# How to integrate Parsio.io MCP with Atomic Agent ```json { "title": "How to integrate Parsio.io MCP with Atomic Agent", "toolkit": "Parsio.io", "toolkit_slug": "parsio_io", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/parsio_io/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/parsio_io/framework/atomic-agent.md", "updated_at": "2026-08-11T13:04:49.819Z" } ``` ## 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 Parsio.io. 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 Parsio.io account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Parsio.io with - [OpenAI Agents SDK](https://composio.dev/toolkits/parsio_io/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/parsio_io/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/parsio_io/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/parsio_io/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/parsio_io/framework/codex) - [OpenClaw](https://composio.dev/toolkits/parsio_io/framework/openclaw) - [Hermes](https://composio.dev/toolkits/parsio_io/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/parsio_io/framework/google-adk) - [LangChain](https://composio.dev/toolkits/parsio_io/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/parsio_io/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/parsio_io/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/parsio_io/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/parsio_io/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/parsio_io/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/parsio_io/framework/autogen) ## TL;DR ### How Atomic Agent connects to Parsio.io 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 Parsio.io to Atomic Agent ### Connect Parsio.io 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 Parsio.io. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Parsio.io 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 Parsio.io MCP server, and what's possible with it? The Parsio.io MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Parsio.io account. It provides structured and secure access so your agent can perform Parsio.io operations on your behalf. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `PARSIO_IO_CREATE_HTML_TEXT_DOCUMENT` | Create HTML/Text Document | Tool to create and parse HTML or text documents via API. Use when you need to submit HTML or text content to a Parsio mailbox for data extraction. At least one of html or text must be provided. | | `PARSIO_IO_CREATE_MAILBOX` | Create Mailbox | Tool to create a new mailbox with a specified name. Use when you need to set up a new mailbox for email parsing in Parsio. | | `PARSIO_IO_CREATE_WEBHOOK` | Create Webhook | Tool to create a new webhook for a mailbox with specified URL, event trigger, and settings. Use when you need to register a webhook endpoint to receive automated notifications for mailbox events. | | `PARSIO_IO_DELETE_MAILBOX` | Delete Mailbox | Tool to delete a specific mailbox from your Parsio account. Use when you need to permanently remove a mailbox. | | `PARSIO_IO_DELETE_TEMPLATES` | Delete Templates | Tool to delete multiple templates by providing an array of template IDs. Use when you need to remove one or more templates from a mailbox. | | `PARSIO_IO_DELETE_WEBHOOKS` | Delete Webhooks | Tool to delete multiple webhooks from a mailbox. Use when you need to remove one or more webhook configurations by providing their IDs. | | `PARSIO_IO_DISABLE_TEMPLATES` | Disable Templates | Tool to disable multiple templates by providing an array of template IDs. Use when you need to deactivate multiple templates in a mailbox. | | `PARSIO_IO_ENABLE_TEMPLATES` | Enable Templates | Tool to enable multiple templates by providing an array of template IDs. Use when you need to activate multiple templates for use in a mailbox. | | `PARSIO_IO_GET_DOCUMENT` | Get Document | Tool to retrieve a specific document with parsed data as JSON. Use when you need to fetch details of a document by its ID. | | `PARSIO_IO_GET_MAILBOX_DETAILS` | Get Mailbox Details | Tool to retrieve details of a specific mailbox. Use when you need to fetch configuration and settings for a particular mailbox. | | `PARSIO_IO_GET_PARSED_DATA` | Get Parsed Data | Tool to get parsed data from a mailbox with optional date range filters and pagination. Use when you need to retrieve extracted information from documents that have been processed through Parsio's parsing system. | | `PARSIO_IO_GET_TEMPLATE_DETAILS` | Get Template Details | Tool to retrieve details of a specific parsing template by its ID. Use when you need to inspect a template's configuration, fields, or status. | | `PARSIO_IO_GET_WEBHOOK_DETAILS` | Get Webhook Details | Tool to retrieve details of a specific webhook by its ID. Use when you need to inspect a webhook's configuration, status, or event type. | | `PARSIO_IO_LIST_COLLECTED_EMAILS` | List Collected Emails | Tool to list all collected email addresses from a specific mailbox. Use when you need to retrieve email addresses that have been automatically collected during document parsing. The mailbox must have the 'collect_emails' setting enabled. | | `PARSIO_IO_LIST_DOCUMENTS` | List Documents | Tool to retrieve a list of documents from a specific mailbox. Use when you need to list documents with optional filtering by date range, search query, or processing status. Supports pagination for large result sets. | | `PARSIO_IO_LIST_MAILBOXES` | List Mailboxes | Tool to retrieve all mailboxes in the account. Use when you need to list all available mailboxes and their configurations. | | `PARSIO_IO_LIST_TABLE_FIELDS` | List Table Fields | Tool to list all table fields in a specific mailbox. Use when you need to view the structure of data fields available for a mailbox. | | `PARSIO_IO_LIST_TEMPLATES_IN_MAILBOX` | List Templates in Mailbox | Tool to list all parsing templates associated with a specific mailbox. Use when you need to retrieve all template configurations for a mailbox, including their enabled status and metadata. Supports pagination for mailboxes with many templates. | | `PARSIO_IO_LIST_WEBHOOKS` | List Webhooks | Tool to retrieve all webhooks configured for a specific mailbox. Use when you need to list webhooks associated with a mailbox. | | `PARSIO_IO_PARSE_DOCUMENT` | Parse Document | Tool to trigger parsing of a specific document. Use when you need to initiate parsing for a document that has already been uploaded or created in Parsio. | | `PARSIO_IO_SKIP_DOCUMENTS` | Skip Documents | Tool to skip multiple documents in a mailbox by providing document IDs. Use when you need to mark documents as skipped rather than parsing them. | | `PARSIO_IO_UPDATE_MAILBOX_SETTINGS` | Update Mailbox Settings | Tool to update mailbox settings including name, email prefix, and processing options. Use when you need to modify configuration settings for an existing mailbox. | | `PARSIO_IO_UPDATE_WEBHOOK` | Update Webhook | Tool to update an existing webhook's configuration. Use when you need to modify webhook settings like URL, event type, or activation status. | | `PARSIO_IO_UPLOAD_FILE` | Upload File | Tool to upload and parse PDF, HTML, CSV, TXT, DOCX, RTF or XML files (max 20MB) to a mailbox. Use when you need to submit a file to Parsio for automated data extraction. | ## 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 Parsio.io from Atomic Agent With your account connected, ask Atomic Agent to work with Parsio.io 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 Parsio.io MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/parsio_io/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/parsio_io/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/parsio_io/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/parsio_io/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/parsio_io/framework/codex) - [OpenClaw](https://composio.dev/toolkits/parsio_io/framework/openclaw) - [Hermes](https://composio.dev/toolkits/parsio_io/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/parsio_io/framework/google-adk) - [LangChain](https://composio.dev/toolkits/parsio_io/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/parsio_io/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/parsio_io/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/parsio_io/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/parsio_io/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/parsio_io/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/parsio_io/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 Parsio.io MCP? With a standalone Parsio.io MCP server, the agents and LLMs can only access a fixed set of Parsio.io tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Parsio.io 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 Parsio.io tools. ### Can I manage the permissions and scopes for Parsio.io while using Tool Router? Yes, absolutely. You can configure which Parsio.io 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 Parsio.io data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) ยท [Composio docs](https://docs.composio.dev/llms.txt)