# How to integrate Endorsal MCP with Claude Code

```json
{
  "title": "How to integrate Endorsal MCP with Claude Code",
  "toolkit": "Endorsal",
  "toolkit_slug": "endorsal",
  "framework": "Claude Code",
  "framework_slug": "claude-code",
  "url": "https://composio.dev/toolkits/endorsal/framework/claude-code",
  "markdown_url": "https://composio.dev/toolkits/endorsal/framework/claude-code.md",
  "updated_at": "2026-05-12T10:10:22.740Z"
}
```

## Introduction

Manage your Endorsal directly from Claude Code with zero worries about OAuth hassles, API-breaking issues, or reliability and security concerns.
You can do this in two different ways:
- Via [Composio Connect](https://dashboard.composio.dev/login?utm_source=toolkits&utm_medium=framework_template&utm_campaign=claude-code&utm_content=composio_connect&next=%2F~%2Forg%2Fconnect%2Fclients%2Fclaude-code) - Direct and easiest approach
- Via [Composio SDK](https://docs.composio.dev/docs?utm_source=toolkits&utm_medium=framework_template&utm_campaign=claude-code&utm_content=composio_sdk) - Programmatic approach with more control

## Also integrate Endorsal with

- [OpenAI Agents SDK](https://composio.dev/toolkits/endorsal/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/endorsal/framework/claude-agents-sdk)
- [Claude Cowork](https://composio.dev/toolkits/endorsal/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/endorsal/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/endorsal/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/endorsal/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/endorsal/framework/cli)
- [Google ADK](https://composio.dev/toolkits/endorsal/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/endorsal/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/endorsal/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/endorsal/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/endorsal/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/endorsal/framework/crew-ai)

## TL;DR

- Only one MCP URL to connect multiple apps with Claude Code with zero auth hassles.
- Programmatic tool calling allows LLMs to write its code in a remote workbench to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
- Handling Large tool responses out of LLM context to minimize context rot.
- Dynamic just-in-time access to 20,000 tools across 1000+ other Apps for cross-app workflows. It loads the tools you need, so LLMs aren't overwhelmed by tools you don't need.

## Connect Endorsal to Claude Code

### Connecting Endorsal to Claude Code using Composio
1. Add the Composio MCP to Claude

```bash
claude mcp add --scope user --transport http composio https://connect.composio.dev/mcp
```

## What is Claude Code?

Claude Code is Anthropic's command line developer tool that lets you use Claude directly inside your terminal. Instead of switching between your editor, browser, and chat, you can stay in your project folder and ask Claude to help you build, debug, refactor, and understand code right where you're working.
Key features include:
- Terminal-Native Experience: Work with Claude directly in your command line without switching contexts
- MCP Support: Built-in support for Model Context Protocol servers to extend Claude's capabilities
- Project Context: Claude understands your project structure and can read, write, and modify files
- Interactive Development: Ask questions, debug code, and get help in real-time while coding
- Multi-Platform: Works on macOS, Linux, WSL, and Windows

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

The Endorsal MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Endorsal account. It provides structured and secure access to your testimonials, contacts, and campaign data, so your agent can perform actions like collecting new testimonials, managing contacts, organizing campaigns, and displaying review widgets on your behalf.
- Automated testimonial collection and submission: Enable your agent to create and submit new customer testimonials directly into your Endorsal account, streamlining the feedback process.
- Campaign management and insights: Let your agent retrieve and list all AutoRequest campaigns, check campaign details, and monitor their status to keep your outreach efforts on track.
- Contact and testimonial organization: Easily fetch, list, and manage all contacts, as well as pull up all testimonials associated with a specific contact for better relationship tracking.
- Widget and property access: Allow your agent to fetch details of specific display widgets and properties, helping you control how testimonials are showcased on your website.
- Tag and metadata retrieval: Retrieve tag details and full testimonial metadata, so your agent can help organize, group, or analyze your customer feedback efficiently.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `ENDORSAL_ARCHIVE_CONTACT` | Archive Contact | Tool to archive a contact using its unique identifier. Use when you need to remove a contact from active use without permanently deleting it. |
| `ENDORSAL_CREATE_CONTACT` | Create Contact | Tool to create a new contact in your Endorsal account. Use when you need to add a new contact with their email, name, and company details. Optionally add the contact to an AutoRequest campaign by providing the campaign ID. |
| `ENDORSAL_CREATE_TAG` | Create Tag | Tool to create a new tag in Endorsal. Tags can be used to categorize testimonials or represent products. Use when you need to add a new organizational category or product tag. |
| `ENDORSAL_CREATE_TESTIMONIAL` | Create Testimonial | Tool to submit a new testimonial. Use when adding customer feedback to your Endorsal account after gathering input. |
| `ENDORSAL_DELETE_TAG` | Delete Tag | Tool to delete a tag using its unique identifier. Use when you need to remove a tag from the system permanently. |
| `ENDORSAL_DELETE_TESTIMONIAL` | Delete Testimonial | Tool to permanently delete a testimonial by its ID. Use when you need to remove a testimonial from your Endorsal account. This action cannot be undone. |
| `ENDORSAL_GET_AUTO_REQUEST_CAMPAIGN` | Get AutoRequest Campaign | Tool to retrieve a specific AutoRequest campaign by its unique identifier. Use when you need to fetch details of an existing AutoRequest campaign. |
| `ENDORSAL_GET_CONTACT` | Get Contact | Tool to retrieve details of a specific contact by its unique identifier. Use when you have the contact ID and need to fetch complete contact details. |
| `ENDORSAL_GET_TAG` | Get Tag | Tool to retrieve details of a specific tag by its unique identifier. Use when you have a tag ID and need full tag metadata. |
| `ENDORSAL_GET_TESTIMONIAL` | Get Testimonial | Retrieves complete details of a specific testimonial by its ID. Returns the testimonial content, author information (name, email, company, job, location), rating, approval status, and timestamps. Use this after obtaining a testimonial ID from listing endpoints or creation operations. |
| `ENDORSAL_GET_WALL_OF_LOVE` | Get Wall of Love | Retrieves the Wall of Love for a property, returning testimonials that match its configuration options. Optionally returns a fully rendered HTML widget. Use render=false (default) to get testimonial data as JSON for custom display, or render=true to get a complete HTML/CSS/JS bundle ready to embed on your website. |
| `ENDORSAL_GET_WIDGET` | Get Widget | Tool to retrieve details of a specific widget by its unique identifier. Use when you need full widget details before editing or analysis. |
| `ENDORSAL_LIST_ALL_TAGS` | List All Tags | Tool to retrieve a list of all Tag Objects across all properties in your Endorsal account. Use when you need to view all available tags regardless of property association. |
| `ENDORSAL_LIST_AUTOREQUEST_CAMPAIGNS` | List AutoRequest Campaigns | Tool to retrieve a list of all AutoRequest campaigns. Use when you need to view both active and inactive campaigns. |
| `ENDORSAL_LIST_CONTACTS` | List Contacts | Retrieves a paginated list of all contacts for a specific property in your Endorsal account. Contacts are created when testimonials are submitted or when you manually add contacts to your property. Use this action to browse your contact list, view contact details, and manage your customer database. Requires a valid property_id which can be obtained from the List Properties action. |
| `ENDORSAL_LIST_CONTACT_TESTIMONIALS` | List Contact Testimonials | Retrieves all testimonials associated with a specific contact in Endorsal. A contact in Endorsal is a person or entity that has been added to your contact list, typically through manual import, API creation, or auto-request campaigns. This action returns testimonials that have been explicitly linked to the specified contact. Note: This is different from testimonials created with an email address - those are standalone testimonials. Use List Contacts to find valid contact IDs first. Use this action when you need to view all testimonials for a particular contact, such as when displaying a contact's feedback history or generating reports. |
| `ENDORSAL_LIST_PROPERTIES` | List Properties | Tool to retrieve all properties for the authenticated account. Use after obtaining a valid API key and login. |
| `ENDORSAL_LIST_TAGS` | List Tags | Retrieves all tags associated with a specific property in Endorsal. Tags are used to categorize and organize testimonials. Use this action when you need to view available tags for a property before assigning them to testimonials, or to get a complete list of tags for filtering purposes. |
| `ENDORSAL_LIST_TAG_TESTIMONIALS` | List Tag Testimonials | Tool to retrieve all testimonials for a given tag. Use when you need to list testimonials filtered by tag ID for pagination and display. |
| `ENDORSAL_LIST_TESTIMONIALS` | List Testimonials | Retrieves a paginated list of all testimonials in your Endorsal account. Use when you need to browse testimonials, generate reports, or manage customer feedback. |
| `ENDORSAL_LIST_WIDGETS` | List Widgets | Retrieves all testimonial display widgets associated with your Endorsal account. Widgets are used to display collected testimonials on your website. This action returns basic information about each widget including its ID, name, status, and timestamps. No parameters required - retrieves all widgets for the authenticated account. Use this when you need to: - Enumerate available widgets for management or selection - Get widget IDs for use with other widget operations - Check widget statuses across your account |
| `ENDORSAL_SEARCH_CONTACTS` | Search Contacts | Tool to search contacts using query Match Objects. Returns matching Contact Objects based on field, operator, and value criteria. Use when you need to find specific contacts by email, name, company, or other fields with flexible matching operators. |
| `ENDORSAL_SEARCH_TESTIMONIALS` | Search Testimonials | Tool to search testimonials using query Match Objects. Returns matching Testimonial Objects. Use when you need to filter testimonials by specific criteria like rating, approval status, property ID, or any other testimonial field. |
| `ENDORSAL_TAG_TESTIMONIAL` | Tag Testimonial | Tool to add tag(s) to a testimonial. Use when you need to categorize or associate tags with a testimonial. Supports both existing tags (by _id) and creating new tags inline. |
| `ENDORSAL_UPDATE_CONTACT` | Update Contact | Tool to update a contact's information. Pass in fields you'd like to update using a 'fields' object. Use when you need to modify existing contact details. |
| `ENDORSAL_UPDATE_TESTIMONIAL` | Update Testimonial | Tool to update an existing testimonial. Pass in only the fields you want to update using the 'fields' object. Use this when modifying testimonial content, author information, rating, or approval status. |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

The Endorsal MCP server is an implementation of the Model Context Protocol that connects Claude Code (and other AI assistants like Claude and Cursor) directly to your Endorsal account. It provides structured and secure access so Claude can perform Endorsal operations on your behalf.
With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster.

## Step-by-step Guide

### 1. Prerequisites

Before starting, make sure you have:
- Claude Pro, Max, or API billing enabled Anthropic account
- Composio API Key
- A Endorsal account
- Basic knowledge of Python or TypeScript

### 1. Install Claude Code

To install Claude Code, use one of the following methods based on your operating system:
```bash
# macOS, Linux, WSL
curl -fsSL https://claude.ai/install.sh | bash

# Windows PowerShell
irm https://claude.ai/install.ps1 | iex

# Windows CMD
curl -fsSL https://claude.ai/install.cmd -o install.cmd && install.cmd && del install.cmd
```

### 2. Set up Claude Code

Open a terminal, go to your project folder, and start Claude Code:
- Claude Code will open in your terminal
- Follow the prompts to sign in with your Anthropic account
- Complete the authentication flow
- Once authenticated, you can start using Claude Code
```bash
cd your-project-folder
claude
```

### 3. Set up environment variables

Create a .env file in your project root with the following variables:
- COMPOSIO_API_KEY authenticates with Composio (get it from [Composio dashboard](https://dashboard.composio.dev/login?utm_source=toolkits&utm_medium=framework_template&utm_campaign=claude-code&utm_content=api_key&next=%2F~%2Forg%2Fconnect%2Fclients%2Fclaude-code))
- USER_ID identifies the user for session management (use any unique identifier)
```bash
COMPOSIO_API_KEY=your_composio_api_key_here
USER_ID=your_user_id_here
```

### 4. Install Composio library

No description provided.
```python
pip install composio-core python-dotenv
```

```typescript
npm install @composio/core dotenv
```

### 5. Generate Composio MCP URL

No description provided.
```python
import os
from composio import Composio
from dotenv import load_dotenv

load_dotenv()

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

composio_client = Composio(api_key=COMPOSIO_API_KEY)

composio_session = composio_client.create(
    user_id=USER_ID,
    toolkits=["endorsal"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url

print(f"MCP URL: {COMPOSIO_MCP_URL}")
print(f"\nUse this command to add to Claude Code:")
print(f'claude mcp add --transport http endorsal-composio "{COMPOSIO_MCP_URL}" --headers "X-API-Key:{COMPOSIO_API_KEY}"')
```

```typescript
import 'dotenv/config';
import { Composio } from '@composio/core';

const { COMPOSIO_API_KEY, USER_ID } = process.env;

if (!COMPOSIO_API_KEY || !USER_ID) {
  throw new Error('COMPOSIO_API_KEY and USER_ID required in .env');
}

const composioClient = new Composio({ apiKey: COMPOSIO_API_KEY });

const composioSession = await composioClient.create(USER_ID, {
  toolkits: ['endorsal'],
});

const composioMcpUrl = composioSession?.mcp.url;

console.log(`MCP URL: ${composioMcpUrl}`);
console.log(`\nUse this command to add to Claude Code:`);
console.log(`claude mcp add --transport http endorsal-composio "${composioMcpUrl}" --headers "X-API-Key:${COMPOSIO_API_KEY}"`);
```

### 6. Run the script and copy the MCP URL

No description provided.
```python
python generate_mcp_url.py
```

```typescript
node --loader ts-node/esm generate_mcp_url.ts
# or if using tsx
tsx generate_mcp_url.ts
```

### 7. Add Endorsal MCP to Claude Code

In your terminal, add the MCP server using the command from the previous step. The command format is:
- claude mcp add registers a new MCP server with Claude Code
- --transport http specifies that this is an HTTP-based MCP server
- The server name (endorsal-composio) is how you'll reference it
- The URL points to your Composio Tool Router session
- --headers includes your Composio API key for authentication
After running the command, close the current Claude Code session and start a new one for the changes to take effect.
```bash
claude mcp add --transport http endorsal-composio "YOUR_MCP_URL_HERE" --headers "X-API-Key:YOUR_COMPOSIO_API_KEY"

# Then restart Claude Code
exit
claude
```

### 8. Verify the installation

Check that your Endorsal MCP server is properly configured.
- This command lists all MCP servers registered with Claude Code
- You should see your endorsal-composio entry in the list
- This confirms that Claude Code can now access Endorsal tools
If everything is wired up, you should see your endorsal-composio entry listed:
```bash
claude mcp list
```

### 9. Authenticate Endorsal

The first time you try to use Endorsal tools, you'll be prompted to authenticate.
- Claude Code will detect that you need to authenticate with Endorsal
- It will show you an authentication link
- Open the link in your browser (or copy/paste it)
- Complete the Endorsal authorization flow
- Return to the terminal and start using Endorsal through Claude Code
Once authenticated, you can ask Claude Code to perform Endorsal operations in natural language. For example:
- "Add new customer testimonial from recent feedback"
- "List all active AutoRequest campaigns"
- "Show all testimonials submitted by this contact"

## Complete Code

```python
import os
from composio import Composio
from dotenv import load_dotenv

load_dotenv()

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

composio_client = Composio(api_key=COMPOSIO_API_KEY)

composio_session = composio_client.create(
    user_id=USER_ID,
    toolkits=["endorsal"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url

print(f"MCP URL: {COMPOSIO_MCP_URL}")
print(f"\nUse this command to add to Claude Code:")
print(f'claude mcp add --transport http endorsal-composio "{COMPOSIO_MCP_URL}" --headers "X-API-Key:{COMPOSIO_API_KEY}"')
```

```typescript
import 'dotenv/config';
import { Composio } from '@composio/core';

const { COMPOSIO_API_KEY, USER_ID } = process.env;

if (!COMPOSIO_API_KEY || !USER_ID) {
  throw new Error('COMPOSIO_API_KEY and USER_ID required in .env');
}

const composioClient = new Composio({ apiKey: COMPOSIO_API_KEY });

const composioSession = await composioClient.create(USER_ID, {
  toolkits: ['endorsal'],
});

const composioMcpUrl = composioSession?.mcp.url;

console.log(`MCP URL: ${composioMcpUrl}`);
console.log(`\nUse this command to add to Claude Code:`);
console.log(`claude mcp add --transport http endorsal-composio "${composioMcpUrl}" --headers "X-API-Key:${COMPOSIO_API_KEY}"`);
```

## Conclusion

You've successfully integrated Endorsal with Claude Code using Composio's MCP server. Now you can interact with Endorsal directly from your terminal using natural language commands.
Key features of this setup:
- Terminal-native experience without switching contexts
- Natural language commands for Endorsal operations
- Secure authentication through Composio's managed MCP
- Tool Router for dynamic tool discovery and execution
Next steps:
- Try asking Claude Code to perform various Endorsal operations
- Add more toolkits to your Tool Router session for multi-app workflows
- Integrate this setup into your development workflow for increased productivity
You can extend this by adding more toolkits, implementing custom workflows, or building automation scripts that leverage Claude Code's capabilities.

## How to build Endorsal MCP Agent with another framework

- [OpenAI Agents SDK](https://composio.dev/toolkits/endorsal/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/endorsal/framework/claude-agents-sdk)
- [Claude Cowork](https://composio.dev/toolkits/endorsal/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/endorsal/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/endorsal/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/endorsal/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/endorsal/framework/cli)
- [Google ADK](https://composio.dev/toolkits/endorsal/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/endorsal/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/endorsal/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/endorsal/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/endorsal/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/endorsal/framework/crew-ai)

## Related Toolkits

- [Reddit](https://composio.dev/toolkits/reddit) - Reddit is a social news platform with thriving user-driven communities (subreddits). It's the go-to place for discussion, content sharing, and viral marketing.
- [Facebook](https://composio.dev/toolkits/facebook) - Facebook is a social media and advertising platform for businesses and creators. It helps you connect, share, and manage content across your public Facebook Pages.
- [Linkedin](https://composio.dev/toolkits/linkedin) - LinkedIn is a professional networking platform for connecting, sharing content, and engaging with business opportunities. It's the go-to place for building your professional brand and unlocking new career connections.
- [Active campaign](https://composio.dev/toolkits/active_campaign) - ActiveCampaign is a marketing automation and CRM platform for managing email campaigns, sales pipelines, and customer segmentation. It helps businesses engage customers and drive growth through smart automation and targeted outreach.
- [ActiveTrail](https://composio.dev/toolkits/active_trail) - ActiveTrail is a user-friendly email marketing and automation platform. It helps you reach subscribers and automate campaigns with ease.
- [Ahrefs](https://composio.dev/toolkits/ahrefs) - Ahrefs is an SEO and marketing platform for site audits, keyword research, and competitor insights. It helps you improve search rankings and drive organic traffic.
- [Amcards](https://composio.dev/toolkits/amcards) - AMCards lets you create and mail personalized greeting cards online. Build stronger customer relationships with easy, automated card campaigns.
- [Beamer](https://composio.dev/toolkits/beamer) - Beamer is a news and changelog platform for in-app announcements and feature updates. It helps companies boost user engagement by sharing news where users are most active.
- [Benchmark email](https://composio.dev/toolkits/benchmark_email) - Benchmark Email is a platform for creating, sending, and tracking email campaigns. It's built to help you engage audiences and analyze results—all in one place.
- [Bigmailer](https://composio.dev/toolkits/bigmailer) - BigMailer is an email marketing platform for managing multiple brands with white-labeling and automation. It helps teams streamline campaigns and simplify integration with Amazon SES.
- [Brandfetch](https://composio.dev/toolkits/brandfetch) - Brandfetch is an API that delivers company logos, colors, and visual branding assets. It helps marketers and developers keep brand visuals consistent everywhere.
- [Brevo](https://composio.dev/toolkits/brevo) - Brevo is an all-in-one email and SMS marketing platform for transactional messaging, automation, and CRM. It helps businesses engage customers and streamline communications through powerful campaign tools.
- [Campayn](https://composio.dev/toolkits/campayn) - Campayn is an email marketing platform for creating, sending, and managing campaigns. It helps businesses engage contacts and grow audiences with easy-to-use tools.
- [Cardly](https://composio.dev/toolkits/cardly) - Cardly is a platform for creating and sending personalized direct mail to customers. It helps businesses break through the digital clutter by getting real engagement via physical mailboxes.
- [ClickSend](https://composio.dev/toolkits/clicksend) - ClickSend is a cloud-based SMS and email marketing platform for businesses. It streamlines communication by enabling quick message delivery and contact management.
- [Crustdata](https://composio.dev/toolkits/crustdata) - CrustData is an AI-powered data intelligence platform for real-time company and people data. It helps B2B sales teams, AI SDRs, and investors react to live business signals.
- [Curated](https://composio.dev/toolkits/curated) - Curated is a platform for collecting, curating, and publishing newsletters. It streamlines content aggregation and distribution for creators and teams.
- [Customerio](https://composio.dev/toolkits/customerio) - Customer.io is a customer engagement platform for targeted messaging across email, SMS, and push. Easily automate, segment, and track communications with your audience.
- [Cutt ly](https://composio.dev/toolkits/cutt_ly) - Cutt.ly is a URL shortening service for managing and analyzing links. Streamline your workflows with quick, trackable, and branded short URLs.
- [Demio](https://composio.dev/toolkits/demio) - Demio is webinar software built for marketers, offering both live and automated sessions with interactive features. It helps teams engage audiences and optimize lead generation through detailed analytics.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Endorsal MCP?

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

### Can I use Tool Router MCP with Claude Code?

Yes, you can. Claude Code 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 Endorsal tools.

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

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

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)
