How to integrate Recruitee 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 Recruitee MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer.

Also integrate Recruitee 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 Recruitee 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 Recruitee MCP server, and what's possible with it?

The Recruitee MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Recruitee account. It provides structured and secure access to your recruitment workflow, so your agent can perform actions like managing candidates, creating notes, publishing job offers, retrieving company info, and handling tags on your behalf.

  • Automated candidate management: Quickly create new candidate profiles, retrieve detailed information, or delete candidates as your hiring process evolves.
  • Collaborative note-taking: Let your agent add notes to candidate profiles, ensuring every piece of feedback or interview insight is captured and accessible.
  • Job offer publishing and retrieval: Effortlessly generate new job offers or fetch details on published positions from your public careers site.
  • Company and job listing access: Instantly get your company ID, list all candidates, or pull a list of current published job offers for reporting and coordination.
  • Tag and label management: Enable your agent to delete outdated tags, keeping your recruitment database organized and relevant.

Supported Tools & Triggers

Tools
Create CandidateTool to create a new candidate profile.
Create NoteTool to create a new note for a candidate.
Create OfferTool to create a new job offer.
Delete CandidateTool to delete a candidate profile.
Delete TagTool to delete a tag.
Get CandidateTool to retrieve detailed information about a specific candidate.
Get CandidatesTool to retrieve a list of all candidates in the company.
Get Company IDTool to retrieve the company id of the authenticated account.
Get Company Offer PublicTool to retrieve a specific published job offer by id or slug from the public careers site api.
Get Company Offers PublicTool to get a list of published company jobs from the careers site api.
Get DepartmentsTool to retrieve a list of company departments.
Get LocationsTool to retrieve a list of company locations.
Get NotesTool to retrieve a list of notes for a specific candidate.
Get OfferTool to retrieve detailed information about a specific job offer.
Get OffersTool to retrieve a list of all job offers.
Get Pipeline StagesTool to retrieve pipeline stages of a job offer.
Get TagsTool to retrieve a list of all tags.
Update CandidateTool to update information for an existing candidate.
Update NoteTool to update an existing note for a candidate.
Update OfferTool to update information for an existing job offer.

Conclusion

You've successfully integrated Recruitee with Codex using Composio's MCP server. Now you can interact with Recruitee 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 Recruitee 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 Recruitee operations
  • Explore cross-app workflows by connecting more toolkits
  • Build automation scripts that leverage Codex's AI capabilities

How to build Recruitee MCP Agent with another framework

FAQ

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

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

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

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

Used by agents from

Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

Never worry about agent reliability

We handle tool reliability, observability, and security so you never have to second-guess an agent action.