# How to integrate Shortpixel MCP with Autogen ```json { "title": "How to integrate Shortpixel MCP with Autogen", "toolkit": "Shortpixel", "toolkit_slug": "shortpixel", "framework": "AutoGen", "framework_slug": "autogen", "url": "https://composio.dev/toolkits/shortpixel/framework/autogen", "markdown_url": "https://composio.dev/toolkits/shortpixel/framework/autogen.md", "updated_at": "2026-05-12T10:26:03.962Z" } ``` ## Introduction This guide walks you through connecting Shortpixel to AutoGen using the Composio tool router. By the end, you'll have a working Shortpixel agent that can check your remaining shortpixel credits, purge all images from site storage, monitor api key usage status through natural language commands. This guide will help you understand how to give your AutoGen agent real control over a Shortpixel account through Composio's Shortpixel MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved. ## Also integrate Shortpixel with - [OpenAI Agents SDK](https://composio.dev/toolkits/shortpixel/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/shortpixel/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/shortpixel/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/shortpixel/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/shortpixel/framework/codex) - [OpenClaw](https://composio.dev/toolkits/shortpixel/framework/openclaw) - [Hermes](https://composio.dev/toolkits/shortpixel/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/shortpixel/framework/cli) - [Google ADK](https://composio.dev/toolkits/shortpixel/framework/google-adk) - [LangChain](https://composio.dev/toolkits/shortpixel/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/shortpixel/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/shortpixel/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/shortpixel/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/shortpixel/framework/crew-ai) ## TL;DR Here's what you'll learn: - Get and set up your OpenAI and Composio API keys - Install the required dependencies for Autogen and Composio - Initialize Composio and create a Tool Router session for Shortpixel - Wire that MCP URL into Autogen using McpWorkbench and StreamableHttpServerParams - Configure an Autogen AssistantAgent that can call Shortpixel tools - Run a live chat loop where you ask the agent to perform Shortpixel operations ## What is AutoGen? Autogen is a framework for building multi-agent conversational AI systems from Microsoft. It enables you to create agents that can collaborate, use tools, and maintain complex workflows. Key features include: - Multi-Agent Systems: Build collaborative agent workflows - MCP Workbench: Native support for Model Context Protocol tools - Streaming HTTP: Connect to external services through streamable HTTP - AssistantAgent: Pre-built agent class for tool-using assistants ## What is the Shortpixel MCP server, and what's possible with it? The Shortpixel MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your ShortPixel account. It provides structured and secure access to your image optimization tools, so your agent can perform actions like monitoring API usage, purging storage, and managing your ShortPixel resources on your behalf. - API status monitoring: Instantly check your API key status, including available image optimization credits, so you never run out unexpectedly. - Bulk storage purging: Direct your agent to purge all files stored on ShortPixel servers for a domain, making large-scale cleanups quick and hassle-free. - Account usage visibility: Let your agent retrieve up-to-date usage metrics before initiating new optimization tasks or campaigns. - Automated maintenance workflows: Schedule regular storage purges or status checks, keeping your ShortPixel account organized with minimal manual effort. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `SHORTPIXEL_ADD_CDN_DOMAIN` | Add CDN Domain | Tool to add a new domain to the ShortPixel CDN system and associate it with your API key. Use when you need to register a domain for CDN services. If the domain already exists without a user, it will be associated with your API key. | | `SHORTPIXEL_BULK_PURGE_STORAGE` | Bulk Purge ShortPixel Storage | Tool to purge all files stored on ShortPixel storage servers for a domain. Use when you need to remove all stored files for a site in bulk. | | `SHORTPIXEL_CHECK_IMAGE_STATUS` | Check Image Status | Tool to check the optimization status of an image being processed by ShortPixel. Returns current status of queued images including URLs and size information. | | `SHORTPIXEL_CLEAN_UP_IMAGE` | Clean Up Image | Tool to remove images from the processing queue. Use when you need to optimize another image with the same URL but different contents within the next hour. | | `SHORTPIXEL_GET_ADAPTIVE_IMAGE_CDN` | Get Adaptive Image via CDN | Tool to optimize images on-the-fly via ShortPixel CDN. Transform images by URL with parameters for width, height, cropping, quality, and format conversion. Returns the optimized image directly without CDN caching. | | `SHORTPIXEL_GET_API_STATUS` | Get API Status | Tool to retrieve the current status of your API key, including available credits. Use when you need to monitor your account usage before making additional API calls. | | `SHORTPIXEL_GET_CDN_USAGE` | Get CDN Usage Statistics | Tool to retrieve detailed CDN usage statistics for a domain including traffic, API calls, monthly quota, remaining credits, and historical usage breakdown by date. Use when you need to monitor CDN consumption or check quota status. | | `SHORTPIXEL_OPTIMIZE_IMAGES_BY_URL` | Optimize Images by URL | Tool to optimize images by providing their URLs. Supports batch processing of up to 100 URLs per request with options for lossy, glossy, or lossless compression, resizing, format conversion (WebP/AVIF), and background removal. Use when you need to compress and optimize images accessible online. | | `SHORTPIXEL_READ_CDN_DOMAIN` | Read CDN Domain Status | Tool to check the status of a domain and its CDN quota on ShortPixel. Returns a status code indicating credit availability. Use when you need to verify domain accessibility and quota status. | | `SHORTPIXEL_REVOKE_CDN_DOMAIN` | Revoke CDN Domain | Tool to revoke a domain association from ShortPixel CDN. Only works if the API key belongs to the current domain owner. Use when you need to remove the association between a domain and the user account. | | `SHORTPIXEL_SET_CDN_DOMAIN` | Set CDN Domain | Tool to associate an API key with an existing domain. Unlike add-domain, this does not create a new domain - it only associates a user ID if not already associated. Use when you need to claim unassociated domains. | | `SHORTPIXEL_UPLOAD_AND_OPTIMIZE_IMAGES` | Upload and Optimize Images | Tool to upload and optimize images that are not accessible online. Uses multipart form data to upload files directly and applies optimization parameters like compression type, resize options, and format conversion. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Shortpixel MCP server is an implementation of the Model Context Protocol that connects your AI agents and assistants directly to Shortpixel. Instead of manually wiring Shortpixel APIs, OAuth, and scopes yourself, you get a structured, tool-based interface that an LLM can call safely. With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster. ## Step-by-step Guide ### 1. Prerequisites You will need: - A Composio API key - An OpenAI API key (used by Autogen's OpenAIChatCompletionClient) - A Shortpixel account you can connect to Composio - Some basic familiarity with Autogen and Python async ### 1. Getting API Keys for OpenAI and Composio OpenAI API Key - Go to the [OpenAI dashboard](https://platform.openai.com/settings/organization/api-keys) and create an API key. You'll need credits to use the models, or you can connect to another model provider. - Keep the API key safe. Composio API Key - Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs). - Navigate to your API settings and generate a new API key. - Store this key securely as you'll need it for authentication. ### 2. Install dependencies Install Composio, Autogen extensions, and dotenv. What's happening: - composio connects your agent to Shortpixel via MCP - autogen-agentchat provides the AssistantAgent class - autogen-ext-openai provides the OpenAI model client - autogen-ext-tools provides MCP workbench support ```bash pip install composio python-dotenv pip install autogen-agentchat autogen-ext-openai autogen-ext-tools ``` ### 3. Set up environment variables Create a .env file in your project folder. What's happening: - COMPOSIO_API_KEY is required to talk to Composio - OPENAI_API_KEY is used by Autogen's OpenAI client - USER_ID is how Composio identifies which user's Shortpixel connections to use ```bash COMPOSIO_API_KEY=your-composio-api-key OPENAI_API_KEY=your-openai-api-key USER_ID=your-user-identifier@example.com ``` ### 4. Import dependencies and create Tool Router session What's happening: - load_dotenv() reads your .env file - Composio(api_key=...) initializes the SDK - create(...) creates a Tool Router session that exposes Shortpixel tools - session.mcp.url is the MCP endpoint that Autogen will connect to ```python import asyncio import os from dotenv import load_dotenv from composio import Composio from autogen_agentchat.agents import AssistantAgent from autogen_ext.models.openai import OpenAIChatCompletionClient from autogen_ext.tools.mcp import McpWorkbench, StreamableHttpServerParams load_dotenv() async def main(): # Initialize Composio and create a Shortpixel session composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY")) session = composio.create( user_id=os.getenv("USER_ID"), toolkits=["shortpixel"] ) url = session.mcp.url ``` ### 5. Configure MCP parameters for Autogen Autogen expects parameters describing how to talk to the MCP server. That is what StreamableHttpServerParams is for. What's happening: - url points to the Tool Router MCP endpoint from Composio - timeout is the HTTP timeout for requests - sse_read_timeout controls how long to wait when streaming responses - terminate_on_close=True cleans up the MCP server process when the workbench is closed ```python # Configure MCP server parameters for Streamable HTTP server_params = StreamableHttpServerParams( url=url, timeout=30.0, sse_read_timeout=300.0, terminate_on_close=True, headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")} ) ``` ### 6. Create the model client and agent What's happening: - OpenAIChatCompletionClient wraps the OpenAI model for Autogen - McpWorkbench connects the agent to the MCP tools - AssistantAgent is configured with the Shortpixel tools from the workbench ```python # Create model client model_client = OpenAIChatCompletionClient( model="gpt-5", api_key=os.getenv("OPENAI_API_KEY") ) # Use McpWorkbench as context manager async with McpWorkbench(server_params) as workbench: # Create Shortpixel assistant agent with MCP tools agent = AssistantAgent( name="shortpixel_assistant", description="An AI assistant that helps with Shortpixel operations.", model_client=model_client, workbench=workbench, model_client_stream=True, max_tool_iterations=10 ) ``` ### 7. Run the interactive chat loop What's happening: - The script prompts you in a loop with You: - Autogen passes your input to the model, which decides which Shortpixel tools to call via MCP - agent.run_stream(...) yields streaming messages as the agent thinks and calls tools - Typing exit, quit, or bye ends the loop ```python print("Chat started! Type 'exit' or 'quit' to end the conversation.\n") print("Ask any Shortpixel related question or task to the agent.\n") # Conversation loop while True: user_input = input("You: ").strip() if user_input.lower() in ["exit", "quit", "bye"]: print("\nGoodbye!") break if not user_input: continue print("\nAgent is thinking...\n") # Run the agent with streaming try: response_text = "" async for message in agent.run_stream(task=user_input): if hasattr(message, "content") and message.content: response_text = message.content # Print the final response if response_text: print(f"Agent: {response_text}\n") else: print("Agent: I encountered an issue processing your request.\n") except Exception as e: print(f"Agent: Sorry, I encountered an error: {str(e)}\n") ``` ## Complete Code ```python import asyncio import os from dotenv import load_dotenv from composio import Composio from autogen_agentchat.agents import AssistantAgent from autogen_ext.models.openai import OpenAIChatCompletionClient from autogen_ext.tools.mcp import McpWorkbench, StreamableHttpServerParams load_dotenv() async def main(): # Initialize Composio and create a Shortpixel session composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY")) session = composio.create( user_id=os.getenv("USER_ID"), toolkits=["shortpixel"] ) url = session.mcp.url # Configure MCP server parameters for Streamable HTTP server_params = StreamableHttpServerParams( url=url, timeout=30.0, sse_read_timeout=300.0, terminate_on_close=True, headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")} ) # Create model client model_client = OpenAIChatCompletionClient( model="gpt-5", api_key=os.getenv("OPENAI_API_KEY") ) # Use McpWorkbench as context manager async with McpWorkbench(server_params) as workbench: # Create Shortpixel assistant agent with MCP tools agent = AssistantAgent( name="shortpixel_assistant", description="An AI assistant that helps with Shortpixel operations.", model_client=model_client, workbench=workbench, model_client_stream=True, max_tool_iterations=10 ) print("Chat started! Type 'exit' or 'quit' to end the conversation.\n") print("Ask any Shortpixel related question or task to the agent.\n") # Conversation loop while True: user_input = input("You: ").strip() if user_input.lower() in ['exit', 'quit', 'bye']: print("\nGoodbye!") break if not user_input: continue print("\nAgent is thinking...\n") # Run the agent with streaming try: response_text = "" async for message in agent.run_stream(task=user_input): if hasattr(message, 'content') and message.content: response_text = message.content # Print the final response if response_text: print(f"Agent: {response_text}\n") else: print("Agent: I encountered an issue processing your request.\n") except Exception as e: print(f"Agent: Sorry, I encountered an error: {str(e)}\n") if __name__ == "__main__": asyncio.run(main()) ``` ## Conclusion You now have an Autogen assistant wired into Shortpixel through Composio's Tool Router and MCP. From here you can: - Add more toolkits to the toolkits list, for example notion or hubspot - Refine the agent description to point it at specific workflows - Wrap this script behind a UI, Slack bot, or internal tool Once the pattern is clear for Shortpixel, you can reuse the same structure for other MCP-enabled apps with minimal code changes. ## How to build Shortpixel MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/shortpixel/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/shortpixel/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/shortpixel/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/shortpixel/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/shortpixel/framework/codex) - [OpenClaw](https://composio.dev/toolkits/shortpixel/framework/openclaw) - [Hermes](https://composio.dev/toolkits/shortpixel/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/shortpixel/framework/cli) - [Google ADK](https://composio.dev/toolkits/shortpixel/framework/google-adk) - [LangChain](https://composio.dev/toolkits/shortpixel/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/shortpixel/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/shortpixel/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/shortpixel/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/shortpixel/framework/crew-ai) ## Related Toolkits - [Supabase](https://composio.dev/toolkits/supabase) - Supabase is an open-source backend platform offering scalable Postgres databases, authentication, storage, and real-time APIs. 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It makes it easy for teams to organize data and automate workflows without writing code. - [Bench](https://composio.dev/toolkits/bench) - Bench is a benchmarking tool for automated performance measurement and analysis. It helps you quickly evaluate, compare, and track your systems or workflows. - [Better stack](https://composio.dev/toolkits/better_stack) - Better Stack is a monitoring, logging, and incident management solution for apps and services. It helps teams ensure application reliability and performance with real-time insights. - [Bitbucket](https://composio.dev/toolkits/bitbucket) - Bitbucket is a Git-based code hosting and collaboration platform for teams. It enables secure repository management and streamlined code reviews. - [Blazemeter](https://composio.dev/toolkits/blazemeter) - Blazemeter is a continuous testing platform for web and mobile app performance. It empowers teams to automate and analyze large-scale tests with ease. - [Blocknative](https://composio.dev/toolkits/blocknative) - Blocknative delivers real-time mempool monitoring and transaction management for public blockchains. Instantly track pending transactions and optimize blockchain interactions with live data. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Shortpixel MCP? With a standalone Shortpixel MCP server, the agents and LLMs can only access a fixed set of Shortpixel tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Shortpixel and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Autogen? Yes, you can. Autogen fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Shortpixel tools. ### Can I manage the permissions and scopes for Shortpixel while using Tool Router? Yes, absolutely. You can configure which Shortpixel scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Shortpixel data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) ยท [Composio docs](https://docs.composio.dev/llms.txt)