How to integrate Better stack MCP with Pydantic AI

This guide walks you through connecting Better stack to Pydantic AI using the Composio tool router. By the end, you'll have a working Better stack agent that can show uptime percentage for api monitor, create escalation policy for on-call team, list heartbeat availability for last week through natural language commands. This guide will help you understand how to give your Pydantic AI agent real control over a Better stack account through Composio's Better stack MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

Get started for freeGet a demo
Better stack logoBetter stack
Api Key

Better Stack is a monitoring, logging, and incident management solution for apps and services. It helps teams ensure application reliability and performance with real-time insights.

117 Tools

Introduction

This guide walks you through connecting Better stack to Pydantic AI using the Composio tool router. By the end, you'll have a working Better stack agent that can show uptime percentage for api monitor, create escalation policy for on-call team, list heartbeat availability for last week through natural language commands.

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

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

Also integrate Better stack with

OpenAI Agents SDKClaude Agent SDKClaude CodeClaude CoworkCodexOpenClawHermesCLIGoogle ADKLangChainVercel AI SDKMastra AILlamaIndexCrewAI

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

The Better stack MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Better Stack account. It provides structured and secure access to your monitoring, logging, and incident management tools, so your agent can perform actions like retrieving uptime metrics, managing escalation policies, checking heartbeat statuses, and organizing log sources on your behalf.

  • Monitor health checks and availability: Let your agent fetch uptime percentages, availability summaries, and incident details for any monitor in your stack.
  • Automated escalation policy management: Instruct your agent to create or delete escalation policies, keeping your incident response workflows up-to-date without manual effort.
  • Heartbeat tracking and organization: Have your agent fetch specific heartbeat data, check heartbeat availability, or group related heartbeats for easier monitoring.
  • Log source grouping and management: Enable your agent to create or delete source groups, helping you organize log streams and maintain a tidy observability structure.
  • Webhook integration setup: Direct your agent to register outgoing webhooks so your stack can notify external systems of important events automatically.

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 Better stack
  • 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 Better stack
  • MCPServerStreamableHTTP connects to the Better stack 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 Better stack
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["better_stack"],
    )
    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 Better stack 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
better_stack_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
agent = Agent(
    "openai:gpt-5",
    toolsets=[better_stack_mcp],
    instructions=(
        "You are a Better stack assistant. Use Better stack tools to help users "
        "with their requests. Ask clarifying questions when needed."
    ),
)
What's happening:
  • The MCP client connects to the Better stack endpoint
  • The agent uses GPT-5 to interpret user commands and perform Better stack 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 Better stack.\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
  • Better stack 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 Better stack 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 Better stack
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["better_stack"],
    )
    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
    better_stack_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
    agent = Agent(
        "openai:gpt-5",
        toolsets=[better_stack_mcp],
        instructions=(
            "You are a Better stack assistant. Use Better stack 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 Better stack.\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 Better stack through Composio's Tool Router. With this setup, your agent can perform real Better stack 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 + Better stack 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 Better stack action and event your agent gets out of the box.

Acknowledge Incident

Tool to acknowledge an ongoing incident.

Create Escalation Policy

Creates a new escalation policy for incident management.

Create Heartbeat

Tool to create a new heartbeat monitor for cron jobs and scheduled tasks.

Create Heartbeat Group

Tool to create a new heartbeat group.

Create Incident

Tool to create a new incident and alert the on-call person.

Create Incident Comment

Tool to create a new comment on an incident.

Create Metadata

Tool to create or update a metadata record for a resource.

Create Monitor

Tool to create a new uptime monitor for a URL or service.

Create Monitor Group

Tool to create a new monitor group.

Create On-Call Schedule

Tool to create a new on-call schedule.

Create Outgoing Webhook Integration

Tool to create a new outgoing webhook integration.

Create Escalation Policy Group

Tool to create a new escalation policy group.

Create Source Group

Tool to create a new source group.

Create Status Page Group

Tool to create a new status page group.

Create Status Page Report

Tool to create a new status page report (incident or maintenance).

Create Status Page Resource

Tool to create a new status page resource.

Create Status Page Section

Tool to create a new section on a status page.

Create Status Update

Tool to create a new status update for an existing status report.

Create Severity Level

Tool to create a new severity level (urgency) for incident management.

Create Urgency Group

Tool to create a new urgency group (severity group) for incident categorization.

Delete Escalation Policy

Tool to delete an escalation policy by ID.

Delete Heartbeat

Tool to permanently delete a heartbeat by ID.

Delete Heartbeat Group

Tool to permanently delete a heartbeat group by ID.

Delete Incident

Tool to permanently delete an existing incident by ID.

Delete Incident Comment

Tool to delete an existing comment from an incident.

Delete Monitor

Tool to permanently delete a monitor by ID from Better Stack Uptime.

Delete Monitor Group

Tool to permanently delete a monitor group by ID from Better Stack Uptime.

Delete On-Call Schedule

Tool to permanently delete an on-call schedule by ID.

Delete Outgoing Webhook Integration

Tool to delete an outgoing webhook integration by ID.

Delete Escalation Policy Group

Tool to delete an escalation policy group by ID.

Delete Source Group

Tool to permanently delete a source group by ID from Better Stack Telemetry (Logs).

Delete Status Page Group

Tool to delete a status page group by ID.

Delete Status Page Report

Tool to permanently delete a status page report by ID from Better Stack Uptime.

Delete Status Page Resource

Tool to delete an existing resource from a status page.

Delete Status Page Section

Tool to permanently delete a status page section by ID.

Delete Status Update

Tool to delete an existing status update from a status report.

Delete Severity

Tool to delete a severity (urgency) by ID.

Delete Urgency Group

Tool to permanently delete an urgency group (severity group) by ID.

Escalate Incident

Tool to escalate an ongoing incident to a user, team, schedule, policy, or organization.

Get Escalation Policy

Tool to get a single escalation policy by its ID.

Get Heartbeat

Tool to get a single heartbeat by ID.

Get Heartbeat Availability

Tool to retrieve availability summary for a specific heartbeat.

Get Heartbeat Group

Tool to get a single heartbeat group by ID.

Get Incident Comment

Tool to get a single comment from an incident.

Get Monitor

Tool to get a single monitor.

Get Monitor Availability

Tool to return an availability summary for a specific monitor.

Get Monitor Group

Tool to get a single monitor group by ID.

Get Monitor Group's Monitors

Tool to get all monitors belonging to a monitor group.

Get Monitor Response Times

Retrieves response time performance metrics for a specific uptime monitor.

Get On-Call Schedule

Tool to get a single on-call schedule by ID.

Get Outgoing Webhook Integration

Tool to get a single outgoing webhook integration by ID.

Get Escalation Policy Group

Tool to get a single escalation policy group.

Get Status Page

Tool to get a single status page by ID.

Get Status Page Group

Tool to get a single status page group by ID.

Get Status Page Report

Tool to get a single status page report by ID.

Get Status Page Resource

Tool to get a single status page resource by ID.

Get Status Page Section

Tool to get a single status page section.

Get Status Update

Tool to get a single status update by its ID.

Get Uptime API Token

Tool to retrieve the configured Uptime API token.

Get Severity Level

Tool to get a single severity level (urgency) by ID.

Get Urgency Group

Tool to get a single urgency group (severity group) by ID.

List AWS CloudWatch Integrations

Tool to list all AWS CloudWatch integrations.

List Azure Integrations

Tool to list all Azure integrations.

List Catalog Relations

Tool to list all catalog relations.

List Datadog Integrations

Tool to list all Datadog integrations.

List Elastic Integrations

Tool to list Elastic integrations.

List Email Integrations

Tool to list email integrations.

List Google Monitoring Integrations

Tool to list all Google Monitoring integrations.

List Grafana Integrations

Tool to list all Grafana integrations.

List Heartbeat Groups

Tool to list all heartbeat groups.

List Heartbeats

Tool to list all heartbeats.

List Incidents Comments

Tool to list all comments on an incident.

List Incidents Timeline

Tool to retrieve all timeline events for an incident.

List Incidents Uptime

Tool to list all incidents with optional filtering by monitor, heartbeat, date range, or resolution status.

List Jira Integrations

Tool to list all Jira integrations.

List Metadata

Tool to list all existing metadata.

List Monitor Groups

Tool to list all monitor groups.

List Monitors

Tool to list all monitors.

List New Relic Integrations

Tool to list New Relic integrations.

List On-Call Schedule Events

Tool to list all events for a specific on-call schedule.

List On-Call Schedules

Tool to list all on-call schedules.

List Outgoing Webhook Integrations

Tool to list all outgoing webhook integrations.

List PagerDuty Webhooks

Tool to list PagerDuty integrations.

List Escalation Policies

Tool to list all escalation policies.

List Escalation Policy Groups

Tool to list all escalation policy groups.

List Prometheus Integrations

Tool to list all Prometheus integrations.

List Single Incident

Tool to retrieve detailed information about a single incident by its ID.

List Slack Integrations

Tool to list all Slack integrations.

List Splunk On-Call Integrations

Tool to list all Splunk On-Call integrations.

List Status Page Groups

Tool to list all status page groups.

List Status Pages In Status Page Group

Tool to list status pages within a specific status page group.

List Status Page Reports

Tool to list all reports on a status page.

List Status Page Report Status Updates

Tool to list all status updates for a status page report.

List Status Pages

Tool to list all your status pages.

List Status Page Sections

Tool to list all sections of a specific status page.

List Status Page Resources

Tool to list all resources on a status page.

List Severity Levels

Tool to list all severity levels (urgencies).

List Urgency Groups

Tool to list all urgency groups (severity groups).

Resolve Incident

Tool to resolve an ongoing incident.

Update Escalation Policy

Tool to update an existing escalation policy.

Update Heartbeat

Tool to update an existing heartbeat configuration.

Update Heartbeat Group

Updates an existing heartbeat group's properties.

Update Incident Comment

Tool to update an existing comment on an incident.

Update Monitor

Tool to update an existing uptime monitor configuration.

Update Monitor Group

Updates an existing monitor group's properties.

Update On-Call Schedule

Tool to update an on-call schedule's name.

Update Outgoing Webhook Integration

Tool to update an existing outgoing webhook integration.

Update Escalation Policy Group

Updates an existing escalation policy group's properties.

Update Source Group

Update an existing source group in Better Stack Logs/Telemetry.

Update Status Page Group

Tool to update an existing status page group.

Update Status Page Report

Tool to update an existing status page report.

Update Status Page Resource

Tool to update an existing status page resource.

Update Status Pages

Tool to update an existing status page configuration.

Update Status Page Section

Tool to update an existing status page section.

Update Status Update

Tool to update an existing status update for a status report.

Update Severity Level

Tool to update an existing severity level (urgency) configuration.

Update Urgency Group

Tool to update an existing urgency group (severity group).

FRAMEWORKS

How to build Better stack MCP Agent with another framework

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Better stack MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Better stack MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Better stack MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Better stack MCP with Claude Cowork

Codex logo

Codex

Use Better stack MCP with Codex

OpenClaw logo

OpenClaw

Use Better stack MCP with OpenClaw

Hermes logo

Hermes

Use Better stack MCP with Hermes

CLI logo

CLI

Use Better stack MCP with CLI

Google ADK logo

Google ADK

Use Better stack MCP with Google ADK

LangChain logo

LangChain

Use Better stack MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Better stack MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Better stack MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Better stack MCP with LlamaIndex

CrewAI logo

CrewAI

Use Better stack MCP with CrewAI

FAQ

Frequently asked questions

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

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

Start with Better stack.It takes 30 seconds.

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

Start building
Customer stories

Teams ship real agents on Composio

GET STARTED FOR FREEBOOK A DEMO
agent.aiZoomLettaGleanHubSpotAWSWabi

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
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
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
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
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
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
Jerome Leclanche
Co-Founder, Ingram Technologies
Better stack MCP Integration with Pydantic AI | Composio