# How to integrate Prismic MCP with Atomic Agent

```json
{
  "title": "How to integrate Prismic MCP with Atomic Agent",
  "toolkit": "Prismic",
  "toolkit_slug": "prismic",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/prismic/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/prismic/framework/atomic-agent.md",
  "updated_at": "2026-08-11T13:13:34.626Z"
}
```

## Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Prismic.
This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Prismic account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Prismic with

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

## TL;DR

### How Atomic Agent connects to Prismic
Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.
Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

## Connect Prismic to Atomic Agent

### Connect Prismic to Atomic Agent
- Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key.
- In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
- Ask Atomic Agent to do something in Prismic. It searches Composio for the right tool.
- On first use, open the sign-in link returned in the chat. Connect your Prismic account, then return to Atomic Agent to continue.
### Headless setup
Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

```bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY
```

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

The Prismic MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Prismic account. It provides structured and secure access to your content repository, so your agent can search, retrieve, filter, and organize content, as well as gather repository details—all without manual coding.
- Full-text and predicate-based search: Instantly ask the agent to find documents using keywords, tags, or advanced predicates for highly targeted content discovery.
- Retrieve documents by custom fields or type: Fetch content based on custom fields, document types, or tags, making it easy to surface exactly what you need from your CMS.
- Get and sort documents with advanced ordering: Let your agent return documents ordered by fields like date or title, supporting content workflows where order matters.
- Fetch detailed repository metadata: Have the agent pull repository settings, available refs, types, and supported languages for a comprehensive view of your content environment.
- Access integration fields and enriched content: Retrieve documents including data from integration fields, so your agent can work with richer, more connected content structures.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `PRISMIC_CONTENT_API_GET_DOCUMENTS_WITH_FULLTEXT_SEARCH` | Get Prismic Documents with Fulltext Search | Search Prismic documents using full-text search. Searches across all text fields in documents for the specified terms. The search is case-insensitive and matches based on root words. Automatically retrieves the current master ref. Returns paginated results ordered by relevance. |
| `PRISMIC_CONTENT_API_QUERY_DOCUMENTS` | Prismic: Query Documents | Tool to query Prismic documents using predicates and pagination. Use when you need to fetch multiple documents from a repository after obtaining a ref. |
| `PRISMIC_REPOSITORY_API_GET_INFO` | Get Prismic Repository Info | Retrieves comprehensive metadata about a Prismic repository including available refs (content versions), custom types, languages, tags, bookmarks, and API forms. This is typically the first API call made after authentication to discover repository configuration and available content endpoints. The 'refs' field is particularly important as refs are required for querying documents via the Content API. |
| `PRISMIC_TAGS_API_GET_ALL_TAGS` | Get Prismic Tags | Tool to retrieve all tags from Prismic repository. Use when you need the full list of tags for filtering or categorization. |
| `PRISMIC_TYPES_API_GET_TYPES` | Prismic: Get Custom Types | Retrieves all custom types (content models) defined in the Prismic repository. Custom types define the structure of content in Prismic. This action returns metadata about each custom type including its ID, label, structure definition (JSON schema), and whether it's repeatable. Use this to discover available content types before querying documents, or to understand the content model of a repository. Returns an empty list if no custom types are defined in the repository. |

## Supported Triggers

None listed.

## Troubleshooting

### Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

### Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

### Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection.

## Complete Code

None listed.

## Conclusion

### Use Prismic from Atomic Agent
With your account connected, ask Atomic Agent to work with Prismic in natural language. You can connect more apps through the same Composio integration as you need them.
Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo).

## How to build Prismic MCP Agent with another framework

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

## 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.
- [Archive.org](https://composio.dev/toolkits/archive_org) - Archive.org is the Internet Archive's digital library of websites, books, audio, video, and images. Use it to preserve, explore, and access historical web captures and public-domain media.
- [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.
- [Box MCP](https://composio.dev/toolkits/box_mcp) - Box MCP is Box's hosted MCP server that exposes enterprise files, folders, and metadata. It provides secure, centralized access to corporate content for search and management.
- [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.

## Frequently Asked Questions

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

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

### Can I use Tool Router MCP with Atomic Agent?

Yes, you can. Atomic Agent 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 Prismic tools.

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

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

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