How to integrate Gleap MCP with CrewAI

This guide walks you through connecting Gleap to CrewAI using the Composio tool router. By the end, you'll have a working Gleap agent that can archive resolved support tickets from last week, send a chat message to follow up on feedback, list all articles in the onboarding collection through natural language commands. This guide will help you understand how to give your CrewAI agent real control over a Gleap account through Composio's Gleap MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Gleap

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Gleap is an all-in-one customer feedback tool for apps and websites. It helps you understand user pain points and improve software through direct, actionable insights.

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Introduction

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

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

Also integrate Gleap with

OpenAI Agents SDK Claude Agent SDK Claude Code Claude Cowork Codex OpenClaw Hermes CLI Google ADK LangChain Vercel AI SDK Mastra AI LlamaIndex

TL;DR

Here's what you'll learn:

Get a Composio API key and configure your Gleap connection
Set up CrewAI with an MCP enabled agent
Create a Tool Router session or standalone MCP server for Gleap
Build a conversational loop where your agent can execute Gleap operations

What is CrewAI?

CrewAI is a powerful framework for building multi-agent AI systems. It provides primitives for defining agents with specific roles, creating tasks, and orchestrating workflows through crews.

Key features include:

Agent Roles: Define specialized agents with specific goals and backstories
Task Management: Create tasks with clear descriptions and expected outputs
Crew Orchestration: Combine agents and tasks into collaborative workflows
MCP Integration: Connect to external tools through Model Context Protocol

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

The Gleap MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Gleap account. It provides structured and secure access to your customer feedback data, so your agent can perform actions like managing support tickets, communicating with users, organizing help center content, and handling team workflows on your behalf.

Ticket creation and management: Instantly create new support tickets, archive resolved issues, or retrieve existing tickets to streamline customer support workflows.
Chat and user communication: Allow your agent to send new chat messages or fetch entire chat histories, making it easy to keep conversations going with users.
Help center organization: Create collections or retrieve articles in your help center, enabling your agent to help manage and organize your knowledge base content efficiently.
Team and user administration: Add new teams for ticket assignment or remove users from projects, so you can stay on top of team management tasks without lifting a finger.
Checklist and engagement tracking: Fetch detailed checklists to monitor user engagement or onboarding progress, giving your agent context to provide personalized support.

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 step08 STEPS

Prerequisites

Before starting, make sure you have:

Python 3.9 or higher
A Composio account and API key
A Gleap connection authorized in Composio
An OpenAI API key for the CrewAI LLM
Basic familiarity with Python

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 crewai crewai-tools[mcp] python-dotenv

What's happening:

composio connects your agent to Gleap via MCP
crewai provides Agent, Task, Crew, and LLM primitives
crewai-tools[mcp] includes MCP helpers
python-dotenv loads environment variables from .env

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_here

Create a .env file in your project root.

What's happening:

COMPOSIO_API_KEY authenticates with Composio
USER_ID scopes the session to your account
OPENAI_API_KEY lets CrewAI use your chosen OpenAI model

Import dependencies

python

import os
from composio import Composio
from crewai import Agent, Task, Crew
from crewai_tools import MCPServerAdapter
import dotenv

dotenv.load_dotenv()

COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set")

What's happening:

CrewAI classes define agents and tasks, and run the workflow
MCPServerHTTP connects the agent to an MCP endpoint
Composio will give you a short lived Gleap MCP URL

Create a Composio Tool Router session for Gleap

python

composio_client = Composio(api_key=COMPOSIO_API_KEY)
session = composio_client.create(user_id=COMPOSIO_USER_ID, toolkits=["gleap"])

url = session.mcp.url

What's happening:

You create a Gleap only session through Composio
Composio returns an MCP HTTP URL that exposes Gleap tools

Initialize the MCP Server

python

server_params = {
    "url": url,
    "transport": "streamable-http",
    "headers": {"x-api-key": COMPOSIO_API_KEY},
}

with MCPServerAdapter(server_params) as tools:
    agent = Agent(
        role="Search Assistant",
        goal="Help users search the internet effectively",
        backstory="You are a helpful assistant with access to search tools.",
        tools=tools,
        verbose=False,
        max_iter=10,
    )

What's Happening:

Server Configuration: The code sets up connection parameters including the MCP server URL, streamable HTTP transport, and Composio API key authentication.
MCP Adapter Bridge: MCPServerAdapter acts as a context manager that converts Composio MCP tools into a CrewAI-compatible format.
Agent Setup: Creates a CrewAI Agent with a defined role (Search Assistant), goal (help with internet searches), and access to the MCP tools.
Configuration Options: The agent includes settings like verbose=False for clean output and max_iter=10 to prevent infinite loops.
Dynamic Tool Usage: Once created, the agent automatically accesses all Composio Search tools and decides when to use them based on user queries.

Create a CLI Chatloop and define the Crew

python

print("Chat started! Type 'exit' or 'quit' to end.\n")

conversation_context = ""

while True:
    user_input = input("You: ").strip()

    if user_input.lower() in ["exit", "quit", "bye"]:
        print("\nGoodbye!")
        break

    if not user_input:
        continue

    conversation_context += f"\nUser: {user_input}\n"
    print("\nAgent is thinking...\n")

    task = Task(
        description=(
            f"Conversation history:\n{conversation_context}\n\n"
            f"Current request: {user_input}"
        ),
        expected_output="A helpful response addressing the user's request",
        agent=agent,
    )

    crew = Crew(agents=[agent], tasks=[task], verbose=False)
    result = crew.kickoff()
    response = str(result)

    conversation_context += f"Agent: {response}\n"
    print(f"Agent: {response}\n")

What's Happening:

Interactive CLI Setup: The code creates an infinite loop that continuously prompts for user input and maintains the entire conversation history in a string variable.
Input Validation: Empty inputs are ignored to prevent processing blank messages and keep the conversation clean.
Context Building: Each user message is appended to the conversation context, which preserves the full dialogue history for better agent responses.
Dynamic Task Creation: For every user input, a new Task is created that includes both the full conversation history and the current request as context.
Crew Execution: A Crew is instantiated with the agent and task, then kicked off to process the request and generate a response.
Response Management: The agent's response is converted to a string, added to the conversation context, and displayed to the user, maintaining conversational continuity.

Complete Code

Here's the complete code to get you started with Gleap and CrewAI:

python

from crewai import Agent, Task, Crew, LLM
from crewai_tools import MCPServerAdapter
from composio import Composio
from dotenv import load_dotenv
import os

load_dotenv()

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")

# Initialize Composio and create a session
composio = Composio(api_key=COMPOSIO_API_KEY)
session = composio.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["gleap"],
)
url = session.mcp.url

# Configure LLM
llm = LLM(
    model="gpt-5",
    api_key=os.getenv("OPENAI_API_KEY"),
)

server_params = {
    "url": url,
    "transport": "streamable-http",
    "headers": {"x-api-key": COMPOSIO_API_KEY},
}

with MCPServerAdapter(server_params) as tools:
    agent = Agent(
        role="Search Assistant",
        goal="Help users with internet searches",
        backstory="You are an expert assistant with access to Composio Search tools.",
        tools=tools,
        llm=llm,
        verbose=False,
        max_iter=10,
    )

    print("Chat started! Type 'exit' or 'quit' to end.\n")

    conversation_context = ""

    while True:
        user_input = input("You: ").strip()

        if user_input.lower() in ["exit", "quit", "bye"]:
            print("\nGoodbye!")
            break

        if not user_input:
            continue

        conversation_context += f"\nUser: {user_input}\n"
        print("\nAgent is thinking...\n")

        task = Task(
            description=(
                f"Conversation history:\n{conversation_context}\n\n"
                f"Current request: {user_input}"
            ),
            expected_output="A helpful response addressing the user's request",
            agent=agent,
        )

        crew = Crew(agents=[agent], tasks=[task], verbose=False)
        result = crew.kickoff()
        response = str(result)

        conversation_context += f"Agent: {response}\n"
        print(f"Agent: {response}\n")

Conclusion

You now have a CrewAI agent connected to Gleap through Composio's Tool Router. The agent can perform Gleap operations through natural language commands.

Next steps:

Add role-specific instructions to customize agent behavior
Plug in more toolkits for multi-app workflows
Chain tasks for complex multi-step operations

TOOLS

Supported Tools

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

Archive All Tickets

Tool to archive all tickets matching specific type and status criteria.

Archive a Ticket

Tool to archive a ticket.

Clone Engagement

Tool to clone an existing engagement.

Create a Collection

Tool to create a help center collection.

Create AI Content

Tool to create or update AI content in Gleap's knowledge base.

Create a new chat message

Creates a new chat message in a Gleap chat session.

Create a new session

Create a new user session in Gleap and associate it with a project.

Create a new team

Tool to create a new team.

Create a new ticket

Create a new support ticket in Gleap with detailed information including title, description, type, priority, status, tags, and attachments.

Create Engagement Banner

Tool to create a new engagement banner in Gleap.

Create Engagement Checklist

Tool to create a new engagement checklist.

Create Engagement Cobrowse

Tool to create a new cobrowse product tour.

Create Engagement Email

Tool to create a new engagement email in Gleap.

Create Engagement Modal

Tool to create a new engagement modal in Gleap.

Create Engagement Product Tour

Tool to create a new product tour in Gleap.

Create Engagement Push Notification

Tool to create a new push notification in Gleap.

Create Engagement Tooltip

Tool to create a new engagement tooltip in Gleap.

Create feedback item

Tool to manually create a feedback item (bug) in a Gleap project.

Create Help Center Redirect

Tool to create a new redirect for help center URLs.

Create Message Template

Tool to create a new message template in Gleap.

Create new conversation with session

Create a new conversation with a session in Gleap.

Create QA Snippet

Tool to create a QA snippet (question-answer pair) in Gleap.

Create Tracker Ticket

Tool to create a tracker ticket in Gleap.

Delete AI Content

Tool to delete AI content by content ID.

Delete AI Content Batch

Tool to delete all AI content by batchId.

Delete a User from a Project

Removes a user (team member) from a Gleap project, revoking their access.

Delete Bugs

Tool to delete a bug/ticket by ID.

Delete Engagement Banner

Tool to delete an engagement banner.

Delete Engagement Chat Message

Deletes an engagement chat message from Gleap by its ID.

Delete Engagement Checklist

Tool to delete an engagement checklist by its ID.

Delete Engagement Cobrowse

Tool to delete a cobrowse product tour by its ID.

Delete Engagement Email

Tool to delete an engagement email by its ID.

Delete Engagement Modal

Tool to delete an engagement modal from a Gleap project.

Delete Engagement News

Tool to delete an engagement news article.

Delete Engagement Product Tour

Tool to delete an engagement product tour by its ID.

Delete Engagement Push Notification

Tool to delete an engagement push notification by its ID.

Delete Engagement Surveys

Tool to delete an engagement survey.

Delete Engagement Tooltips

Tool to delete an engagement tooltip.

Delete Engagement WhatsApp Message

Tool to delete an engagement WhatsApp message by its ID.

Delete Help Center Collection

Tool to delete a help center collection by ID.

Delete Help Center Redirect

Tool to delete a help center redirect.

Delete Message

Tool to delete a message (comment) from a bug or ticket.

Delete Message Template

Tool to delete a message template.

Delete Old AI Content Batches

Delete all AI content batches except the current batch.

Delete QA Answer

Tool to delete a QA answer (snippet) from a Gleap project.

Delete project session

Tool to delete a session from a Gleap project.

Delete session

Tool to delete a session by ID.

Delete Team

Tool to delete a team by ID.

Delete Ticket

Tool to delete a ticket by ID.

Export sessions

Tool to export sessions for the authenticated project in CSV format.

Export Statistics Lists

Tool to export statistics list data as CSV from Gleap.

Generate ticket draft reply

Tool to generate an AI-powered draft reply for a ticket.

Generate tracker ticket data

Tool to generate AI-powered tracker ticket data from an existing ticket.

Get a Checklist

Tool to retrieve a specific engagement checklist by its ID.

Get a Collection

Tool to retrieve a help center collection by ID.

Get AI content

Tool to retrieve AI content by its content ID.

Get all articles

Tool to retrieve articles in a help center collection.

Get all chat messages

Retrieves all engagement chat messages from the current Gleap project.

Get All Collections

Retrieves all help center collections for the authenticated project.

Get All Invitations for a Project

Retrieves all pending invitations for a project.

Get all sessions

Retrieves all user sessions for the authenticated project.

Get All Teams

Tool to retrieve all teams.

Get All Tickets

Retrieve tickets from a Gleap project with optional filtering, sorting, and pagination.

Get All Users for a Project

Tool to retrieve all users for a project.

Get a ticket

Retrieves complete details for a specific ticket by its ID.

Get current user

Retrieves the authenticated user's profile including email, name, user type, availability status, notification preferences, and 2FA settings.

Get engagement activities count

Tool to retrieve the count of activities for a specific engagement.

Get engagement banner

Tool to retrieve an engagement banner by its ID.

Get Engagement Banners

Tool to retrieve all engagement banners from a Gleap project.

Get engagement chat message

Retrieves a specific engagement chat message by its ID.

Get Engagement Checklists

Tool to retrieve all engagement checklists for a project.

Get Engagement Cobrowse

Retrieves all cobrowse product tours for the authenticated project.

Get engagement cobrowse by ID

Tool to retrieve a specific cobrowse product tour by its ID.

Get engagement email

Retrieves a specific engagement email by its ID.

Get Engagement Emails

Tool to retrieve all engagement emails from a Gleap project.

Get engagement modal

Tool to retrieve an engagement modal by its ID.

Get Engagement Modals

Tool to retrieve all engagement modals from a Gleap project.

Get Engagement News

Tool to retrieve all engagement news articles from a Gleap project.

Get engagement news article

Retrieves a specific engagement news article by its ID.

Get a Product Tour

Tool to retrieve a specific engagement product tour by its ID.

Get Engagement Product Tours

Tool to retrieve all engagement product tours for a project.

Get engagement push notification

Retrieves a specific engagement push notification by its ID.

Get Engagement Push Notifications

Tool to retrieve all engagement push notifications from a Gleap project.

Get Engagements Activities

Tool to retrieve all activities for a specific engagement.

Get engagement recipients

Tool to find and retrieve recipients for a specific engagement.

Get engagement statistics

Tool to retrieve statistics for a specific engagement.

Get Engagement Survey

Tool to retrieve a survey by its ID.

Get Engagement Surveys

Tool to retrieve all engagement surveys from a Gleap project.

Get Survey Responses

Tool to retrieve all survey responses for a specific survey.

Get Engagement Survey Response Samples

Tool to retrieve survey response samples for a specific engagement survey.

Summarize Survey Responses

Tool to retrieve an AI-generated summary of survey responses.

Get Engagement Tooltip by ID

Tool to retrieve a specific engagement tooltip by its ID.

Get Engagement Tooltips

Tool to retrieve all engagement tooltips for the authenticated project.

Get engagement WhatsApp message

Retrieves a specific engagement WhatsApp message by its ID.

Get Help Center Sources

Retrieves all configured help center sources (knowledge base content sources) for the project.

Get Invitations

Retrieves all invitations for the authenticated user.

Get message template

Retrieves a specific message template by its ID from a Gleap project.

Get Message Templates

Retrieve all message templates for the authenticated project.

Get notification ticket

Retrieves detailed information about a Gleap ticket using its notification share token.

Get project

Retrieves complete details for a specific project by its ID.

Get Projects

Retrieves all projects accessible to the authenticated user.

Get archived bugs

Tool to retrieve archived bugs for a specific project.

Get Projects Help Center Collections

Tool to get all help center collections for a project.

Get project sessions

Tool to retrieve all sessions for a specific project.

Get Projects Tickets

Tool to retrieve all tickets from a specific Gleap project.

Get project users

Tool to get project users by project ID.

Get a session

Retrieves detailed information for a specific session by its ID.

Get session activities

Retrieves all activities for a specific session by session ID.

Get session Chargebee info

Tool to retrieve Chargebee billing information for a specific session.

Get Session Checklists

Retrieve all engagement checklists associated with a user session in Gleap.

Get session events by ID

Tool to retrieve all streamed events for a specific session by its ID.

Get session LemonSqueezy info

Tool to retrieve LemonSqueezy subscription and payment information for a specific session.

Get Session Shopify Info

Retrieve Shopify information associated with a user session in Gleap.

Get Shared Help Center Answer

Retrieves an answer to a question from the shared help center knowledge base.

Get email client bounce statistics

Tool to retrieve email client bounce statistics from Gleap.

Get Email Client Usage Statistics

Tool to retrieve email client usage statistics from Gleap.

Get email overview statistics

Tool to retrieve email overview statistics from Gleap.

Get statistics facts

Tool to retrieve fact data for various statistics from Gleap.

Get Statistics Heatmap

Retrieve heatmap data for activity patterns in Gleap.

Get Statistics Lists

Tool to retrieve statistics list data from Gleap.

Get Statistics Raw Data

Tool to retrieve raw statistics data from Gleap.

Get Tickets By Session Query

Find tickets by session query parameters such as email, userId, phone, or custom data.

Get Tickets Export

Export tickets from Gleap project with optional filtering and sorting.

Get Tickets Export Fields

Retrieve available fields for ticket export from Gleap.

Search Tickets by Term

Search for tickets using a text search term in Gleap.

Get Tickets Count

Tool to get the total count of tickets in a Gleap project.

Get current user's permissions

Tool to retrieve the current user's role permissions.

Get users unified inbox

Retrieves tickets from the unified inbox for the authenticated user.

Get users unified inbox ticket

Retrieves complete details for a specific ticket from the unified inbox by its ID.

Identify or update user

Identify or update a user's information in Gleap.

Import session

Import user sessions into Gleap for tracking and analytics.

Import sessions from Intercom

Import user sessions from Intercom into Gleap.

Indicate user typing

Tool to indicate that a user is typing in a ticket conversation.

Indicate user viewing

Tool to indicate that a user is viewing a ticket.

Link a Ticket

Tool to link a ticket.

Mark Survey Responses as Read

Tool to mark all survey responses as read for a given survey.

Merge tickets

Tool to merge multiple tickets into a single target ticket in Gleap.

How to build Gleap MCP Agent with another framework

OpenAI Agents SDK

Use Gleap MCP with OpenAI Agents SDK

Claude Agent SDK

Use Gleap MCP with Claude Agent SDK

Claude Code

Use Gleap MCP with Claude Code

Claude Cowork

Use Gleap MCP with Claude Cowork

Codex

Use Gleap MCP with Codex

OpenClaw

Use Gleap MCP with OpenClaw

Hermes

Use Gleap MCP with Hermes

CLI

Use Gleap MCP with CLI

Google ADK

Use Gleap MCP with Google ADK

LangChain

Use Gleap MCP with LangChain

Vercel AI SDK

Use Gleap MCP with Vercel AI SDK

Mastra AI

Use Gleap MCP with Mastra AI

LlamaIndex

Use Gleap MCP with LlamaIndex

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Aeroleads

Api Key

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Autobound

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Better proposals

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Better Proposals is a web-based tool for crafting and sending professional proposals. It helps teams impress clients and close deals faster with slick, easy-to-use templates.

Bidsketch

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FAQ

Frequently asked questions

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

Yes, you can. CrewAI 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 Gleap tools.

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

Start with Gleap.It takes 30 seconds.

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

Start building

Customer stories

Teams ship real agents on Composio

GET STARTED FOR FREE BOOK A DEMO

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 Gleap MCP with CrewAI

Connect Gleap without auth hassles

Introduction

Also integrate Gleap with

TL;DR

What is CrewAI?

What is the Gleap 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 Composio Tool Router session for Gleap

Initialize the MCP Server

Create a CLI Chatloop and define the Crew

Complete Code

Conclusion

Supported Tools

How to build Gleap MCP Agent with another framework

OpenAI Agents SDK

Claude Agent SDK

Claude Code

Claude Cowork

Codex

OpenClaw

Hermes

CLI

Google ADK

LangChain

Vercel AI SDK

Mastra AI

LlamaIndex

Explore Other Toolkits

Aeroleads

Autobound

Better proposals

Bidsketch

Frequently asked questions

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

Can I use Tool Router MCP with CrewAI?+

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

How safe is my data with Composio Tool Router?+

Start with Gleap.It takes 30 seconds.

Teams ship real agents on Composio