# How to integrate Cradl AI MCP with Hermes

```json
{
  "title": "How to integrate Cradl AI MCP with Hermes",
  "toolkit": "Cradl AI",
  "toolkit_slug": "cradl_ai",
  "framework": "Hermes",
  "framework_slug": "hermes-agent",
  "url": "https://composio.dev/toolkits/cradl_ai/framework/hermes-agent",
  "markdown_url": "https://composio.dev/toolkits/cradl_ai/framework/hermes-agent.md",
  "updated_at": "2026-08-15T17:52:39.066Z"
}
```

## Introduction

Hermes is a 24/7 autonomous agent that lives on your computer or server — it remembers what it learns and evolves as your usage grows.
This guide explains the easiest and most robust way to connect your Cradl AI account to Hermes. You can do this through either Composio Connect CLI or Composio Connect MCP. For personal use we recommend the CLI, but you won't go wrong with MCP either.

## Also integrate Cradl AI with

- [ChatGPT Work](https://composio.dev/toolkits/cradl_ai/framework/chatgpt)
- [Claude Cowork](https://composio.dev/toolkits/cradl_ai/framework/claude-cowork)

## TL;DR

### What is Composio Connect?
Composio Connect is a consumer offering that lets anyone plug 1,000+ applications directly into their agent harness — including Hermes. It can:
- Search and load tools from relevant toolkits on-demand, reducing context usage.
- Chain multiple tools to accomplish complex workflows via a remote workbench, without excessive back-and-forth with the LLM.
- Manage app authentication end-to-end with zero manual overhead.

## Connect Cradl AI to Hermes

### Integrating Cradl AI with Hermes
### Using Composio Connect CLI
1. Install the Composio CLI
Run the install script directly, or paste https://composio.dev/hermes into your Hermes chat box to have it installed for you.

```bash
curl -fsSL https://composio.dev/install | bash
```

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

The Cradl AI MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Cradl AI account. It provides structured and secure access so your agent can perform Cradl AI operations on your behalf.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `CRADL_AI_DOWNLOAD_FILE` | Download File | Download document, OCR, annotation, prediction, or run-variable content from a Cradl AI file URL returned by another Cradl AI tool. |
| `CRADL_AI_GET_AGENT_RUN` | Get Agent Run | Get the current state and outputs of one Cradl AI agent run. Poll this read-only tool until the run reaches a terminal status; it does not itself consume page quota. |
| `CRADL_AI_GET_DOCUMENT` | Get Document | Get metadata, processing links, and annotations for one Cradl AI document by ID. This read does not consume page quota. |
| `CRADL_AI_GET_PREDICTION` | Get Prediction | Get one extracted prediction, including its status, fields, errors, and downloadable output references. This read does not consume page quota. |
| `CRADL_AI_LIST_AGENT_RUNS` | List Agent Runs | List processing runs for an agent, optionally filtered by status or creation/update time. Use this to discover recent extraction jobs and their run IDs. |
| `CRADL_AI_LIST_AGENTS` | List Agents | List document-processing agents available to the connected Cradl AI workspace. Use an agent ID from this result to start an extraction run. |
| `CRADL_AI_LIST_DOCUMENTS` | List Documents | List documents in the connected Cradl AI workspace and discover document IDs and content/output file URLs. |
| `CRADL_AI_LIST_PREDICTIONS` | List Predictions | List extracted predictions, optionally filtered by model, and discover prediction IDs and output file URLs. |
| `CRADL_AI_PROCESS_DOCUMENT` | Process Document | Create a persistent Cradl agent run and document, then upload one document for asynchronous extraction in a single call. This consumes processed-page quota. It returns immediately after upload and does not poll extraction; use the composite agent_run_id only for document attachment. Poll the run with the original agent_id and returned bare run_id. Do not retry an ambiguous upload outcome automatically. |
| `CRADL_AI_START_AGENT_RUN` | Start Agent Run | Create a processing run for an existing Cradl AI agent. This creates persistent run state; attaching and processing document content against the run consumes the workspace's monthly processed-page quota. |
| `CRADL_AI_UPLOAD_DOCUMENT_TO_RUN` | Upload Document to Run | Create a document attached to a Cradl AI agent run and upload its PDF, image, or email bytes. The upload starts asynchronous processing and consumes the workspace's monthly processed-page quota. |

## Supported Triggers

None listed.

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

The Cradl AI MCP server provides comprehensive access to Cradl AI operations through Composio. Once connected, Hermes can perform all major Cradl AI actions on your behalf using natural language commands.

## Complete Code

None listed.

## Conclusion

### Way Forward
With Cradl AI connected, Hermes can now act on your behalf whenever it detects a relevant task or you ask it to.
From here, you can extend Hermes further:
- Connect more apps: Calendar, Slack, Notion, Linear, and hundreds of others are available through the same Composio Connect setup. Each new integration compounds what Hermes can do for you.
- Build workflows across tools: Once multiple apps are connected, Hermes can chain actions together — turn an email into a calendar invite, a Slack message into a Linear ticket, or a meeting note into a follow-up draft.
- Let it learn your patterns: The more you use Hermes, the better it gets at anticipating how you'd handle recurring tasks. Give it feedback on drafts and decisions, and it will adapt.
If you run into trouble or want to share what you've built, join the [community](https://discord.com/invite/composio) or check out the [Docs](https://docs.composio.dev?utm_source=toolkits&utm_medium=framework_template&utm_campaign=hermes&utm_content=docs) for deeper configuration options.

## How to build Cradl AI MCP Agent with another framework

- [ChatGPT Work](https://composio.dev/toolkits/cradl_ai/framework/chatgpt)
- [Claude Cowork](https://composio.dev/toolkits/cradl_ai/framework/claude-cowork)

## Related Toolkits

- [Google Drive](https://composio.dev/toolkits/googledrive) - Google Drive is a cloud storage platform for uploading, sharing, and collaborating on files. It's perfect for keeping your documents accessible and organized across devices.
- [Google Docs](https://composio.dev/toolkits/googledocs) - Google Docs is a cloud-based word processor that enables document creation and real-time collaboration. Its seamless sharing and version history make team editing and content management a breeze.
- [Google Super](https://composio.dev/toolkits/googlesuper) - Google Super is an all-in-one suite combining Gmail, Drive, Calendar, Sheets, Analytics, and more. It gives you a unified platform to manage your digital life, boosting productivity and organization.
- [ActiveMerge](https://composio.dev/toolkits/active_merge) - ActiveMerge is a document automation platform for generating documents, images, merged files, and e-signature workflows. It helps teams turn templates and stored files into finished, shareable documents faster.
- [Affinda](https://composio.dev/toolkits/affinda) - Affinda is an AI-powered document processing platform that automates data extraction from resumes, invoices, and more. It streamlines document-heavy workflows by turning files into structured, actionable data.
- [Agility cms](https://composio.dev/toolkits/agility_cms) - Agility CMS is a headless content management system for building and managing digital experiences across platforms. It lets teams update content quickly and deliver omnichannel experiences with ease.
- [Airparser](https://composio.dev/toolkits/airparser) - Airparser is an AI-powered parser for extracting structured data from emails, documents, PDFs, and files. It turns messy inbound content into clean fields your apps and workflows can use.
- [Algodocs](https://composio.dev/toolkits/algodocs) - Algodocs is an AI-powered platform that automates data extraction from business documents. It delivers fast, secure, and accurate processing without templates or manual training.
- [Api2pdf](https://composio.dev/toolkits/api2pdf) - Api2Pdf is a REST API for generating PDFs from HTML, URLs, and documents using powerful engines like wkhtmltopdf and Headless Chrome. It streamlines document conversion and automation for developers and businesses.
- [Aryn](https://composio.dev/toolkits/aryn) - Aryn is an AI-powered platform for parsing, extracting, and analyzing data from unstructured documents. Use it to automate document processing and unlock actionable insights from your files.
- [Boldsign](https://composio.dev/toolkits/boldsign) - Boldsign is a digital eSignature platform for sending, signing, and tracking documents online. Organizations use it to automate agreements and manage legally binding workflows efficiently.
- [Boloforms](https://composio.dev/toolkits/boloforms) - BoloForms is an eSignature platform built for small businesses, offering unlimited signatures, templates, and forms. It simplifies digital document signing and team collaboration at a predictable, fixed price.
- [Box](https://composio.dev/toolkits/box) - Box is a cloud content management and file sharing platform for businesses. It helps teams securely store, organize, and collaborate on files from anywhere.
- [Carbone](https://composio.dev/toolkits/carbone) - Carbone is a blazing-fast report generator that turns JSON data into PDFs, Word docs, spreadsheets, and more using flexible templates. It lets you automate document creation at scale with minimal code.
- [Castingwords](https://composio.dev/toolkits/castingwords) - CastingWords is a transcription service specializing in human-powered, accurate transcripts via a simple API. Get seamless audio-to-text conversion for interviews, meetings, podcasts, and more.
- [CertSeal](https://composio.dev/toolkits/cert_seal) - CertSeal is an API platform for issuing and managing verifiable digital certificates. Use it to automate trusted certificate workflows for recipients, batches, designs, and webhooks.
- [Cloudconvert](https://composio.dev/toolkits/cloudconvert) - CloudConvert is a powerful file conversion service supporting over 200 file formats. It streamlines converting, compressing, and managing documents, media, and more, all in one place.
- [Cloudlayer](https://composio.dev/toolkits/cloudlayer) - Cloudlayer is a document and asset generation service for creating PDFs and images via API or SDKs. It lets you automate high-quality doc creation, saving dev time and reducing manual work.
- [CloudPDF](https://composio.dev/toolkits/cloud_pdf) - CloudPDF is an API platform for creating, uploading, managing, and sharing PDF documents. Use it to build secure PDF workflows with webhooks, share links, and access control.
- [Cloudpress](https://composio.dev/toolkits/cloudpress) - Cloudpress is a content export tool for Google Docs and Notion. It automates publishing to your favorite Content Management Systems.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Cradl AI MCP?

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

### Can I use Tool Router MCP with Hermes?

Yes, you can. Hermes 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 Cradl AI tools.

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

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

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