · [Asana](servers/asana) · [Atlassian Jira](servers/atlassian-jira) · [ClickUp](servers/clickup) · [Figma](servers/figma) · [Google Sheets](servers/google-sheets) · [Miro](servers/miro) · [Notion](servers/notion) · [Outline](servers/outline) · [Shortcut](servers/shortcut)

🔍 Search   [Algolia Search](servers/algolia-search) · [Google Search](servers/google-search)

📦 Storage   [Box](servers/box) · [Files.com](servers/files-com) · [Google Drive](servers/google-drive)

📌 Other   [Close](servers/close)

More servers are being added continuously.

Install & Usage

Every server is a standalone PyPI package (mcparmory-<server-name>). Each server's own README.md has full credential setup and configuration instructions.

# With uvx (no install needed)
uvx mcparmory-github

# With pip
pip install mcparmory-github
mcparmory-github

MCP client configuration (Claude Desktop, Cursor, Codex, Claude Code):

{
  "mcpServers": {
    "github": {
      "command": "uvx",
      "args": ["mcparmory-github"],
      "env": {
        "BEARER_TOKEN": "ghp_your_token_here"
      }
    }
  }
}

Features

Every server in this registry provides:

  • Full API coverage — all endpoints from the OpenAPI spec are exposed as MCP tools
  • Authentication — API key, Bearer token, Basic auth, OAuth2, JWT, OpenID Connect, and mutual TLS
  • Multi-auth — servers that support multiple auth methods let you configure whichever you prefer
  • Pydantic validation — request parameters are validated before sending to the API
  • Resilience — configurable retries with exponential backoff, connection pooling, and timeouts
  • Response sanitization — optional redaction of sensitive fields from API responses

How servers are generated

Servers are generated by MCP Blacksmith, an automated pipeline that:

  1. Parses an OpenAPI specification
  2. Transforms operations through LLM-driven passes (naming, parameter filtering, enhancement, classification)
  3. Generates a complete MCP server with auth, models, validation, and configuration
  4. Tests every tool against the live API using an autonomous agent
  5. Deploys passing servers to this registry

The generator targets Python 3.11+ and uses FastMCP as the MCP framework.

Contributing

Servers are auto-generated — don't edit server code directly. If you find an issue, open a GitHub Issue describing:

  • Broken or deprecated endpoints
  • Missing or incorrect parameters
  • Authentication problems
  • Incorrect request/response models

We'll re-generate the affected server with the fix. To request a new server, open an issue with a link to the API's OpenAPI spec or documentation.

License

Each generated server is released under the [MIT License](servers/github/LICENSE). The underlying APIs have their own terms of service — see individual server READMEs for details.


MCP Armory &middot;

MCP Blacksmith &middot;

Docs

DescriptionManage products, orders, customers, inventory, and store configuration
Version1.0.3
Packagespypi · mcparmory-shopify-admin@1.0.3 · stdio
oci · ghcr.io/mcparmory/shopify-admin:1.0.3 · stdio
Environment variablesNone stated

Related

TutorialCustomer service

2_1_support_ticket_agent

A structured output agent demonstrating Pydantic schema-based responses for customer support ticket creation.

Sourcegithub.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/openai_sdk_crash_course/2_structured_output_agent/2_1_support_ticket_agent

No credentialsDoes not sendApache-2.0
TutorialCustomer service

3_1_customer_support_ticket_agent

A tutorial demonstrating how to implement a structured customer support ticketing system using Google's ADK (Agent Development Kit) framework. This example shows how to create type-safe, structured support tickets with priority levels, categories, and resolution estimates using Pydantic schemas and

Sourcegithub.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent

No credentialsDoes not sendApache-2.0
CaseCustomer service

ai_customer_support_agent

This Streamlit app implements an AI-powered customer support agent for synthetic data generated using GPT-4o. The agent uses OpenAI's GPT-4o model and maintains a memory of past interactions using the Mem0 library with Qdrant as the vector store.

Sourcegithub.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_customer_support_agent

No credentialsDoes not sendApache-2.0
TutorialCustomer service

Using tool_choice=required for customer service (OpenAI cookbook)

Using Tool Required for Customer Service The ChatCompletion endpoint now includes the ability to specify whether a tool must be called every time, by adding tool_choice='required' as a parameter. This adds an element of determinism to how you build your wrapping application, as you can count on a to

Sourcegithub.com/openai/openai-cookbook/blob/main/examples/Using_tool_required_for_customer_service.ipynb

No credentialsDoes not sendMIT
TutorialCustomer service

Customer service agent with tool use (Claude cookbook)

Creating a Customer Service Agent with Client-Side Tools In this recipe, we'll demonstrate how to create a customer service chatbot using Claude 3 plus client-side tools. The chatbot will be able to look up customer information, retrieve order details, and cancel orders on behalf of the customer. We

Sourcegithub.com/anthropics/claude-cookbooks/blob/main/tool_use/customer_service_agent.ipynb

No credentialsDoes not sendMIT
Awesome listCustomer service

500 AI Agents Projects (includes customer service use cases)

Curated collection of AI agent use cases across industries (incl. Customer Service, E-commerce) with links to open-source implementations, e.g. a LangGraph customer-support agent tutorial.

Sourcegithub.com/ashishpatel26/500-AI-Agents-Projects

No credentialsDoes not sendMIT