Cursor CLI for AI Agents

CLIs are eating MCPs. The industry is converging on the very same idea. MCPs for all their merit can be token hungry, slow, and unreliable for complex tool chaining. However, coding agents have become incredibly good at working with CLIs, and in fact they are far more comfortable working with CLI tools than MCP. With Composio's Universal CLI, your coding agents can talk to over 1000+ SaaS applications. With Cursor, agents can list all active cloud agents for this project, show recent code changes tracked by cursor, summarize analytics for your team's workspace, and more — all without worrying about authentication. This guide walks you through Composio Universal CLI and explains how you can connect it with coding agents like Claude Code, Codex, OpenCode, etc, for end-to-end Cursor automation.

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Api Key

Cursor is an AI-powered code editor built on VSCode. It delivers smart, collaborative coding with integrated analytics and agent support.

5 Tools

Introduction

CLIs are eating MCPs. The industry is converging on the very same idea. MCPs for all their merit can be token hungry, slow, and unreliable for complex tool chaining. However, coding agents have become incredibly good at working with CLIs, and in fact they are far more comfortable working with CLI tools than MCP.

With Composio's Universal CLI, your coding agents can talk to over 1000+ SaaS applications. With Cursor, agents can list all active cloud agents for this project, show recent code changes tracked by cursor, summarize analytics for your team's workspace, and more — all without worrying about authentication.

This guide walks you through Composio Universal CLI and explains how you can connect it with coding agents like Claude Code, Codex, OpenCode, etc, for end-to-end Cursor automation.

Also integrate Cursor with

ChatGPTOpenAI Agents SDKClaude Agent SDKClaude CodeClaude CoworkCodexOpenCodeCursorVS CodeOpenClawHermesGoogle ADKLangChainVercel AI SDKMastra AILlamaIndexCrewAI

What is Universal CLI and why use it?

The idea behind building the universal CLI is to give agents a single command interface to interact with all your external applications. Here's what you'll get with it:

  • Agent-friendly: Coding agents like Claude Code, Codex, and OpenCode can use CLI tools natively — no MCP setup required.
  • Authentication handled: Connect once via OAuth or API Key, and all CLI commands work with your credentials automatically.
  • Tool discovery: Search, inspect, and execute 20,000+ tools across 1000+ apps from one interface.
  • Trigger support: Use triggers to listen for events across your apps, powered by real-time webhooks or polling under the hood.
  • Type generation: Generate typed schemas for autocomplete and type safety in your projects.

Prerequisites

Install the Composio CLI, authenticate, and initialize your project:

bash
# Install the Composio CLI
curl -fsSL https://composio.dev/install | bash

# Authenticate with Composio
composio login

During login you'll be redirected to sign in page, finish the complete flow and you're all set.

Composio CLI authentication flow

Connecting Cursor to Coding Agents via Universal CLI

Once it is installed, it's essentially done. Claude Code, Codex, OpenCode, OpenClaw, or any other agent will be able to access the CLI. A few steps to give agents access to your apps.

  1. Launch your Coding Agent — Claude Code, Codex, OpenCode, anything you prefer.
  2. Prompt it to "Authenticate with Cursor"
  3. Complete the authentication and authorization flow and your Cursor integration is all set.
  4. Start asking anything you want.

Universal CLI Commands for Cursor

You can also manually execute CLI commands to interact with your Cursor.

Connect your Cursor account

Link your Cursor account and verify the connection:

bash
# Connect your Cursor account (opens OAuth flow)
composio connected-accounts link cursor

# Verify the connection
composio connected-accounts list --toolkits cursor

Discover Cursor tools

Search and inspect available Cursor tools:

bash
# List all available Cursor tools
composio tools list --toolkit cursor

# Search for Cursor tools by action
composio tools search "cursor"

# Inspect a tool's input schema
composio tools info CURSOR_GET_AGENT_CONVERSATION

Common Cursor Actions

Get Agent Conversation — Tool to retrieve the conversation history for a specific cloud agent

bash
composio tools execute CURSOR_GET_AGENT_CONVERSATION \
  --id "bc-550e8400-e29b-41d4-a716-446655440000"

Get API Key Info — Tool to retrieve API key information including the key name, creation date, and owner email

bash
composio tools execute CURSOR_GET_ME

List Agents — Tool to retrieve a paginated list of all Cursor Cloud agents

bash
composio tools execute CURSOR_LIST_AGENTS \
  --limit "20" \
  --cursor "bc_xyz789"

List Available Models — Tool to retrieve the list of available AI models in Cursor

bash
composio tools execute CURSOR_LIST_MODELS

Generate Type Definitions

Generate typed schemas for Cursor tools to get autocomplete and type safety in your project:

bash
# Auto-detect language
composio generate --toolkits cursor

# TypeScript
composio ts generate --toolkits cursor

# Python
composio py generate --toolkits cursor

Tips & Tricks

  • Always inspect a tool's input schema before executing: composio tools info <TOOL_NAME>
  • Pipe output with jq for better readability: composio tools execute TOOL_NAME -d '{}' | jq
  • Set COMPOSIO_API_KEY as an environment variable for CI/CD pipelines
  • Use composio dev logs tools to inspect execution logs and debug issues

Next Steps

  • Try asking your coding agent to perform various Cursor operations
  • Explore cross-app workflows by connecting more toolkits
  • Set up triggers for real-time automation
  • Use composio generate for typed schemas in your projects
TOOLS

Supported Tools

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

Get Agent Conversation

Tool to retrieve the conversation history for a specific cloud agent.

Get API Key Info

Tool to retrieve API key information including the key name, creation date, and owner email.

List Agents

Tool to retrieve a paginated list of all Cursor Cloud agents.

List Available Models

Tool to retrieve the list of available AI models in Cursor.

List GitHub Repositories

Tool to list GitHub repositories accessible to the authenticated user.

FRAMEWORKS

How to build Cursor MCP Agent with another framework

ChatGPT logo

ChatGPT

Use Cursor MCP with ChatGPT

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Cursor MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Cursor MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Cursor MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Cursor MCP with Claude Cowork

Codex logo

Codex

Use Cursor MCP with Codex

Cursor logo

Cursor

Use Cursor MCP with Cursor

OpenClaw logo

OpenClaw

Use Cursor MCP with OpenClaw

Hermes logo

Hermes

Use Cursor MCP with Hermes

Google ADK logo

Google ADK

Use Cursor MCP with Google ADK

LangChain logo

LangChain

Use Cursor MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Cursor MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Cursor MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Cursor MCP with LlamaIndex

CrewAI logo

CrewAI

Use Cursor MCP with CrewAI

OpenCode logo

OpenCode

Use Cursor MCP with OpenCode

VS Code logo

VS Code

Use Cursor MCP with VS Code

FAQ

Frequently asked questions

The Composio Universal CLI is a single command-line interface that lets coding agents and developers interact with 1000+ SaaS applications. It handles authentication, tool discovery, action execution, and trigger setup — all from the terminal, without needing to configure MCP servers.

Any coding agent that can run shell commands works with the Composio CLI — including Claude Code, Codex, OpenCode, OpenClaw, and others. Once the CLI is installed, agents automatically discover and use the composio commands to interact with Cursor and other connected apps.

MCP servers require configuration and can be token-heavy for complex workflows. The CLI gives agents a direct, lightweight interface — no server setup needed. Agents simply call composio commands like any other shell tool. It's faster to set up, more reliable for multi-step tool chaining, and works natively with how coding agents already operate.

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 Cursor data and credentials are handled as safely as possible. You can also bring your own OAuth credentials for full control.

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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.

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