├── .DS_Store ├── README.md └── integrations ├── aipy_integration.md ├── asset ├── 1748705431540450088_nhnjgb8x.webp ├── 1748705435756374954_3aCCDIMN.webp ├── 1748705440063487736_Pvso41XT.webp ├── 1748705443640941724_yCLJFCyu.webp ├── 1748705448037159870_gea7urnj.jpg ├── 1748705451561623310_Z0530XTP.webp ├── 1748705455460816216_FqnJHDAw.webp ├── 1748705459428153465_Lcyupmid.webp ├── 1748705463160818023_uZ2iVayO.webp ├── 1748705466518971003_QR1YUQMJ.webp ├── 1748705471235905591_5TPMIGDz.webp ├── 1748705475258058511_1yIS2cLV.webp ├── 1748705479698088610_zAFCxurn.webp ├── 1748705483642675859_OTS1aIT1.webp ├── 1748705488729110114_MQ0XTPLI.webp ├── 1748705494005336103_2ONJGDAv.webp ├── 1748705498771081684_AKT3eU3c.webp ├── 1748705503298253246_9l40YWSQ.webp ├── 1748705508822359769_ddmjgc9s.webp ├── 1748705514604981041_CNyIYiZf.webp ├── 1748705519167844613_RhFByuqm.webp ├── 1748830893954385333_CzTROKIE.webp ├── 1748830898813768514_uXa6TPNI.webp ├── 1748830902079561216_Reonkjkj.webp ├── 1748830906358464130_Xljgeb6R.webp ├── 1748830910152511142_Eqomifb7.webp ├── 1748830914185622709_JfI1oHXj.webp ├── 1748830918088257694_yEPMIEBw.png ├── 1748830922310863528_Vvtqnjfb.png ├── 1748830926758753125_NXc8pkhd.png ├── 1749017869971619253_fhpJFCxu.webp ├── 1749017873406391404_DGPLIEAx.webp ├── 1749017877205019914_osrolEBx.webp ├── 1749017881300980741_4tdJZjIT.webp ├── 1749017885958131384_X3iHFByu.webp ├── 1749017889803948526_xxHFBxtq.webp ├── 1749017894756499886_drVQNJFB.webp ├── 1749017898475615272_jNsttuDF.webp ├── 1749017902234574365_U6ftplhd.webp └── 1749017905873457139_BHVQOJGC.webp ├── trae_integration.md └── windsurf_integration.md /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WaveSpeedAI/agent-mcp-lab/1eefbb5d90981b74a1d2804ac2e0be4a8254b952/.DS_Store -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # MCP Agent Ecosystem: Revolutionizing Development with One-Click Multimodal Activation 2 | 3 | > Empowering global developers to seamlessly integrate and activate advanced multimodal capabilities in AI agents through the WavespeedAI MCP platform. 4 | 5 | ## What is the MCP Agent Ecosystem? 6 | 7 | The MCP Agent Ecosystem provides a unified framework for developers to connect, enhance, and deploy AI agents with powerful multimodal capabilities. By leveraging WavespeedAI's MCP (Multimodal Communication Protocol) Server, developers can: 8 | 9 | - **Instantly activate** multimodal capabilities in existing AI agents 10 | - **Seamlessly integrate** vision, voice, and text processing in real-time 11 | - **Accelerate development** with standardized protocols and pre-built components 12 | - **Scale globally** with enterprise-grade infrastructure support 13 | 14 | This repository contains tutorials, examples, and integration guides for connecting various AI agents to the WavespeedAI MCP Server ecosystem. 15 | 16 | ## MCP Server: Multimodal Capabilities 17 | 18 | [WavespeedMCP Server](https://github.com/WaveSpeedAI/mcp-server) is our official implementation of the Model Control Protocol (MCP) server for WaveSpeed AI services. It provides a standardized interface for accessing advanced multimodal capabilities through the MCP protocol. 19 | 20 | ### Key Features 21 | 22 | - **Advanced Image Generation**: Create high-quality images from text prompts with support for image-to-image generation, inpainting, and LoRA models 23 | - **Dynamic Video Generation**: Transform static images into videos with customizable motion parameters 24 | - **Optimized Performance**: Enhanced API polling with intelligent retry logic and detailed progress tracking 25 | - **Flexible Resource Handling**: Support for URL, Base64, and local file output modes 26 | - **Comprehensive Error Handling**: Specialized exception hierarchy for precise error identification and recovery 27 | 28 | The MCP Server follows a clean, modular architecture with components for server implementation, API client optimization, resource handling, and error management. It can be easily configured through environment variables, command-line arguments, or configuration files. 29 | 30 | ## List of AI Agents 31 | |Name|GitHub|intro|Remark|Integration Guide| 32 | |---|---|---|---|---| 33 | |[Cursor](https://cursor.com) |[getcursor/cursor](https://github.com/getcursor/cursor)|The AI Code Editor - A powerful coding assistant built for programming with AI.|Features advanced code generation, editing, and explanation capabilities with support for multiple AI models. Offers deep codebase understanding and project-wide context awareness.|| 34 | |[Windsurf](https://windsurf.com) |[Windsurf](https://windsurf.com)|A next-generation AI IDE built to keep developers in the flow.|Features Cascade, an agentic chatbot that can collaborate with developers, with advanced context awareness and terminal integration. Supports MCP for extended agent capabilities.|[Windsurf Integration Guide](./integrations/windsurf_integration.md)| 35 | |[Trae](https://www.trae.ai) |[Trae-AI/Trae](https://github.com/Trae-AI/Trae)|A powerful AI IDE with seamless MCP integration for rapid multimodal Agent capabilities.|Features one-click activation of multimodal functions through [WaveSpeed](https://wavespeed.ai/) MCP, enabling Agents to generate and edit images/videos efficiently. Supports fast integration with minimal configuration for immediate multimodal capabilities.|[Trae Integration Guide](./integrations/trae_integration.md)| 36 | |[AIpy](https://www.aipy.app/) |[knownsec/aipyapp](https://github.com/knownsec/aipyapp)|AI-Powered Python & Python-Powered AI (Python-Use) - A new paradigm for AI agents.|Provides the entire Python execution environment to LLMs, allowing them to freely use all Python features without predefined tool interfaces. Supports both task mode and Python mode.|[AIpy Integration Guide](./integrations/aipy_integration.md)| 37 | |[Local Manus](https://github.com/11cafe/local-manus) |[11cafe/local-manus](https://github.com/11cafe/local-manus)|AI Marketing Agent & Copilot - A local alternative for Manus.|Features AI marketing content copilot, 1-click cross-posting to multiple platforms, AI "ReplyGuy" for automatic engagement, and upcoming image & video enhancements. Supports both cloud AI models and local models via Ollama.|| 38 | |[Jaaz](https://github.com/11cafe/jaaz) |[11cafe/jaaz](https://github.com/11cafe/jaaz)|AI Design Agent - A local alternative for Lovart.|Features AI designer agent for image generation and editing, canvas and storyboard creation, and support for various models including Ollama, Stable Diffusion, and Flux. Enables object removal, style transfer, and consistent character generation through chat.|| 39 | 40 | -------------------------------------------------------------------------------- /integrations/aipy_integration.md: -------------------------------------------------------------------------------- 1 | # FLUX.1 Kontext MCP: Restore Old Photos Through Chat — Edit Anything, Anywhere 2 | 3 | > **Note**: This document contains multiple images stored in the local `asset` folder and referenced using relative paths. 4 | > 5 | > **Viewing Options**: 6 | > 1. Clone the repository and view in a local Markdown viewer 7 | > 2. Read the text descriptions in the document, as most steps include detailed explanations 8 | 9 | ## 1. Introducing FLUX.1 Kontext 10 | 11 | FLUX.1 Kontext is a professional **image-to-image editing model** developed by Black Forest Labs, designed for **intelligent contextual understanding** and **precise image manipulation**. It supports a wide range of editing tasks without requiring complex prompts, including object modification, style transformation, background replacement, character consistency editing, and text editing. 12 | 13 | FLUX.1 Kontext's core strengths lie in its **exceptional contextual understanding and ability to maintain character consistency**. It ensures that key elements—such as character features and compositional layouts—remain stable even after multiple rounds of editing. 14 | 15 | Additionally, both the **FLUX.1 Kontext Pro** and **FLUX.1 Kontext Max** versions of the API are now available as paid offerings. Black Forest Labs says it will soon release the open source FLUX.1 Kontext Dev. 16 | 17 | - **FLUX.1 Kontext Pro**: Ideal for editing, compositing, and creative regeneration. 18 | - **FLUX.1 Kontext Max**: Optimized for advanced typography, prompt precision, and editing speed. 19 | - **FLUX.1 Kontext Dev**: Coming soon. 20 | 21 | ## 2. Introducing WaveSpeed MCP: Empowering Agent Multimodality 22 | 23 | WaveSpeedAI is a global leading platform in multimodal AI acceleration, **integrating the most advanced AI video and image generation models**. We provide efficient, secure, and reliable solutions, empowering developers and enterprises to accelerate creation and commercialization. 24 | 25 | ### Seamless Integration, Enhanced Agent Capabilities 26 | 27 | **WaveSpeed MCP** empowers any agent—such as those built on large language models like DeepSeek—to effortlessly gain image and video generation abilities through a standardized interface, enabling truly multimodal interaction. 28 | 29 | ### Professional-Grade Output Quality 30 | 31 | - **High-Quality Images**: Rich in detail, diverse in style, and ready for professional creative use. 32 | - **Smooth Video Animation**: 24fps high frame rate ensures fluid and natural motion. 33 | - **Diverse Style Support**: From realistic to abstract, Western to Eastern aesthetics—tailored to a variety of creative needs. 34 | 35 | ### Simplified Development Workflow 36 | 37 | Developers don't need to master the complexities of image and video generation. With simple integration via MCP, agents can be instantly equipped with powerful visual creation capabilities. 38 | 39 | ### Efficient and Reliable 40 | 41 | - **Fast Response**: The full generation process completes in just a few seconds. 42 | - **Stable and Consistent**: Standardized interfaces ensure consistent output quality. 43 | - **Scalable**: Supports multiple models and parameter tuning to fit diverse application scenarios. 44 | 45 | ## 3. Introducing AiPy 46 | 47 | **AiPy** is a practical implementation of Python concepts, demonstrating their value and potential in the real world. It serves as your ultimate AI sidekick, providing a Python-powered AI environment that allows for seamless interaction between natural language and code execution. 48 | 49 | AiPy stands out with its unique approach of providing the entire Python execution environment to large language models, allowing them to freely use all Python features without predefined tool interfaces. This flexibility enables AI agents to tackle a wide range of tasks with greater autonomy and effectiveness. 50 | 51 | However, **AiPy still has some limitations**. For example, during development, if you want it to fetch a website's logo, generate a product promo video, or connect directly to a database to retrieve user data—tasks that involve multimodal processing or real-world execution—AiPy often falls short. 52 | 53 | This is exactly where **MCP** makes a difference. It extends AiPy's capabilities beyond reasoning, enabling it to act. With MCP, AiPy evolves from a tool that can "think" to one that can also "do," becoming a truly unified AI assistant that helps developers complete the full loop from intelligent inference to real-world execution. 54 | 55 | ## 4. Integrating WaveSpeed MCP into AiPy 56 | 57 | This guide uses **AiPy** as an example to demonstrate how to add image and video generation capabilities using **WaveSpeed MCP**. Before you begin, please ensure you have the following prerequisites: 58 | 59 | ### Download AiPy and Log In 60 | 61 | If you're not already familiar with AiPy, you can download it from the official [website](https://www.aipy.app/). After installation, follow the setup instructions to get started. 62 | 63 | ### Set Up WaveSpeedAI Account 64 | 65 | WaveSpeedAI is the world's fastest and most cost-effective AI platform for image and video generation. 66 | 67 | If you don't already have an account, you can create one [here](https://wavespeed.ai). 68 | 69 | ![WaveSpeedAI Homepage](./asset/1748705431540450088_nhnjgb8x.webp) 70 | 71 | Sign up with GitHub or Google and get $1 instantly. 72 | 73 | ![Sign up process](./asset/1748705435756374954_3aCCDIMN.webp) 74 | 75 | Get Access Key. 76 | 77 | ![Get Access Key](./asset/1748705440063487736_Pvso41XT.webp) 78 | 79 | ### Install the WaveSpeedAI MCP 80 | 81 | Simply install the MCP client provided by WaveSpeedAI. For more details about the implementation, refer to our documentation. 82 | 83 | 🔗 [WaveSpeedAI MCP Server](https://github.com/WaveSpeedAI/mcp-server) 84 | 85 | If you're new to MCP, think of it as an AI orchestrator that coordinates multiple large models and tools to automate complex tasks, enabling AI to not just process information but also take action. 86 | 87 | ```bash 88 | pip install wavespeed-mcp 89 | ``` 90 | 91 | You can check the version information after installation. 92 | 93 | ```bash 94 | pip show wavespeed-mcp 95 | ``` 96 | 97 | ## 5. Configuration of AiPy 98 | 99 | In AiPy's configuration directory, create a new file named `mcp.json`, enter the following content (be sure to replace `WAVESPEED_API_KEY`), and save it: 100 | 101 | ```json 102 | { 103 | "mcpServers": { 104 | "Wavespeed": { 105 | "command": "wavespeed-mcp", 106 | "env": { 107 | "WAVESPEED_API_KEY": "" 108 | } 109 | } 110 | } 111 | } 112 | ``` 113 | 114 | ![AiPy MCP Configuration](./asset/1749017877205019914_osrolEBx.webp) 115 | 116 | After creating the configuration file, open AiPy and enter the following command to enable the newly created MCP: 117 | 118 | ``` 119 | /mcp enable 120 | ``` 121 | 122 | This command will list the available MCP services; the first time you run it, there may be a brief loading delay. 123 | 124 | ## 6. Start and Try FLUX.1 Kontext 125 | 126 | After configuration, enter AiPy commands in the terminal to enable MCP and start chatting with the agent. The following examples demonstrate the capabilities of FLUX.1 Kontext for photo restoration. 127 | 128 | ### Example 1: Restore an AI-generated old photo 129 | 130 | #### Step 1: Use FLUX Dev to generate an old-style image 131 | 132 | **Prompt:** 133 | ``` 134 | Use the MCP to generate an old picture, a country boulevard scene, the picture should be a little worn and have a stain in the lower right corner. The final generated image should be displayed in the terminal. 135 | ``` 136 | 137 | **Agent Running Process:** 138 | 139 | ![Agent Process](./asset/1749017881300980741_4tdJZjIT.webp) 140 | 141 | **Result:** 142 | 143 | ![Generated Old Image](./asset/1749017885958131384_X3iHFByu.webp) 144 | 145 | *Tip: Include 'display the final image in the terminal' in your prompt.* 146 | 147 | #### Step 2: Use FLUX.1 Kontext to test restoration 148 | 149 | **Prompt:** 150 | ``` 151 | Restore this old photo by removing the stains around the edges and adding color to the image. 152 | ``` 153 | 154 | **Agent Running Process:** 155 | 156 | ![Restoration Process](./asset/1749017889803948526_xxHFBxtq.webp) 157 | 158 | **Result:** 159 | 160 | ![Restored Image](./asset/1749017894756499886_drVQNJFB.webp) 161 | 162 | ### Example 2: Restore a real old photo 163 | 164 | Find an old photo on a website and see what MCP can do. 165 | 166 | ![Original Old Photo](./asset/1749017898475615272_jNsttuDF.webp) 167 | 168 | Place the image at `/tmp/oldpicture.png` 169 | 170 | **Prompt:** 171 | ``` 172 | Please restore the image at /tmp/oldpicture.png — make it high-resolution and in color. 173 | ``` 174 | 175 | **Agent Running Process:** 176 | 177 | ![Real Photo Restoration Process](./asset/1749017902234574365_U6ftplhd.webp) 178 | 179 | **Result:** 180 | 181 | ![Real Photo Restored](./asset/1749017905873457139_BHVQOJGC.webp) 182 | 183 | With just a few simple prompts, you can easily recover damaged old photos. 184 | 185 | Below are a few more restoration examples to show the magic of one-click photo repair: 186 | 187 | ![Before and After Example 1](./asset/1749017869971619253_fhpJFCxu.webp) 188 | ![Before and After Example 2](./asset/1749017873406391404_DGPLIEAx.webp) 189 | 190 | ## 7. Try FLUX.1 Kontext now! 191 | 192 | WaveSpeedAI and AiPy allow developers to unleash their creativity and complete the highest quality multimodal creations in the least amount of time. 193 | 194 | Try it now and start creating efficiently! 195 | 196 | 🔗 [WaveSpeed MCP Link](https://github.com/WaveSpeedAI/mcp-server) 197 | 🔗 [AiPy Link](https://www.aipy.app/) 198 | 199 | If you're interested in agent integration or evaluation, we warmly invite you to join us. 200 | 🔗 [https://github.com/WaveSpeedAI/agent-mcp-lab](https://github.com/WaveSpeedAI/agent-mcp-lab) 201 | 202 | 📲 Follow us on Twitter, LinkedIn and join our Discord channel to stay updated. 203 | -------------------------------------------------------------------------------- /integrations/asset/1748705431540450088_nhnjgb8x.webp: -------------------------------------------------------------------------------- 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multiple images stored in the local `asset` folder and referenced using relative paths. 4 | > 5 | > **Viewing Options**: 6 | > 1. Clone the repository and view in a local Markdown viewer 7 | > 2. Read the text descriptions in the document, as most steps include detailed explanations 8 | 9 | ## 1. Introducing FLUX.1 Kontext 10 | 11 | FLUX.1 Kontext is a professional **image-to-image editing model** developed by Black Forest Labs, designed for **intelligent contextual understanding** and **precise image manipulation**. It supports a wide range of editing tasks without requiring complex prompts, including object modification, style transformation, background replacement, character consistency editing, and text editing. 12 | 13 | FLUX.1 Kontext's core strengths lie in its **exceptional contextual understanding and ability to maintain character consistency**. It ensures that key elements—such as character features and compositional layouts—remain stable even after multiple rounds of editing. 14 | 15 | Additionally, both the **FLUX.1 Kontext Pro** and **FLUX.1 Kontext Max** versions of the API are now available as paid offerings. Black Forest Labs says it will soon release the open source FLUX.1 Kontext Dev. 16 | 17 | - **FLUX.1 Kontext Pro**: Ideal for editing, compositing, and creative regeneration. 18 | - **FLUX.1 Kontext Max**: Optimized for advanced typography, prompt precision, and editing speed. 19 | - **FLUX.1 Kontext Dev**: Coming soon. 20 | 21 | ## 2. Introducing WaveSpeed MCP: Empowering Agent Multimodality 22 | 23 | WaveSpeedAI is a global leading platform in multimodal AI acceleration, **integrating the most advanced AI video and image generation models**. We provide efficient, secure, and reliable solutions, empowering developers and enterprises to accelerate creation and commercialization. 24 | 25 | ### Seamless Integration, Enhanced Agent Capabilities 26 | 27 | **WaveSpeed MCP** empowers any agent—such as those built on large language models like DeepSeek—to effortlessly gain image and video generation abilities through a standardized interface, enabling truly multimodal interaction. 28 | 29 | ### Professional-Grade Output Quality 30 | 31 | - **High-Quality Images**: Rich in detail, diverse in style, and ready for professional creative use. 32 | - **Smooth Video Animation**: 24fps high frame rate ensures fluid and natural motion. 33 | - **Diverse Style Support**: From realistic to abstract, Western to Eastern aesthetics—tailored to a variety of creative needs. 34 | 35 | ### Simplified Development Workflow 36 | 37 | Developers don't need to master the complexities of image and video generation. With simple integration via MCP, agents can be instantly equipped with powerful visual creation capabilities. 38 | 39 | ### Efficient and Reliable 40 | 41 | - **Fast Response**: The full generation process completes in just a few seconds. 42 | - **Stable and Consistent**: Standardized interfaces ensure consistent output quality. 43 | - **Scalable**: Supports multiple models and parameter tuning to fit diverse application scenarios. 44 | 45 | ## 3. Introducing TRAE by ByteDance 46 | 47 | **TRAE** is an AI-native integrated development environment (AI IDE) developed by ByteDance. It supports AI-driven Q&A, code autocompletion, and agent-based AI programming, offering developers an intelligent and efficient coding experience. 48 | 49 | However, **TRAE still has some limitations**. For example, during development, if you want it to fetch a website's logo, generate a product promo video, or connect directly to a database to retrieve user data—tasks that involve multimodal processing or real-world execution—TRAE often falls short. 50 | 51 | This is exactly where **MCP** makes a difference. It extends TRAE's capabilities beyond reasoning, enabling it to act. With MCP, TRAE evolves from a tool that can "think" to one that can also "do," becoming a truly unified AI assistant that helps developers complete the full loop from intelligent inference to real-world execution. 52 | 53 | ## 4. Integrating WaveSpeed MCP into TRAE 54 | 55 | This guide uses **TRAE** as an example to demonstrate how to add image and video generation capabilities using **WaveSpeed MCP**. Before you begin, please ensure you have the following prerequisites: 56 | 57 | ### Download TRAE and Log In 58 | 59 | If you're not already familiar with TRAE, you can download it from the official [website](http://www.trae.com.cn). After installation, log in using your mobile number and verification code. 60 | 61 | ### Set Up WaveSpeedAI Account 62 | 63 | WaveSpeedAI is the world's fastest and most cost-effective AI platform for image and video generation. 64 | 65 | If you don't already have an account, you can create one [here](https://wavespeed.ai). 66 | 67 | ![WaveSpeedAI Homepage](./asset/1748705431540450088_nhnjgb8x.webp) 68 | 69 | 70 | 71 | ![Sign up process](./asset/1748705435756374954_3aCCDIMN.webp) 72 | 73 | Get Access Key. 74 | 75 | ![Get Access Key](./asset/1748705440063487736_Pvso41XT.webp) 76 | 77 | ### Install the WaveSpeedAI MCP 78 | 79 | Simply install the MCP client provided by WaveSpeedAI. For more details about the implementation, refer to our documentation. 80 | 81 | 🔗 [WaveSpeedAI MCP Server](https://github.com/WaveSpeedAI/mcp-server) 82 | 83 | If you're new to MCP, think of it as an AI orchestrator that coordinates multiple large models and tools to automate complex tasks, enabling AI to not just process information but also take action. 84 | 85 | ```bash 86 | pip install wavespeed-mcp 87 | ``` 88 | 89 | You can check the version information after installation. 90 | 91 | ```bash 92 | pip show wavespeed-mcp 93 | ``` 94 | 95 | ## 5. Configuring TRAE 96 | 97 | **Step 1:** Launch the TRAE IDE and click the gear icon in the upper right corner to access the Agents option. 98 | 99 | ![TRAE Settings](./asset/1748705443640941724_yCLJFCyu.webp) 100 | 101 | **Step 2:** Create a new Agent by entering a name and description. 102 | 103 | ![Create Agent](./asset/1748705448037159870_gea7urnj.jpg) 104 | 105 | **Step 3:** Configure the MCP Server. When redirected to the MCP list, click Add. In the MCP marketplace that appears, locate the "Configure Manually" option below the search box and click it. 106 | 107 | ![MCP Configuration](./asset/1748705451561623310_Z0530XTP.webp) 108 | 109 | **Step 4:** Configure your WAVESPEED_API_KEY. 110 | 111 | On the configuration page, enter the following JSON: 112 | 113 | Note: `WAVESPEED_API_RESOURCE_MODE` accepts one of three values: `"url"`, `"base64"`, or `"local"`. The default is `"url"`. 114 | 115 | ```json 116 | { 117 | "mcpServers": { 118 | "Wavespeed": { 119 | "command": "wavespeed-mcp", 120 | "env": { 121 | "WAVESPEED_API_KEY": "", 122 | "WAVESPEED_API_RESOURCE_MODE": "local" 123 | } 124 | } 125 | } 126 | } 127 | ``` 128 | 129 | ![API Key Configuration](./asset/1748705455460816216_FqnJHDAw.webp) 130 | 131 | Click Confirm to complete the configuration process. 132 | 133 | ## 6. Getting Started with FLUX.1 Kontext 134 | 135 | With your newly configured agent in TRAE, you can generate images or videos with a single click. 136 | The following examples demonstrate the capabilities of FLUX.1 Kontext. 137 | 138 | ### Start: Creating an Image with FLUX Dev 139 | 140 | **Prompt:** 141 | 142 | A man dressed in a classic suit, wearing a dark jacket paired with a striped shirt, holding a vintage microphone with a confident and elegant posture and a warm smile on his face. The composition keeps the man in sharp focus, perfectly highlighting his charming retro charisma and strong stage presence. The overall scene incorporates cinematic lighting effects, with meticulously detailed elements, creating a vibrant and joyful atmosphere. 143 | 144 | **Agent Running Process:** 145 | 146 | ![Agent Process](./asset/1748705459428153465_Lcyupmid.webp) 147 | 148 | **Result:** 149 | 150 | ![Generated Image](./asset/1748705463160818023_uZ2iVayO.webp) 151 | 152 | ### Use FLUX.1 Kontext and See the Showcase 153 | 154 | #### Showcase 1: FLUX.1 Kontext Change Background 155 | 156 | **Prompt:** Change the background to a party. 157 | 158 | **Agent Running Process:** 159 | 160 | ![Background Change Process](./asset/1748705466518971003_QR1YUQMJ.webp) 161 | 162 | **Result:** 163 | 164 | ![Background Changed](./asset/1748705471235905591_5TPMIGDz.webp) 165 | 166 | *Note: Images are automatically uploaded and optimized based on the prompt text.* 167 | 168 | #### Showcase 2: FLUX.1 Kontext Change of Style 169 | 170 | **Prompt:** Transform to cartoon style. 171 | 172 | **Agent Running Process:** 173 | 174 | ![Style Change Process](./asset/1748705475258058511_1yIS2cLV.webp) 175 | 176 | **Result:** 177 | 178 | ![Cartoon Style](./asset/1748705479698088610_zAFCxurn.webp) 179 | 180 | #### Showcase 3: FLUX.1 Kontext Add Text 181 | 182 | **Prompt:** Add "must-listen-to album" as title. 183 | 184 | **Agent Running Process:** 185 | 186 | ![Add Text Process](./asset/1748705483642675859_OTS1aIT1.webp) 187 | 188 | **Result:** 189 | 190 | ![Text Added](./asset/1748705488729110114_MQ0XTPLI.webp) 191 | 192 | #### Showcase 4: FLUX.1 Kontext Text Editing 193 | 194 | **Prompt:** Change the title to "never gonna give you up" 195 | 196 | **Agent Running Process:** 197 | 198 | ![Text Edit Process](./asset/1748705494005336103_2ONJGDAv.webp) 199 | 200 | **Result:** 201 | 202 | ![Text Edited](./asset/1748705498771081684_AKT3eU3c.webp) 203 | 204 | #### Showcase 5: FLUX.1 Kontext Posture Change 205 | 206 | **Prompt:** Change model posture: give a thumbs up, remove the microphone. 207 | 208 | **Agent Running Process:** 209 | 210 | ![Posture Change Process](./asset/1748705503298253246_9l40YWSQ.webp) 211 | 212 | **Result:** 213 | 214 | ![Posture Changed](./asset/1748705508822359769_ddmjgc9s.webp) 215 | 216 | #### Showcase 6: FLUX.1 Kontext Semantic Understanding 217 | 218 | **Prompt:** Make it an album cover in a music store 219 | 220 | **Agent Running Process:** 221 | 222 | ![Semantic Understanding Process](./asset/1748705514604981041_CNyIYiZf.webp) 223 | 224 | **Result:** 225 | 226 | ![Album Cover](./asset/1748705519167844613_RhFByuqm.webp) 227 | 228 | ## 7. Start Using FLUX.1 Kontext Today 229 | 230 | WaveSpeedAI and TRAE Agent empower developers to unleash their creativity and produce high-quality multimodal content with unprecedented efficiency. 231 | 232 | Start creating today! 233 | 234 | 🔗 [WaveSpeed MCP Repository](https://github.com/WaveSpeedAI/mcp-server) 235 | 236 | 📲 Connect with us: 237 | - [Twitter](https://x.com/wavespeed_ai) 238 | - [LinkedIn](https://www.linkedin.com/company/wavespeed-ai/) 239 | - [Discord Community](https://discord.com/invite/yH8a3J4Vcd) 240 | -------------------------------------------------------------------------------- /integrations/windsurf_integration.md: -------------------------------------------------------------------------------- 1 | # FLUX.1 Kontext MCP Global Debut: Instantly Unlock Real-Time Multimodal Power in Windsurf 2 | 3 | > **Note**: This document contains multiple images stored in the local `asset` folder and referenced using relative paths. 4 | > 5 | > **Viewing Options**: 6 | > 1. Clone the repository and view in a local Markdown viewer 7 | > 2. Read the text descriptions in the document, as most steps include detailed explanations 8 | 9 | ## 1. Introducing FLUX.1 Kontext 10 | 11 | FLUX.1 Kontext is a professional **image-to-image editing model** developed by Black Forest Labs, designed for **intelligent contextual understanding** and **precise image manipulation**. It supports a wide range of editing tasks without requiring complex prompts, including object modification, style transformation, background replacement, character consistency editing, and text editing. 12 | 13 | FLUX.1 Kontext's core strengths lie in its **exceptional contextual understanding and ability to maintain character consistency**. It ensures that key elements—such as character features and compositional layouts—remain stable even after multiple rounds of editing. 14 | 15 | Additionally, both the **FLUX.1 Kontext Pro** and **FLUX.1 Kontext Max** versions of the API are now available as paid offerings. Black Forest Labs says it will soon release the open source FLUX.1 Kontext Dev. 16 | 17 | - **FLUX.1 Kontext Pro**: Ideal for editing, compositing, and creative regeneration. 18 | - **FLUX.1 Kontext Max**: Optimized for advanced typography, prompt precision, and editing speed. 19 | - **FLUX.1 Kontext Dev**: Coming soon. 20 | 21 | ## 2. Introducing WaveSpeed MCP: Empowering Agent Multimodality 22 | 23 | WaveSpeedAI is a global leading platform in multimodal AI acceleration, **integrating the most advanced AI video and image generation models**. We provide efficient, secure, and reliable solutions, empowering developers and enterprises to accelerate creation and commercialization. 24 | 25 | ### Seamless Integration, Enhanced Agent Capabilities 26 | 27 | **WaveSpeed MCP** empowers any agent—such as those built on large language models like DeepSeek—to effortlessly gain image and video generation abilities through a standardized interface, enabling truly multimodal interaction. 28 | 29 | ### Professional-Grade Output Quality 30 | 31 | - **High-Quality Images**: Rich in detail, diverse in style, and ready for professional creative use. 32 | - **Smooth Video Animation**: 24fps high frame rate ensures fluid and natural motion. 33 | - **Diverse Style Support**: From realistic to abstract, Western to Eastern aesthetics—tailored to a variety of creative needs. 34 | 35 | ### Simplified Development Workflow 36 | 37 | Developers don't need to master the complexities of image and video generation. With simple integration via MCP, agents can be instantly equipped with powerful visual creation capabilities. 38 | 39 | ### Efficient and Reliable 40 | 41 | - **Fast Response**: The full generation process completes in just a few seconds. 42 | - **Stable and Consistent**: Standardized interfaces ensure consistent output quality. 43 | - **Scalable**: Supports multiple models and parameter tuning to fit diverse application scenarios. 44 | 45 | ## 3. Introducing Windsurf 46 | 47 | **Windsurf** is a new AI programming assistant developed by the Codeium team, designed to enhance developers' productivity through deep integration with AI technologies. It excels in contextual understanding, toolchain integration, and intelligent code assistance, while also offering a wide range of features and flexible collaboration modes. Like Cursor, Windsurf provides access to GPT-4o and Claude 3.5 Sonnet models — completely free to use. 48 | 49 | However, **Windsurf still has some limitations**. For example, during development, if you want it to fetch a website's logo, generate a product promo video, or connect directly to a database to retrieve user data—tasks that involve multimodal processing or real-world execution—Windsurf often falls short. 50 | 51 | This is exactly where **MCP** makes a difference. It extends Windsurf's capabilities beyond reasoning, enabling it to act. With MCP, Windsurf evolves from a tool that can "think" to one that can also "do," becoming a truly unified AI assistant that helps developers complete the full loop from intelligent inference to real-world execution. 52 | 53 | ## 4. Integrating WaveSpeed MCP into Windsurf 54 | 55 | This guide uses **Windsurf** as an example to demonstrate how to add image and video generation capabilities using **WaveSpeed MCP**. Before you begin, please ensure you have the following prerequisites: 56 | 57 | ### Download Windsurf and Log In 58 | 59 | If you're not already familiar with Windsurf, you can download it from the official [website](https://windsurf.com). After installation, log in using your preferred authentication method. 60 | 61 | ### Set Up WaveSpeedAI Account 62 | 63 | WaveSpeedAI is the world's fastest and most cost-effective AI platform for image and video generation. 64 | 65 | If you don't already have an account, you can create one [here](https://wavespeed.ai). 66 | 67 | ![WaveSpeedAI Homepage](asset/1748705431540450088_nhnjgb8x.webp) 68 | 69 | 70 | 71 | ![Sign up process](asset/1748705435756374954_3aCCDIMN.webp) 72 | 73 | Get Access Key. 74 | 75 | ![Get Access Key](asset/1748705440063487736_Pvso41XT.webp) 76 | 77 | ### Install the WaveSpeedAI MCP 78 | 79 | Simply install the MCP client provided by WaveSpeedAI. For more details about the implementation, refer to our documentation. 80 | 81 | 🔗 [WaveSpeedAI MCP Server](https://github.com/WaveSpeedAI/mcp-server) 82 | 83 | If you're new to MCP, think of it as an AI orchestrator that coordinates multiple large models and tools to automate complex tasks, enabling AI to not just process information but also take action. 84 | 85 | ```bash 86 | pip install wavespeed-mcp 87 | ``` 88 | 89 | You can check the version information after installation. 90 | 91 | ```bash 92 | pip show wavespeed-mcp 93 | ``` 94 | 95 | ## 5. Configuring Windsurf 96 | 97 | **Step 1:** Launch the Windsurf IDE and click the gear icon in the upper right corner to access the settings panel, then search for 'MCP'. 98 | 99 | ![Windsurf Settings](asset/1748830893954385333_CzTROKIE.webp) 100 | 101 | **Step 2:** Configure the MCP Server. When redirected to the MCP list, click Add. In the MCP marketplace that appears, locate the "Configure Manually" option below the search box and click it. 102 | 103 | ![MCP Configuration](asset/1748830898813768514_uXa6TPNI.webp) 104 | 105 | **Step 3:** Configure your WAVESPEED_API_KEY. 106 | 107 | On the configuration page, enter the following JSON: 108 | 109 | Note: `WAVESPEED_API_RESOURCE_MODE` accepts one of three values: `"url"`, `"base64"`, or `"local"`. The default is `"url"`. 110 | 111 | ```json 112 | { 113 | "mcpServers": { 114 | "Wavespeed": { 115 | "command": "wavespeed-mcp", 116 | "env": { 117 | "WAVESPEED_API_KEY": "" 118 | } 119 | } 120 | } 121 | } 122 | ``` 123 | 124 | Click Confirm to complete the configuration process. 125 | 126 | ## 6. Getting Started with FLUX.1 Kontext 127 | 128 | With your newly configured agent in Windsurf, you can generate images or videos with a single click. 129 | The following examples demonstrate the capabilities of FLUX.1 Kontext. 130 | 131 | ### Start: Creating an Image with FLUX Dev 132 | 133 | **Prompt:** 134 | 135 | A man dressed in a classic suit, wearing a dark jacket paired with a striped shirt, holding a vintage microphone with a confident and elegant posture and a warm smile on his face. The composition keeps the man in sharp focus, perfectly highlighting his charming retro charisma and strong stage presence. The overall scene incorporates cinematic lighting effects, with meticulously detailed elements, creating a vibrant and joyful atmosphere. 136 | 137 | **Agent Running Process:** 138 | 139 | ![Agent Process](asset/1748830902079561216_Reonkjkj.webp) 140 | 141 | **Result:** 142 | 143 | ![Generated Image](asset/1748705463160818023_uZ2iVayO.webp) 144 | 145 | ### Use FLUX.1 Kontext and See the Showcase 146 | 147 | #### Showcase 1: FLUX.1 Kontext Change Background 148 | 149 | **Prompt:** Change the background to a party. 150 | 151 | **Agent Running Process:** 152 | 153 | ![Background Change Process](asset/1748830906358464130_Xljgeb6R.webp) 154 | 155 | **Result:** 156 | 157 | ![Background Changed](asset/1748705471235905591_5TPMIGDz.webp) 158 | 159 | *Note: Images are automatically uploaded and optimized based on the prompt text.* 160 | 161 | #### Showcase 2: FLUX.1 Kontext Change of Style 162 | 163 | **Prompt:** Transform to cartoon style. 164 | 165 | **Agent Running Process:** 166 | 167 | ![Style Change Process](asset/1748830910152511142_Eqomifb7.webp) 168 | 169 | **Result:** 170 | 171 | ![Cartoon Style](asset/1748705479698088610_zAFCxurn.webp) 172 | 173 | #### Showcase 3: FLUX.1 Kontext Add Text 174 | 175 | **Prompt:** Add "must-listen-to album" as title. 176 | 177 | **Agent Running Process:** 178 | 179 | ![Add Text Process](asset/1748830914185622709_JfI1oHXj.webp) 180 | 181 | **Result:** 182 | 183 | ![Text Added](asset/1748705488729110114_MQ0XTPLI.webp) 184 | 185 | #### Showcase 4: FLUX.1 Kontext Text Editing 186 | 187 | **Prompt:** Change the title to "never gonna give you up" 188 | 189 | **Agent Running Process:** 190 | 191 | ![Text Edit Process](asset/1748830918088257694_yEPMIEBw.png) 192 | 193 | **Result:** 194 | 195 | ![Text Edited](asset/1748705498771081684_AKT3eU3c.webp) 196 | 197 | #### Showcase 5: FLUX.1 Kontext Posture Change 198 | 199 | **Prompt:** Change model posture: give a thumbs up, remove the microphone. 200 | 201 | **Agent Running Process:** 202 | 203 | ![Posture Change Process](asset/1748830922310863528_Vvtqnjfb.png) 204 | 205 | **Result:** 206 | 207 | ![Posture Changed](asset/1748705508822359769_ddmjgc9s.webp) 208 | 209 | #### Showcase 6: FLUX.1 Kontext Semantic Understanding 210 | 211 | **Prompt:** Make it an album cover in a music store 212 | 213 | **Agent Running Process:** 214 | 215 | ![Semantic Understanding Process](asset/1748830926758753125_NXc8pkhd.png) 216 | 217 | **Result:** 218 | 219 | ![Album Cover](asset/1748705519167844613_RhFByuqm.webp) 220 | 221 | ## 7. Start Using FLUX.1 Kontext Today 222 | 223 | WaveSpeedAI and Windsurf Agent empower developers to unleash their creativity and produce high-quality multimodal content with unprecedented efficiency. 224 | 225 | Start creating today! 226 | 227 | 🔗 [WaveSpeed MCP Repository](https://github.com/WaveSpeedAI/mcp-server) 228 | 229 | 📲 Connect with us: 230 | - [Twitter](https://x.com/wavespeed_ai) 231 | - [LinkedIn](https://www.linkedin.com/company/wavespeed-ai/) 232 | - [Discord Community](https://discord.com/invite/yH8a3J4Vcd) 233 | --------------------------------------------------------------------------------