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How to integrate Egnyte MCP with Pydantic AI

Connect Pydantic AI to Egnyte MCP. List all files in your egnyte projects folder, share the latest contract with the legal team, and more using natural language, with authentication handled for you.

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Egnyte is a cloud-based platform for secure file sharing, storage, and governance. It helps teams collaborate efficiently while maintaining data compliance and security.

60 Tools

Introduction

This guide walks you through connecting Egnyte to Pydantic AI using the Composio tool router. By the end, you'll have a working Egnyte agent that can list all files in your egnyte projects folder, share the latest contract with the legal team, search egnyte for documents about q2 planning through natural language commands.

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

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

Also integrate Egnyte with

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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 Egnyte
  • 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 Egnyte 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 Egnyte MCP server, and what's possible with it?

The Egnyte MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Egnyte account. It provides structured and secure access to your files, folders, shared links, users, groups, notes, and metadata, so your agent can search content, manage files, create shared links, organize users and groups, and review account information on your behalf.

  • File search and retrieval: Instruct your agent to search files using metadata filters, inspect file or folder details, and download the content you need.
  • File uploads and updates: Have your agent upload a new file or update an existing file at a chosen location in Egnyte.
  • Secure content sharing: Let the agent create shared links for files or folders with access and expiration settings, list existing links, and review your domain's sharing rules.
  • User and group administration: Direct your agent to create users or groups, add group members, list people and groups, and retrieve user details.
  • Content governance and cleanup: Have your agent review file metadata, remove metadata namespaces, or delete notes and comments that are no longer needed.

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:

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

Step-by-step Guide

Step by step09 STEPS
1

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
2

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.
3

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 Egnyte
  • pydantic-ai lets you create structured AI agents with tool support
  • python-dotenv loads your environment variables securely from a .env file
4

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
5

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 Egnyte
  • MCPServerStreamableHTTP connects to the Egnyte MCP server endpoint
  • Agent from Pydantic AI lets you define and run the AI assistant
6

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 Egnyte
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["egnyte"],
    )
    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 Egnyte 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
7

Initialize the Pydantic AI Agent

python
# Attach the MCP server to a Pydantic AI Agent
egnyte_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
agent = Agent(
    "openai:gpt-5",
    toolsets=[egnyte_mcp],
    instructions=(
        "You are a Egnyte assistant. Use Egnyte tools to help users "
        "with their requests. Ask clarifying questions when needed."
    ),
)
What's happening:
  • The MCP client connects to the Egnyte endpoint
  • The agent uses GPT-5 to interpret user commands and perform Egnyte operations
  • The instructions field defines the agent's role and behavior
8

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 Egnyte.\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
  • Egnyte API calls happen automatically under the hood
  • The model keeps conversation history to maintain context across turns
9

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 Egnyte 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 Egnyte
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["egnyte"],
    )
    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
    egnyte_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
    agent = Agent(
        "openai:gpt-5",
        toolsets=[egnyte_mcp],
        instructions=(
            "You are a Egnyte assistant. Use Egnyte 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 Egnyte.\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 Egnyte through Composio's Tool Router. With this setup, your agent can perform real Egnyte 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 + Egnyte 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

Supported Tools

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

Create Permissions Audit Report

Tool to generate a permissions audit report for specified date range and filters.

Create user audit report

Tool to create a user audit report in Egnyte.

Create Bookmark

Tool to create a bookmark on a folder using either path or folder_id.

Create Comment

Tool to create a new comment/note on a file in Egnyte.

Create File Audit Report

Tool to generate a file activity audit report for specified date range and filters.

Create Group

Tool to create a new group with display name and members.

Create Shared Link

Tool to create a shared link for a file or folder with accessibility and expiration settings.

Create Login Audit Report

Tool to generate a login audit report for specified date range and filters.

Create User

Tool to create a new user in the Egnyte domain.

Delete Audit Report

Tool to delete an audit report from Egnyte.

Delete Bookmark

Tool to delete a bookmark from the user's bookmarks.

Delete File By ID

Delete a file using persistent file ID.

Delete file or folder

Tool to delete a file or folder at the specified path.

Delete Group

Tool to delete a group from the Egnyte domain.

Delete Shared Link

Tool to delete a shared link by its ID.

Delete Metadata Key

Tool to delete a metadata key from a namespace.

Delete Metadata Namespace

Tool to delete a metadata namespace.

Delete Note

Tool to delete a note/comment in Egnyte by its UUID.

Delete User

Tool to delete a user from the Egnyte domain using the SCIM-compliant endpoint.

Download File

Tool to download file content from a specified path in Egnyte.

Download File By ID

Tool to download file content using persistent file ID from Egnyte.

Get Audit Report

Tool to retrieve an audit report by type and ID.

Get audit job status

Tool to check the status of an audit report generation job.

Get Audit Stream

Tool to stream audit events starting from a specific date.

Get Bookmark

Tool to retrieve details for a specific bookmark by its ID.

Get Events Cursor

Tool to get the latest event cursor position for starting event polling.

Get Events V2

Tool to poll for events (v2) including permission_change event type in addition to file_system and note types.

Get File Metadata by ID

Tool to retrieve file metadata using persistent file ID (group_id) instead of path.

Get file or folder metadata

Tool to get file or folder metadata from Egnyte.

Get File Metadata Values

Tool to retrieve custom metadata values for a file or file version within a specific namespace.

Get Folder By ID

Tool to get folder metadata using a persistent folder ID instead of a path.

Get Folder Statistics

Tool to get statistics for a folder by ID including file counts, folder counts, and size information.

Get Group Details

Tool to retrieve details for a specific group including members and attributes.

Get Link Details

Tool to get detailed information about a shared link by its ID.

Get Link Settings

Tool to retrieve domain link settings including default expiration and allowed link types.

Get Folder Permissions

Tool to get effective permissions for a folder including users and groups with their permission levels.

Get User by ID

Tool to retrieve details for a single user by ID.

Get User Info

Tool to get information about the currently authenticated user.

List Bookmarks

Tool to list all bookmarked folders for the authenticated user with pagination support.

List Comments

Tool to list all comments/notes on a file in Egnyte.

List Groups

Tool to list all custom groups in the Egnyte domain.

List Insights Files

Tool to list recently accessed files for the authenticated user.

List Links V2

Tool to list all shared links using the v2 API with extended response fields.

List Metadata Namespaces

Tool to list all custom metadata keys in a namespace.

List Users

Tool to retrieve all users or a filtered subset from the Egnyte domain.

List workflows

Tool to list all workflows in Egnyte.

List Workflow Tasks

Tool to list all workflow tasks.

Lock File

Tool to lock a file to prevent edits by other users.

Replace Group (PUT)

Tool to fully replace a group's attributes including display name and members.

Advanced Search with Metadata Filters

Tool to perform advanced search with custom metadata filtering in Egnyte using v2 API.

Set File Metadata Values

Tool to set custom metadata values for a file or file version within a specific namespace.

Set Folder Metadata Values

Tool to set custom metadata values for a folder within a namespace.

Set Folder Permissions

Tool to set folder permissions for users or groups.

Stream Audit Events

Tool to stream audit events with filtering by audit types (FILE_AUDIT, LOGIN_AUDIT, PERMISSION_AUDIT).

Update Folder Options

Tool to update folder options including description and other settings.

Update Group

Tool to update specific attributes of a group including display name and members.

Update Metadata Key

Tool to update key definitions including display name, help text, data values for enums, and priority.

Update Metadata Namespace

Tool to update key definitions of a metadata namespace.

Update User

Tool to update specific attributes of a user in the Egnyte domain using the SCIM-compliant endpoint.

Upload File

Tool to upload or update a file at the specified path in Egnyte.

FRAMEWORKS

How to build Egnyte MCP Agent with another framework

Claude Code logo

Claude Code

Use Egnyte MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Egnyte MCP with Claude Cowork

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Egnyte MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Egnyte MCP with Claude Agent SDK

Grok Bot logo

Grok Bot

Use Egnyte MCP with Grok Bot

Codex logo

Codex

Use Egnyte MCP with Codex

OpenClaw logo

OpenClaw

Use Egnyte MCP with OpenClaw

Hermes logo

Hermes

Use Egnyte MCP with Hermes

Atomic Agent logo

Atomic Agent

Use Egnyte MCP with Atomic Agent

Google ADK logo

Google ADK

Use Egnyte MCP with Google ADK

LangChain logo

LangChain

Use Egnyte MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Egnyte MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Egnyte MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Egnyte MCP with LlamaIndex

CrewAI logo

CrewAI

Use Egnyte MCP with CrewAI

AutoGen logo

AutoGen

Use Egnyte MCP with AutoGen

FAQ

Frequently asked questions

With a standalone Egnyte MCP server, the agents and LLMs can only access a fixed set of Egnyte tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Egnyte 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 Egnyte tools.

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

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