Recallai CLI for AI Agents

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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 850+ SaaS applications. With Recallai, agents can start recording your zoom meeting now, list all bots active in meetings, retrieve chat messages from today's calls, 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 Recallai automation.

Also integrate Recallai with

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 850+ 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 Recallai 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 Recallai"
  3. Complete the authentication and authorization flow and your Recallai integration is all set.
  4. Start asking anything you want.

Supported Tools & Triggers

Tools
Create botCreate a new bot.
Delete botDelete a bot by id.
List botsList all bots
List chat messagesGet list of chat messages read by the bot in the meeting(excluding messages sent by the bot itself).
Remove bot from callRemoves the bot from the meeting.
Retrieve botGet a bot instance.
Start recordingInstructs the bot to start recording the meeting.
Stop recordingInstructs the bot to end the current recording.

Universal CLI Commands for Recallai

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

Connect your Recallai account

Link your Recallai account and verify the connection:

bash
# Connect your Recallai account (opens OAuth flow)
composio connected-accounts link recallai

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

Discover Recallai tools

Search and inspect available Recallai tools:

bash
# List all available Recallai tools
composio tools list --toolkit recallai

# Search for Recallai tools by action
composio tools search "recallai"

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

Common Recallai Actions

Create bot — Create a new bot

bash
composio tools execute RECALLAI_CREATE_BOT \
  --meeting_url "<string>"

Delete bot — Delete a bot by id

bash
composio tools execute RECALLAI_DELETE_BOT \
  --id "<string>"

List bots — List all bots

bash
composio tools execute RECALLAI_LIST_BOTS

List chat messages — Get list of chat messages read by the bot in the meeting(excluding messages sent by the bot itself)

bash
composio tools execute RECALLAI_LIST_CHAT_MESSAGES \
  --bot_id "<string>"

Generate Type Definitions

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

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

# TypeScript
composio ts generate --toolkits recallai

# Python
composio py generate --toolkits recallai

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 Recallai 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

How to build Recallai MCP Agent with another framework

OpenAI Agents SDK

OpenAI Agents SDK

Use Recallai MCP with OpenAI Agents SDK

Claude Agent SDK

Claude Agent SDK

Use Recallai MCP with Claude Agent SDK

Claude Code

Claude Code

Use Recallai MCP with Claude Code

Codex

Codex

Use Recallai MCP with Codex

OpenClaw

OpenClaw

Use Recallai MCP with OpenClaw

Google ADK

Google ADK

Use Recallai MCP with Google ADK

LangChain

LangChain

Use Recallai MCP with LangChain

Vercel AI SDK

Vercel AI SDK

Use Recallai MCP with Vercel AI SDK

Mastra AI

Mastra AI

Use Recallai MCP with Mastra AI

LlamaIndex

LlamaIndex

Use Recallai MCP with LlamaIndex

CrewAI

CrewAI

Use Recallai MCP with CrewAI

FAQ

What is the Composio Universal CLI?

The Composio Universal CLI is a single command-line interface that lets coding agents and developers interact with 850+ SaaS applications. It handles authentication, tool discovery, action execution, and trigger setup — all from the terminal, without needing to configure MCP servers.

Which coding agents work with the Composio CLI?

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 Recallai and other connected apps.

How is the CLI different from using an MCP server for Recallai?

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.

How safe is my Recallai data when using the Composio CLI?

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

Used by agents from

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

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