# How to connect Black Forest Labs with ChatGPT

```json
{
  "title": "How to connect Black Forest Labs with ChatGPT",
  "toolkit": "Black Forest Labs",
  "toolkit_slug": "bfl",
  "framework": "ChatGPT",
  "framework_slug": "chatgpt",
  "url": "https://composio.dev/toolkits/bfl/framework/chatgpt",
  "markdown_url": "https://composio.dev/toolkits/bfl/framework/chatgpt.md",
  "updated_at": "2026-10-08T05:31:06.178Z"
}
```

## Introduction

### How to connect Black Forest Labs MCP with ChatGPT
[ChatGPT](https://chatgpt.com/) can take action across your apps and files, stay with a project for hours, and turn a goal into finished materials like sheets, slides, and docs, not just answers.
In this guide, I will explain the easiest and most secure way to connect your Black Forest Labs account to ChatGPT via Composio Connect, so it can generate images, edit visual content, create videos, poll jobs, and check credits through natural language commands without ever putting your account credentials at risk.

## Also integrate Black Forest Labs with

- [Claude Cowork](https://composio.dev/toolkits/bfl/framework/claude-cowork)
- [Hermes](https://composio.dev/toolkits/bfl/framework/hermes-agent)
- [Atomic Agent](https://composio.dev/toolkits/bfl/framework/atomic-agent)

## TL;DR

### Why use Composio over default connectors?
- Apps with read and write access. Default connectors mostly can read your data. Composio's Black Forest Labs integration lets ChatGPT take actions like creating drafts, sending updates, labeling records, and more.
- 1,500+ SaaS toolkits out of the box. Composio gives you instant access to a vast catalog of pre-built connectors, from Gmail and Slack to Notion, Linear, and Salesforce.
- One MCP server for every app. Connect any of your applications on demand through a single endpoint, rather than juggling a separate server for each app.
- Smart, context-aware tool loading. Unlike traditional MCP servers that dump every available tool into the LLM context window, Composio searches for and loads only the tools relevant to the task at hand.
- Cross-app automation. Chain actions across multiple apps in a single run - fetch a thread, summarize it in Notion, and post highlights to Slack without leaving the conversation.

## Connect Black Forest Labs to ChatGPT

### Prerequisites
- A ChatGPT account. We will use the [ChatGPT desktop app](https://openai.com/chatgpt/download/), and the steps are the same on the web.
- Access to the Black Forest Labs workspace you want to connect.
- [Composio plugin](https://dashboard.composio.dev/login?utm_source=toolkits&utm_medium=framework_template&utm_campaign=chatgpt&utm_content=composio_connect&next=%2F~%2Forg%2Fconnect%2Fclients%2Fchatgpt).
Note: Composio connects through OAuth. You will be asked to sign in and approve specific permissions. Review the permission screen carefully if you are using a work account.
### Step-by-step: Connect Black Forest Labs to ChatGPT
### 1. Install the Composio plugin
Click the button. ChatGPT opens the Composio plugin page. Click Install plugin.
[Install in ChatGPT](https://chatgpt.com/plugins/plugin_asdk_app_6a58503580c08191b78cc5bdaf4eba6e)
You can also find it inside ChatGPT: go to Settings, open Plugins, search the marketplace for Composio, and click Install plugin.
### 2. Authenticate
After you install, ChatGPT asks you to authenticate with Composio. Log in and click Allow access to authorize ChatGPT to use your Composio account.
### 3. Start using Composio
That is it. Composio tools are now available in ChatGPT. Type @Composio followed by your request, for example @Composio find unread Black Forest Labs messages and summarize them, and it will run the actions you authorize. On first use it asks you to authorize Black Forest Labs.
### Option 2: Add Composio as an MCP server
If you cannot use the plugin marketplace, add Composio as a custom MCP server instead.
### 1. Open the MCP settings
In ChatGPT, go to Settings and open the Plugins section. Inside the Plugins page, click the MCP tab.
### 2. Add the server
Click Add server. In the Name field enter Composio, for Type select Streamable HTTP, and in the URL field paste the Composio MCP server URL:

```bash
https://connect.composio.dev/mcp
```

## What is the Black Forest Labs MCP server, and what's possible with it?

The Black Forest Labs MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Black Forest Labs account. It provides structured and secure access to hosted FLUX image and video tools, so your agent can generate and edit images, create and transform videos, manage fine-tunes, and check project credits on your behalf.
- Image generation and editing: Have your agent create FLUX images from prompts, edit reference images, erase unwanted objects, expand images beyond their original canvas, deblur them, or generate images with an existing fine-tune.
- Video creation and transformation: Direct your agent to generate videos from text or source materials, edit existing videos with a prompt, or upscale videos by a selected amount.
- Virtual try-on experiences: Let the agent combine authorized person and garment images to create virtual try-on results.
- Generation progress and results: Instruct your agent to check the status of image or video tasks and retrieve their completed results.
- Fine-tune and credit management: Have your agent review available fine-tunes, inspect a specific fine-tune, and check the project's current credit balance before paid generation or editing work.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `BFL_DEBLUR_IMAGE` | Deblur Image | Submit a paid asynchronous deblurring of an authorized image. Returns the task ID, exact polling URL, and quoted cost without waiting. |
| `BFL_EDIT_VIDEO` | Edit Video | Submit a paid asynchronous prompt-directed edit of an authorized source video. Returns the task ID, exact polling URL, and quoted per-second cost without waiting for or downloading the result. |
| `BFL_ERASE_IMAGE_OBJECT` | Erase Image Object | Submit a paid asynchronous removal of a masked object from an authorized image. Returns the task ID, exact polling URL, and quoted cost without waiting for or downloading the result. |
| `BFL_GENERATE_FINETUNED_IMAGE` | Generate Fine-Tuned Image | Submit a paid asynchronous FLUX fine-tuned image generation using an existing LoRA. Returns the task ID, exact polling URL, and quoted cost; it does not wait for or download the result. |
| `BFL_GENERATE_OR_EDIT_FLUX_2_KLEIN_IMAGE` | Generate or Edit FLUX.2 Klein Image | Submit a paid asynchronous FLUX.2 Klein image generation or authorized reference-image edit with the stable 4B or 9B model. Returns the task ID, exact polling URL, and quoted cost without waiting for or downloading the result. |
| `BFL_GENERATE_OR_EDIT_IMAGE` | Generate or Edit Image | Submit a paid asynchronous FLUX 3 image generation or authorized reference-image edit. Returns a task ID, exact polling URL, and quoted cost without waiting for or downloading the result. Moderation may end the task without media. Result URLs expire quickly; download promptly and preserve the original bytes and C2PA provenance metadata. |
| `BFL_GENERATE_VIDEO` | Generate Video | Submit a paid asynchronous FLUX 3 video task from text, authorized keyframes, a source video, or a prior draft cache. Video is charged by duration and resolution. Returns a task ID and exact polling URL without waiting for or downloading outputs. |
| `BFL_GET_CREDITS` | Get Credit Balance | Return the connected BFL project's current credit balance so funds can be checked before a paid generation or editing request. |
| `BFL_GET_FINETUNE` | Get Fine-Tune | Return details for one BFL fine-tune by ID; an absent or inaccessible fine-tune is reported as not found without distinguishing access denial. |
| `BFL_GET_GENERATION_RESULT` | Get Generation Result | Fetch one status update for an asynchronous BFL task using its exact returned polling URL or task ID. Returns pending, moderation, error, not-found, and ready states without looping, downloading media, or incurring a new generation charge. |
| `BFL_LIST_FINETUNES` | List Fine-Tunes | Return all fine-tunes accessible to the connected BFL project in one unpaginated response. |
| `BFL_OUTPAINT_IMAGE` | Outpaint Image | Submit a paid asynchronous expansion of an authorized image onto a larger canvas of at most 4,194,304 pixels. Fast mode requires a base64 source; high mode also accepts HTTP(S) URLs. Returns the task ID, exact polling URL, and quoted cost without waiting for or downloading the result. |
| `BFL_UPSCALE_VIDEO` | Upscale Video | Submit a paid asynchronous upscale for the first 20 seconds of an authorized video, with an optional content prompt and 1.5x-3x scale target. Returns the task ID, exact polling URL, and quoted cost without waiting. BFL charges video upscaling per output megapixel-second. |
| `BFL_VIRTUAL_TRY_ON` | Virtual Try-On | Submit a paid asynchronous virtual try-on using authorized person and garment images. Returns the task ID, exact polling URL, and quoted cost without waiting. |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

Once connected, ChatGPT can access the Black Forest Labs MCP server via Composio to run actions that you authorize, directly in your workspace.

## Complete Code

None listed.

## How to build Black Forest Labs MCP Agent with another framework

- [Claude Cowork](https://composio.dev/toolkits/bfl/framework/claude-cowork)
- [Hermes](https://composio.dev/toolkits/bfl/framework/hermes-agent)
- [Atomic Agent](https://composio.dev/toolkits/bfl/framework/atomic-agent)

## Related Toolkits

- [Composio](https://composio.dev/toolkits/composio) - Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed.
- [Composio search](https://composio.dev/toolkits/composio_search) - Composio search is a unified web search toolkit spanning travel, e-commerce, news, financial markets, images, and more. It lets you and your apps tap into up-to-date web data from a single, easy-to-integrate service.
- [Perplexityai](https://composio.dev/toolkits/perplexityai) - Perplexityai delivers natural, conversational AI models for generating human-like text. Instantly get context-aware, high-quality responses for chat, search, or complex workflows.
- [Browser tool](https://composio.dev/toolkits/browser_tool) - Browser tool is a virtual browser integration that lets AI agents interact with the web programmatically. It enables automated browsing, scraping, and action-taking from any AI workflow.
- [Ai ml api](https://composio.dev/toolkits/ai_ml_api) - Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows.
- [Aivoov](https://composio.dev/toolkits/aivoov) - Aivoov is an AI-powered text-to-speech platform offering 1,000+ voices in over 150 languages. Instantly turn written content into natural, human-like audio for any application.
- [All images ai](https://composio.dev/toolkits/all_images_ai) - All-Images.ai is an AI-powered image generation and management platform. It helps you create, search, and organize images effortlessly with advanced AI capabilities.
- [AltTextLab](https://composio.dev/toolkits/alt_text_lab) - AltTextLab is an AI service that generates accessible, SEO-aware alt text for images. It helps teams make image content easier to understand, index, and publish.
- [Anthropic administrator](https://composio.dev/toolkits/anthropic_administrator) - Anthropic administrator is an API for managing Anthropic organizational resources like members, workspaces, and API keys. It helps you automate admin tasks and streamline resource management across your Anthropic organization.
- [Api labz](https://composio.dev/toolkits/api_labz) - Api labz is a platform offering a suite of AI-driven APIs and workflow tools. It helps developers automate tasks and build smarter, more efficient applications.
- [Apiframe](https://composio.dev/toolkits/apiframe) - Apiframe is an API platform for generating and managing AI images, videos, music, uploads, assets, jobs, and custom LoRAs. It gives developers one clean API for creative AI workflows without juggling multiple model providers.
- [Apipie ai](https://composio.dev/toolkits/apipie_ai) - Apipie ai is an AI model aggregator offering a single API for accessing top AI models from multiple providers. It helps developers build cost-efficient, latency-optimized AI solutions without juggling multiple integrations.
- [Arize AX](https://composio.dev/toolkits/arize_ax) - Arize AX is an AI engineering platform for tracing, evaluating, and improving AI applications. Use it to debug LLM behavior, compare experiments, and improve production AI quality.
- [Artificial Analysis](https://composio.dev/toolkits/artificial_analysis) - Artificial Analysis is an independent benchmarking platform for AI models and API providers. Use it to compare model intelligence, coding, math, pricing, latency, throughput, and arena rankings.
- [AssemblyAI](https://composio.dev/toolkits/assemblyai) - AssemblyAI is a speech-to-text and audio intelligence API for uploaded or hosted media. Use it to turn audio and video into accurate transcripts, summaries, and insights.
- [Astica ai](https://composio.dev/toolkits/astica_ai) - Astica ai provides APIs for computer vision, NLP, and voice synthesis. Integrate advanced AI features into your app with a single API key.
- [Avoma](https://composio.dev/toolkits/avoma) - Avoma is an AI meeting assistant for recording, transcribing, analyzing, and managing meetings, calls, notes, scorecards, and conversation intelligence. It helps teams turn conversations into searchable notes, follow-ups, coaching insights, and revenue intelligence.
- [Bigml](https://composio.dev/toolkits/bigml) - BigML is a machine learning platform that lets you build, train, and deploy predictive models from your data. Its intuitive interface and robust API make machine learning accessible and efficient.
- [Bland AI](https://composio.dev/toolkits/bland_ai) - Bland AI is a conversational AI platform for building voice agents, phone calls, messaging, and communication workflows. Use it to automate calling, evaluate conversations, and run voice operations at scale.
- [Botbaba](https://composio.dev/toolkits/botbaba) - Botbaba is a platform for building, managing, and deploying conversational AI chatbots across messaging channels. It streamlines chatbot automation, making it easier to integrate AI into customer interactions.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Black Forest Labs MCP?

With a standalone Black Forest Labs MCP server, the agents and LLMs can only access a fixed set of Black Forest Labs tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Black Forest Labs and many other apps based on the task at hand, all through a single MCP endpoint.

### Can I use Tool Router MCP with ChatGPT?

Yes, you can. ChatGPT 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 Black Forest Labs tools.

### Can I manage the permissions and scopes for Black Forest Labs while using Tool Router?

Yes, absolutely. You can configure which Black Forest Labs 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 Black Forest Labs data and credentials are handled as safely as possible.

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