How to integrate Discord MCP with Pydantic AI

This guide walks you through connecting Discord to Pydantic AI using the Composio tool router. By the end, you'll have a working Discord agent that can list all discord servers i belong to, show your connected accounts on discord, fetch your discord profile information through natural language commands. This guide will help you understand how to give your Pydantic AI agent real control over a Discord account through Composio's Discord MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Discord

Oauth2

Discord is a real-time messaging and VoIP platform for communities and teams. It lets users chat, share media, and collaborate across public and private channels.

27 Tools1 Triggers

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Introduction

This guide will help you understand how to give your Pydantic AI agent real control over a Discord account through Composio's Discord MCP server.

Before we dive in, let's take a quick look at the key ideas and tools involved.

Also integrate Discord with

ChatGPT OpenAI Agents SDK Claude Agent SDK Claude Code Claude Cowork Codex OpenCode Cursor VS Code OpenClaw Hermes CLI Google ADK LangChain Vercel AI SDK Mastra AI LlamaIndex CrewAI

TL;DR

Here's what you'll learn:

How to set up your Composio API key and User ID
How to create a Composio Tool Router session for Discord
How to attach an MCP Server to a Pydantic AI agent
How to stream responses and maintain chat history
How to build a simple REPL-style chat interface to test your Discord workflows

What is Pydantic AI?

Pydantic AI is a Python framework for building AI agents with strong typing and validation. It leverages Pydantic's data validation capabilities to create robust, type-safe AI applications.

Key features include:

Type Safety: Built on Pydantic for automatic data validation
MCP Support: Native support for Model Context Protocol servers
Streaming: Built-in support for streaming responses
Async First: Designed for async/await patterns

What is the Discord MCP server, and what's possible with it?

The Discord MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Discord account. It provides structured and secure access to your Discord profile, connected accounts, servers, and invites, so your agent can fetch user details, list your servers (guilds), retrieve invite info, and manage your Discord presence on your behalf.

Retrieve and manage user profile information: Your agent can fetch your Discord profile details, including email and connected third-party accounts, to help keep your data organized and up-to-date.
Server (guild) discovery and membership checks: Effortlessly list all servers you belong to and verify your membership status in any server.
Access invite details and server info: Instantly get information about specific Discord invite codes, including the destination server or channel details.
Guild member insights: Allow your agent to retrieve your own guild member information across servers, including permissions and roles.
OAuth2 application and authorization review: Let your agent fetch your app’s OAuth2 authorization details, so you always know what permissions are granted and when tokens expire.

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

Composio's Composio SDK helps agents find the right tools for a task at runtime. You can plug in multiple toolkits (like Gmail, HubSpot, and GitHub), and the agent will identify the relevant app and action to complete multi-step workflows. This can reduce token usage and improve the reliability of tool calls. Read more here: Getting started with Composio SDK

The tool router generates a secure MCP URL that your agents can access to perform actions.

How the Composio SDK works

The Composio SDK follows a three-phase workflow:

Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Step by step09 STEPS

Prerequisites

Before starting, make sure you have:

Python 3.9 or higher
A Composio account with an active API key
Basic familiarity with Python and async programming

Getting API Keys for OpenAI and Composio

OpenAI API Key

Go to the OpenAI dashboard 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.
Navigate to your API settings and generate a new API key.
Store this key securely as you'll need it for authentication.

Install dependencies

bash

pip install composio pydantic-ai python-dotenv

Install the required libraries.

What's happening:

composio connects your agent to external SaaS tools like Discord
pydantic-ai lets you create structured AI agents with tool support
python-dotenv loads your environment variables securely from a .env file

Set up environment variables

bash

COMPOSIO_API_KEY=your_composio_api_key_here
USER_ID=your_user_id_here
OPENAI_API_KEY=your_openai_api_key

Create a .env file in your project root.

What's happening:

COMPOSIO_API_KEY authenticates your agent to Composio's API
USER_ID associates your session with your account for secure tool access
OPENAI_API_KEY to access OpenAI LLMs

Import dependencies

python

import asyncio
import os
from dotenv import load_dotenv
from composio import Composio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerStreamableHTTP

load_dotenv()

What's happening:

We load environment variables and import required modules
Composio manages connections to Discord
MCPServerStreamableHTTP connects to the Discord MCP server endpoint
Agent from Pydantic AI lets you define and run the AI assistant

Create a Tool Router Session

python

async def main():
    api_key = os.getenv("COMPOSIO_API_KEY")
    user_id = os.getenv("USER_ID")
    if not api_key or not user_id:
        raise RuntimeError("Set COMPOSIO_API_KEY and USER_ID in your environment")

    # Create a Composio Tool Router session for Discord
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["discord"],
    )
    url = session.mcp.url
    if not url:
        raise ValueError("Composio session did not return an MCP URL")

What's happening:

We're creating a Tool Router session that gives your agent access to Discord tools
The create method takes the user ID and specifies which toolkits should be available
The returned session.mcp.url is the MCP server URL that your agent will use

Initialize the Pydantic AI Agent

python

# Attach the MCP server to a Pydantic AI Agent
discord_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
agent = Agent(
    "openai:gpt-5",
    toolsets=[discord_mcp],
    instructions=(
        "You are a Discord assistant. Use Discord tools to help users "
        "with their requests. Ask clarifying questions when needed."
    ),
)

What's happening:

The MCP client connects to the Discord endpoint
The agent uses GPT-5 to interpret user commands and perform Discord operations
The instructions field defines the agent's role and behavior

Build the chat interface

python

# Simple REPL with message history
history = []
print("Chat started! Type 'exit' or 'quit' to end.\n")
print("Try asking the agent to help you with Discord.\n")

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", flush=True)

    async with agent.run_stream(user_input, message_history=history) as stream_result:
        collected_text = ""
        async for chunk in stream_result.stream_output():
            text_piece = None
            if isinstance(chunk, str):
                text_piece = chunk
            elif hasattr(chunk, "delta") and isinstance(chunk.delta, str):
                text_piece = chunk.delta
            elif hasattr(chunk, "text"):
                text_piece = chunk.text
            if text_piece:
                collected_text += text_piece
        result = stream_result

    print(f"Agent: {collected_text}\n")
    history = result.all_messages()

What's happening:

The agent reads input from the terminal and streams its response
Discord API calls happen automatically under the hood
The model keeps conversation history to maintain context across turns

Run the application

python

if __name__ == "__main__":
    asyncio.run(main())

What's happening:

The asyncio loop launches the agent and keeps it running until you exit

Complete Code

Here's the complete code to get you started with Discord and Pydantic AI:

python

import asyncio
import os
from dotenv import load_dotenv
from composio import Composio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerStreamableHTTP

load_dotenv()

async def main():
    api_key = os.getenv("COMPOSIO_API_KEY")
    user_id = os.getenv("USER_ID")
    if not api_key or not user_id:
        raise RuntimeError("Set COMPOSIO_API_KEY and USER_ID in your environment")

    # Create a Composio Tool Router session for Discord
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["discord"],
    )
    url = session.mcp.url
    if not url:
        raise ValueError("Composio session did not return an MCP URL")

    # Attach the MCP server to a Pydantic AI Agent
    discord_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
    agent = Agent(
        "openai:gpt-5",
        toolsets=[discord_mcp],
        instructions=(
            "You are a Discord assistant. Use Discord tools to help users "
            "with their requests. Ask clarifying questions when needed."
        ),
    )

    # Simple REPL with message history
    history = []
    print("Chat started! Type 'exit' or 'quit' to end.\n")
    print("Try asking the agent to help you with Discord.\n")

    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", flush=True)

        async with agent.run_stream(user_input, message_history=history) as stream_result:
            collected_text = ""
            async for chunk in stream_result.stream_output():
                text_piece = None
                if isinstance(chunk, str):
                    text_piece = chunk
                elif hasattr(chunk, "delta") and isinstance(chunk.delta, str):
                    text_piece = chunk.delta
                elif hasattr(chunk, "text"):
                    text_piece = chunk.text
                if text_piece:
                    collected_text += text_piece
            result = stream_result

        print(f"Agent: {collected_text}\n")
        history = result.all_messages()

if __name__ == "__main__":
    asyncio.run(main())

Conclusion

You've built a Pydantic AI agent that can interact with Discord through Composio's Tool Router. With this setup, your agent can perform real Discord actions through natural language. You can extend this further by:

Adding other toolkits like Gmail, HubSpot, or Salesforce
Building a web-based chat interface around this agent
Using multiple MCP endpoints to enable cross-app workflows (for example, Gmail + Discord for workflow automation)

This architecture makes your AI agent "agent-native", able to securely use APIs in a unified, composable way without custom integrations.

TOOLS & TRIGGERS

Supported Tools and Triggers

Every Discord action and event your agent gets out of the box.

Consume Entitlement

Marks a one-time purchase consumable entitlement as consumed for a given application.

Delete Test Entitlement

Deletes a currently active test entitlement for a given application.

Delete User Application Role Connection

Deletes the current user's application role connection for the specified application.

Edit Application Command Permissions

Edits the permissions for a specific application command in a guild.

Get Application Command Permissions

Retrieves the permissions for a specific application command in a guild.

Get Batch Application Command Permissions

Retrieves permissions for all commands of an application in a guild.

Get Current User Application Entitlements

Tool to retrieve entitlements for the current user for a given application.

Get Gateway

Tool to retrieve a valid WebSocket (wss) URL for establishing a Gateway connection to Discord.

Get Guild Template

Tool to retrieve information about a Discord guild template using its unique template code.

Get Guild Widget

Tool to retrieve the guild widget in JSON format.

Get Guild Widget PNG

Tool to retrieve a PNG image widget for a Discord guild.

Get my guild member

Retrieves the guild member object for the currently authenticated user within a specified guild, including roles, nickname, join date, and permissions.

Get my OAuth2 authorization

Retrieves current OAuth2 authorization details for the application, including app info, scopes, token expiration, and user data (contingent on scopes like 'identify').

Get My User

Fetches comprehensive profile information for the currently authenticated Discord user, including email if the 'email' scope is granted.

Get OpenID Connect userinfo

Retrieve OpenID Connect compliant user information for the authenticated user.

Get Public Keys

Tool to retrieve Discord OAuth2 public keys.

Get SKU Subscription

Retrieves a specific subscription by ID for a given SKU.

Get User

Retrieve information about a Discord user.

Get User Application Role Connection

Retrieves the application role connection for the currently authenticated user for a specified application.

Resolve Invite

Tool to resolve and retrieve information about a Discord invite code.

Leave Guild

Leaves a Discord guild (server) on behalf of the currently authenticated user.

List My Connections

Retrieves a list of the authenticated user's connected third-party accounts on Discord.

List My Guilds

Lists the current user's guilds, returning partial data for each; primarily used for displaying server lists or verifying memberships.

List SKU Subscriptions

Lists all subscriptions for a given SKU.

List Sticker Packs

Tool to retrieve all available Discord Nitro sticker packs.

Modify Current User

Modifies the currently authenticated Discord user's profile.

Update User Application Role Connection

Updates the application role connection for the currently authenticated user for a specified application.

FRAMEWORKS

How to build Discord MCP Agent with another framework

ChatGPT

Use Discord MCP with ChatGPT

OpenAI Agents SDK

Use Discord MCP with OpenAI Agents SDK

Claude Agent SDK

Use Discord MCP with Claude Agent SDK

Claude Code

Use Discord MCP with Claude Code

Claude Cowork

Use Discord MCP with Claude Cowork

Codex

Use Discord MCP with Codex

Cursor

Use Discord MCP with Cursor

OpenClaw

Use Discord MCP with OpenClaw

Hermes

Use Discord MCP with Hermes

CLI

Use Discord MCP with CLI

Google ADK

Use Discord MCP with Google ADK

LangChain

Use Discord MCP with LangChain

Vercel AI SDK

Use Discord MCP with Vercel AI SDK

Mastra AI

Use Discord MCP with Mastra AI

LlamaIndex

Use Discord MCP with LlamaIndex

CrewAI

Use Discord MCP with CrewAI

OpenCode

Use Discord MCP with OpenCode

VS Code

Use Discord MCP with VS Code

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Gmail

Oauth2

Gmail is Google's email service with powerful spam protection, search, and G Suite integration. It keeps your inbox organized and makes communication fast and reliable.

Outlook

Oauth2S2s Oauth2

Outlook is Microsoft's email and calendaring platform for unified communications and scheduling. It helps users stay organized with powerful email, contacts, and calendar management.

Slack

Oauth2

Slack is a channel-based messaging platform for teams and organizations. It helps people collaborate in real time, share files, and connect all their tools in one place.

Gong

BasicOauth2

Gong is a platform for video meetings, call recording, and team collaboration. It helps teams capture conversations, analyze calls, and turn insights into action.

FAQ

Frequently asked questions

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

Yes, you can. Pydantic AI 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 Discord tools.

Yes, absolutely. You can configure which Discord 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.

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 Discord data and credentials are handled as safely as possible.

Start with Discord.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Discord tool your agent needs.Free to start.

Start building

Customer stories

Teams ship real agents on Composio

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Karan skipped his own birthday party to fix our critical issue. It was 10pm and he diverted his Waymo to help us instead. This really sets the bar — it shows the commitment you need when users rely on your software.

Harsha Gaddipati

Co-founder, Slashy

A lot of students tell us that the moment their connected tools start talking to each other inside Opennote feels almost magical. The agent just knows them, and it's immensely helped keep new users on the platform.

Abhi Arya

Co-founder, Opennote

We chose Composio over Pipedream because it delivered depth where it mattered — niche tools and tricky edge cases other platforms simply ignored. That gave us confidence to scale without compromising.

Nirman Dave

CEO, Zams

As a solo builder, shipping fast is life or death. The only way I can outcompete incumbents is by outmanoeuvring them. Getting bogged down managing agent auth would have been a death sentence.

Ryan Yu

Founder, Extra Thursday

Before Composio, adding tool integrations was slow and resource-intensive. Each one could take weeks of engineering time, and maintaining them meant constantly keeping up with API changes.

Tomisin Jenrola

Founder & CEO, SwarmZero

With hands-on help from their founder, we integrated Gmail and Google Drive in just 30 minutes. This level of personal support and commitment is exactly what startups should strive for.

Jerome Leclanche

Co-Founder, Ingram Technologies

How to integrate Discord MCP with Pydantic AI

Connect Discord without auth hassles

Introduction

Also integrate Discord with

TL;DR

What is Pydantic AI?

What is the Discord MCP server, and what's possible with it?

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

How the Composio SDK works

Step-by-step Guide

Prerequisites

Getting API Keys for OpenAI and Composio

Install dependencies

Set up environment variables

Import dependencies

Create a Tool Router Session

Initialize the Pydantic AI Agent

Build the chat interface

Run the application

Complete Code

Conclusion

Supported Tools and Triggers

How to build Discord MCP Agent with another framework

ChatGPT

OpenAI Agents SDK

Claude Agent SDK

Claude Code

Claude Cowork

Codex

Cursor

OpenClaw

Hermes

CLI

Google ADK

LangChain

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

OpenCode

VS Code

Explore Other Toolkits

Gmail

Outlook

Slack

Gong

Frequently asked questions

What are the differences in Tool Router MCP and Discord MCP?+

Can I use Tool Router MCP with Pydantic AI?+

Can I manage the permissions and scopes for Discord while using Tool Router?+

How safe is my data with Composio Tool Router?+

Start with Discord.It takes 30 seconds.

Teams ship real agents on Composio