# How to integrate Procfu MCP with Atomic Agent ```json { "title": "How to integrate Procfu MCP with Atomic Agent", "toolkit": "Procfu", "toolkit_slug": "procfu", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/procfu/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/procfu/framework/atomic-agent.md", "updated_at": "2026-08-11T13:13:36.191Z" } ``` ## 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 Procfu. 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 Procfu account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Procfu with - [OpenAI Agents SDK](https://composio.dev/toolkits/procfu/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/procfu/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/procfu/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/procfu/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/procfu/framework/codex) - [OpenClaw](https://composio.dev/toolkits/procfu/framework/openclaw) - [Hermes](https://composio.dev/toolkits/procfu/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/procfu/framework/google-adk) - [LangChain](https://composio.dev/toolkits/procfu/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/procfu/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/procfu/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/procfu/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/procfu/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/procfu/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/procfu/framework/autogen) ## TL;DR ### How Atomic Agent connects to Procfu 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 Procfu to Atomic Agent ### Connect Procfu 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 Procfu. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Procfu 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 Procfu MCP server, and what's possible with it? The Procfu MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Procfu account. It provides structured and secure access to advanced Podio automations, letting your agent compare arrays, generate test data, interact with Google Drive and Sheets, and even harness OpenAI for creative tasks—all on your behalf. - Automated data comparison and manipulation: Have your agent find differences, additions, deletions, or intersections between two JSON arrays to quickly analyze data changes or synchronize lists. - Google Drive file management: Direct your agent to delete files or folders from your Google Drive, streamlining cleanup and organization without manual effort. - Dynamic test data and placeholder generation: Instantly generate dummy emails, numbers, images, or addresses for testing, prototyping, or populating demo environments. - Retrieve Google Sheets data: Ask your agent to pull contents from a specific Google Sheet as an array, making it easy to process, analyze, or migrate spreadsheet data. - Conversational AI and image generation: Let your agent query OpenAI GPT for answers or generate new images from text prompts, extending automation into creative and cognitive tasks. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `PROCFU_ARRAY_DIFF_DEL` | Array Difference Deletions | Tool to return items removed when comparing two JSON arrays. Use when you have two arrays and need to know which elements were deleted. | | `PROCFU_ARRAY_DIFF_NEW` | Array Diff New | Tool to return items added in the second JSON array. Use when you need to identify new elements between two list versions. Example: Compare [1,3,4] vs [1,3,6] to get [6]. | | `PROCFU_ARRAY_DIFF_SAME` | Array Diff Same | Tool to get items present in both JSON arrays. Computes the intersection locally to avoid external API dependency. Rules: - Two items are considered equal if their JSON representations match (with sorted keys for objects). - The result contains unique items present in both arrays, preserving the order they appear in json_array_b. | | `PROCFU_ARRAY_SORT` | Array Sort | Tool to sort a JSON array of values. Use when you need to order elements ascending or descending. | | `PROCFU_COPY_PODIO_FILES_TO_FTP` | Copy Podio files to FTP | Tool to copy files matching a pattern from a Podio item to an FTP server. Use when you need to transfer specific files from Podio to an external FTP/SFTP location based on file name patterns. | | `PROCFU_DUMMY_DATA` | Generate dummy data | Tool to generate dummy data. Use when you need random emails, text, numbers, dates, people, addresses, or images for testing or placeholder data. | | `PROCFU_GOOGLE_DRIVE_DELETE` | Google Drive Delete | Tool to delete a Google Drive file or folder. Use after obtaining a valid Google Drive ID. | | `PROCFU_OPEN_AI_GPT` | Ask question to OpenAI GPT | Tool to ask a question to OpenAI GPT. Use when you need a conversational answer from GPT. | | `PROCFU_OPEN_AI_IMAGE` | Generate Image with OpenAI | Tool to generate an image via OpenAI API. Use when you need programmatic image creation from a text prompt. | | `PROCFU_SHEETS_GET` | Get Google Sheet contents as array | Tool to get sheet contents as array. Use when you need to retrieve Google Sheet data as an associative array. | | `PROCFU_SHEETS_GET_METADATA` | Get Google Sheets Metadata | Tool to retrieve metadata of a Google Sheets spreadsheet, including sheet names, IDs, and properties. Use when you need sheet-level details for a given spreadsheet ID. | | `PROCFU_UPLOAD_PODIO_ITEM_IMAGE` | Upload image to Podio item field | Tool to upload a remote image file by URL to a Podio item image field. Use when you need to attach an image from a web URL to a specific field in a Podio item. | ## 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 Procfu from Atomic Agent With your account connected, ask Atomic Agent to work with Procfu 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 Procfu MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/procfu/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/procfu/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/procfu/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/procfu/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/procfu/framework/codex) - [OpenClaw](https://composio.dev/toolkits/procfu/framework/openclaw) - [Hermes](https://composio.dev/toolkits/procfu/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/procfu/framework/google-adk) - [LangChain](https://composio.dev/toolkits/procfu/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/procfu/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/procfu/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/procfu/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/procfu/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/procfu/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/procfu/framework/autogen) ## Related Toolkits - [0CodeKit](https://composio.dev/toolkits/0codekit) - 0CodeKit is a utility API platform for AI, document, image, and data workflows. Use it to convert, validate, generate, store, and automate data without custom backend code. - [Airtop](https://composio.dev/toolkits/airtop) - Airtop is a cloud browser platform for AI-powered web automation. Use it to navigate sites, extract data, and run reusable browser workflows. - [Apify MCP](https://composio.dev/toolkits/apify_mcp) - Apify MCP is the official MCP server for Apify's web scraping and browser automation platform. Use it to run actors, collect structured web data, and automate crawling workflows. - [Apilio](https://composio.dev/toolkits/apilio) - Apilio is a home automation platform that lets you connect and control smart devices from different brands. It helps you build flexible automations with complex conditions, schedules, and integrations. - [Basin](https://composio.dev/toolkits/basin) - Basin is a no-code form backend for quickly setting up reliable contact forms. It lets you collect and manage form submissions without writing any server-side code. - [Bika.ai](https://composio.dev/toolkits/bika) - Bika.ai is an AI automation database platform for managing spaces, teams, records, automations, and outgoing webhooks. It helps teams organize structured data and automate database-driven workflows in one place. - [Botster](https://composio.dev/toolkits/botster) - Botster is a web automation service for running configurable data collection bots. Use it to collect structured web data without building and maintaining scrapers yourself. - [Bouncer](https://composio.dev/toolkits/bouncer) - Bouncer is an email validation platform that verifies the authenticity of email addresses in real-time and batch. It helps boost deliverability and reduce bounce rates for your communications. - [BrowserAct](https://composio.dev/toolkits/browseract) - BrowserAct is a hosted browser-automation service for running web workflows. Use it to execute repeatable browser tasks with templates, proxies, and APIs. - [Celigo](https://composio.dev/toolkits/celigo) - Celigo is an integration platform as a service for connecting apps, data, and business workflows. It helps teams automate cross-system processes without building every integration from scratch. - [CheckFlow](https://composio.dev/toolkits/checkflow) - CheckFlow is a workflow and checklist platform for repeatable processes, tasks, templates, teams, data sets, and automation. Use it to standardize operations, track process execution, and keep teams aligned. - [Conveyor](https://composio.dev/toolkits/conveyor) - Conveyor is a platform that automates security reviews with a Trust Center and AI-driven questionnaire automation. It streamlines compliance and vendor security processes for faster, hassle-free reviews. - [Cronfree Time Scheduler](https://composio.dev/toolkits/cronfree_time_scheduler) - Cronfree Time Scheduler is an API-based scheduler for recurring webhook calls. Use it to create and remove timezone-aware schedules without running cron. - [Crowdin](https://composio.dev/toolkits/crowdin) - Crowdin is a localization management platform that streamlines translation workflows and collaboration. It helps teams centralize multilingual content, boost productivity, and automate translation processes. - [Databox](https://composio.dev/toolkits/databox) - Databox is a business analytics platform that connects your data from any tool and device. It helps you track KPIs, build dashboards, and discover actionable insights. - [Detrack](https://composio.dev/toolkits/detrack) - Detrack is a delivery management platform for real-time tracking and proof of delivery. It helps businesses automate notifications and keep customers updated every step of the way. - [Dify](https://composio.dev/toolkits/dify) - Dify is a platform for running and managing published workflow apps via a Service API. Use it to execute workflows and inspect configuration and run history quickly. - [Digital Humani](https://composio.dev/toolkits/digital_humani) - Digital Humani is a reforestation API for browsing planting projects, submitting tree requests, and tracking planted trees. It helps teams connect climate action directly to products, campaigns, and customer experiences. - [Dnsfilter](https://composio.dev/toolkits/dnsfilter) - Dnsfilter is a cloud-based DNS security and content filtering solution. It helps organizations block online threats and manage safe internet access with ease. - [EnforcedFlow](https://composio.dev/toolkits/enforcedflow) - EnforcedFlow is a work routing platform for advanced round-robin groups, agent criteria, availability, and email assignments. It helps teams distribute work fairly and quickly using configurable assignment rules. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Procfu MCP? With a standalone Procfu MCP server, the agents and LLMs can only access a fixed set of Procfu tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Procfu 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 Procfu tools. ### Can I manage the permissions and scopes for Procfu while using Tool Router? Yes, absolutely. You can configure which Procfu 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 Procfu data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)