How to integrate Bugherd MCP with Codex

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Introduction

Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Bugherd MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer.

Also integrate Bugherd with

Why use Composio?

Apart from a managed and hosted MCP server, you will get:

  • CodeAct: A dedicated workbench that allows GPT to write its code to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
  • Large tool responses: Handle them to minimise context rot.
  • Dynamic just-in-time access to 20,000 tools across 870+ other Apps for cross-app workflows. It loads the tools you need, so GPTs aren't overwhelmed by tools you don't need.

How to install Bugherd MCP in Codex

Run the setup command

Run this command in your terminal to add the Composio MCP server to Codex.

Terminal

It will initiate the authentication in a browser window, authorize Codex to access your Composio account.

Composio authentication page

(Optional) Authenticate with OAuth

To authenticate manually, run the login command to open a browser window and authorize Codex to access your Composio account.

bash
codex mcp login composio

Verify the connection

Run codex mcp list to confirm Composio appears as a registered MCP server.

bash
codex mcp list

Codex App

Codex App follows the same approach as VS Code.

  1. Click ⚙️ on the bottom left → MCP Servers → + Add servers → Streamable HTTP:
  2. Fill the header and Key fields with { "x-consumer-api-key" = "ck_*******" }.
  3. The Key is the Composio API key, that you can find on connect.composio.dev
  4. Click on Authenticate and authorize Codex to your Composio account and you're all set.
Codex App MCP setup
  1. Restart and verify if it's there in .codex/config.toml
bash
[mcp_servers.composio]
url = "https://connect.composio.dev/mcp"
http_headers = { "x-consumer-api-key" = "ck_*******" }

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

The Bugherd MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Bugherd account. It provides structured and secure access to your Bugherd workspace, so your agent can perform actions like creating tasks, managing projects, posting comments, and inviting team members—all on your behalf.

  • Visual bug reporting and task creation: Instantly add new tasks to any project, capturing detailed bug reports or website feedback directly from your team or clients.
  • Project management and workflow customization: Create new projects, add workflow columns, and delete projects when they’re no longer needed to keep your bug tracking organized and up-to-date.
  • Collaboration and discussion: Add comments to tasks, attach files, and keep all stakeholders in the loop with contextual feedback and documentation.
  • Team and guest access management: Seamlessly invite members or guests to projects so the right people can track, manage, and resolve issues together.
  • Webhook automation and notifications: Set up webhooks to receive real-time notifications for events like task creation or new comments, helping you automate downstream workflows.

Supported Tools & Triggers

Tools
Add Guest to ProjectTool to add a guest (client) to a project.
Add Member to ProjectTool to add a member to a project in bugherd.
Create AttachmentTool to add a new attachment to a task using an existing url.
Create ColumnTool to create a new column in a project.
Create CommentTool to add a new comment to a task.
Create ProjectTool to create a new project.
Create TaskTool to add a new task in a project.
Create WebhookTool to create a new webhook for real-time event notifications.
Delete ProjectTool to delete a project.
List Active ProjectsTool to list all active projects in your bugherd account.
List AttachmentsTool to list all attachments for a task.
List ColumnsTool to list all columns for a project.
List ProjectsTool to list all projects in your account.
List UsersTool to list all users in your account.
List WebhooksTool to list all installed webhooks.
Show AttachmentTool to retrieve details of a specific attachment.
Show ColumnTool to show details of a specific column.
Show OrganizationTool to retrieve your bugherd organization details.
Show ProjectTool to show details for a specific project.
Show User ProjectsTool to list all projects a specific user has access to.
Show User TasksTool to list tasks created or assigned to a specific user.
Update ColumnTool to update a column in a project.
Update ProjectTool to update settings for an existing project.
Update TaskTool to update a task in a project.
Upload AttachmentTool to upload a new attachment and add it to a specific task.

Conclusion

You've successfully integrated Bugherd with Codex using Composio's MCP server. Now you can interact with Bugherd directly from your terminal, VS Code, or the Codex App using natural language commands.

Key benefits of this setup:

  • Seamless integration across CLI, VS Code, and standalone app
  • Natural language commands for Bugherd operations
  • Managed authentication through Composio
  • Access to 20,000+ tools across 870+ apps for cross-app workflows
  • CodeAct workbench for complex tool chaining

Next steps:

  • Try asking Codex to perform various Bugherd operations
  • Explore cross-app workflows by connecting more toolkits
  • Build automation scripts that leverage Codex's AI capabilities

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FAQ

What are the differences in Tool Router MCP and Bugherd MCP?

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

Can I use Tool Router MCP with Codex?

Yes, you can. Codex 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 Bugherd tools.

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

Yes, absolutely. You can configure which Bugherd 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.

How safe is my data with Composio Tool Router?

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 Bugherd data and credentials are handled as safely as possible.

Used by agents from

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HubSpot
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