AI Native Hugging Face Integration
- Supports both Hugging Face MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable tool execution
- Rich coverage for reading, writing, and querying your Hugging Face data
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## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.LOG IN
Hugging Face MCP server for AI agents and assistants
Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Hugging Face MCP or direct API to run model inferences, upload datasets, manage repositories, and deploy models through natural language.
Api KeyOauth2
Hugging Face is an open-source platform for building, training, and deploying machine learning models. It empowers developers with easy access to state-of-the-art AI tools and model sharing.
135 Tools
Try Hugging Face now
Type what you want done — sign in and watch it run live in the Tool Router playground.
TOOL ROUTER PLAYGROUND
Hugging Face
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Try asking
TOOLS
Supported Tools
Every Hugging Face action and event your agent gets out of the box.
SETUP GUIDE
Connect Hugging Face MCP Tool with your Agent
1
Install Composio
typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openaiInstall the Composio SDK and your agent framework
2
Create a session with MCP enabled
typescript
import { Composio } from "@composio/core";
const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
toolkits: ["hugging_face"],
mcp: true,
});Create a session scoped to Hugging Face and read its MCP URL and headers
3
Connect your agent to the MCP server
typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";
const client = await createMCPClient({
transport: { type: "http", url: mcp.url, headers: mcp.headers },
});
const { text } = await generateText({
model: openai("gpt-5.6-sol"),
tools: await client.tools(),
prompt: "Run sentiment analysis using the distilbert-base-uncased model on this text: \"I love working with AI!\"",
stopWhen: stepCountIs(10),
});
console.log(text);
await client.close();Pass the session's MCP URL and headers to your agent and run a Hugging Face request
SETUP GUIDE
Connect Hugging Face API Tool with your Agent
1
Install Composio
typescript
npm install @composio/core @composio/openai openaiInstall the Composio SDK, the OpenAI provider, and the OpenAI SDK
2
Create a Composio session
typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";
const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();
const session = await composio.create("your-user-id", { toolkits: ["hugging_face"] });
const tools = await session.tools();Initialize Composio with the OpenAI Responses provider and create a session scoped to Hugging Face
3
Run Hugging Face tools with your agent
typescript
let response = await client.responses.create({
model: "gpt-5.6-sol",
tools,
input: [{ role: "user", content: "Run sentiment analysis using the distilbert-base-uncased model on this text: \"I love working with AI!\"" }],
});
while (response.output.some((o) => o.type === "function_call")) {
const outputs = await composio.provider.handleToolCalls(session, response.output);
response = await client.responses.create({
model: "gpt-5.6-sol",
tools,
previous_response_id: response.id,
input: outputs,
});
}
console.log(response.output_text);Send a request, execute the Hugging Face tool calls through the session, and print the final answer
Why Use Composio?
Managed Auth
- Built-in OAuth handling with automatic token refresh and rotation
- Central place to manage, scope, and revoke Hugging Face access
- Per user and per environment credentials instead of hard-coded keys
Agent Optimized Design
- Tools are tuned using real error and success rates to improve reliability over time
- Comprehensive execution logs so you always know what ran, when, and on whose behalf
Enterprise Grade Security
- Fine-grained RBAC so you control which agents and users can access Hugging Face
- Scoped, least privilege access to Hugging Face resources
- Full audit trail of agent actions to support review and compliance
FRAMEWORKS
Use Hugging Face with any AI Agent Framework
Choose a Framework you want to connect Hugging Face with
Claude Code
Use Hugging Face MCP with Claude Code
Cursor
Use Hugging Face MCP with Cursor
ChatGPT
Use Hugging Face MCP with ChatGPT
Claude Cowork
Use Hugging Face MCP with Claude Cowork
Antigravity
Use Hugging Face MCP with Antigravity
OpenAI Agents SDK
Use Hugging Face MCP with OpenAI Agents SDK
Claude Agents SDK
Use Hugging Face MCP with Claude Agents SDK
Grok Bot
Use Hugging Face MCP with Grok Bot
Codex
Use Hugging Face MCP with Codex
Kimi Code
Use Hugging Face MCP with Kimi Code
Grok Build
Use Hugging Face MCP with Grok Build
VS Code
Use Hugging Face MCP with VS Code
OpenCode
Use Hugging Face MCP with OpenCode
OpenClaw
Use Hugging Face MCP with OpenClaw
Hermes
Use Hugging Face MCP with Hermes
Atomic Agent
Use Hugging Face MCP with Atomic Agent
CLI
Use Hugging Face MCP with CLI
Google ADK
Use Hugging Face MCP with Google ADK
Langchain
Use Hugging Face MCP with Langchain
AI SDK
Use Hugging Face MCP with AI SDK
Mastra AI
Use Hugging Face MCP with Mastra AI
LlamaIndex
Use Hugging Face MCP with LlamaIndex
CrewAI
Use Hugging Face MCP with CrewAI
Pydantic AI
Use Hugging Face MCP with Pydantic AI
Autogen
Use Hugging Face MCP with Autogen
Rolling this out across your team?
Give your team centralized access control across every framework with Composio’s MCP Gateway.
EXPLORE MCP GATEWAYMORE TOOLKITS
Explore Other Toolkits
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No Auth
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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
Api Key
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
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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.
FAQ
Frequently asked questions
No. Composio provides a managed OAuth app for Hugging Face, so you sign in with your normal Hugging Face account and approve access. If you later want the consent screen to show your own company name, you can add your own Hugging Face OAuth app in the Composio dashboard, and every connection after that uses it.
Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.
Yes. Composio is SOC 2 Type II compliant and is built to keep your Hugging Face connection and credentials secure. OAuth tokens and API keys are encrypted, and sensitive customer data is protected at rest and in transit.
Composio also undergoes independent security testing and continuously monitors its systems for security threats. You can review the latest reports and policies in the Composio Trust Center.
Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.
When you connect a Hugging Face account through Composio, every action runs under that account, so anything the agent creates, sends, or changes shows up in Hugging Face as done by you. Keep an approval step in your prompt for actions with side effects, such as sending or deleting, and have the agent draft first.
Exactly the ones Hugging Face lists on its consent screen when you connect. Review that screen before approving. If you connect a work account, your Hugging Face administrator may need to approve the app first, and you can revoke the access inside Hugging Face whenever you want.
Yes. Composio supports multiple connected accounts for the same app, and that works in Claude, ChatGPT, or any other assistant you connect through Composio. Give each Hugging Face connection a name such as work or personal, and the assistant uses the one you mention in the request. Each account keeps its own credentials and nothing is merged.
Composio refreshes Hugging Face tokens automatically, so day to day you do nothing. If you revoke access inside Hugging Face, or Hugging Face invalidates the session, the connection shows as expired in Composio and the agent stops acting on that account until you reconnect it, which is a single sign-in.
Composio's free Hobby plan includes 100,000 tool calls per month with no credit card, and up to 20,000 of those can run through Composio-managed apps like Hugging Face. Personal Hugging Face use rarely gets near that. Paid plans add higher limits and team features, and Hugging Face's own pricing is unaffected.
Built-in connectors usually give one AI access to a limited set of apps. Many people use Composio because it lets their AI connect to more apps than it normally supports, or connect to multiple accounts for the same app (e.g. connect Claude to multiple Hugging Face accounts).
With Composio, you connect Hugging Face once and then use it across different AI assistants without setting it up separately in each one. Connect your apps to Composio once, then connect Composio to whichever AI you use, whether that's Claude, ChatGPT, Hermes, or your own custom assistant.
Start with Hugging Face.It takes 30 seconds.
Managed auth, hosted MCP servers, and every Hugging Face tool your agent needs.Free to start.
## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.Start building