# How to integrate Ragic MCP with Mastra AI ```json { "title": "How to integrate Ragic MCP with Mastra AI", "toolkit": "Ragic", "toolkit_slug": "ragic", "framework": "Mastra AI", "framework_slug": "mastra-ai", "url": "https://composio.dev/toolkits/ragic/framework/mastra-ai", "markdown_url": "https://composio.dev/toolkits/ragic/framework/mastra-ai.md", "updated_at": "2026-05-12T10:23:18.149Z" } ``` ## Introduction This guide walks you through connecting Ragic to Mastra AI using the Composio tool router. By the end, you'll have a working Ragic agent that can find all customer records updated today, search invoices with status pending payment, list project tasks assigned to john doe through natural language commands. This guide will help you understand how to give your Mastra AI agent real control over a Ragic account through Composio's Ragic MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved. ## Also integrate Ragic with - [OpenAI Agents SDK](https://composio.dev/toolkits/ragic/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/ragic/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/ragic/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/ragic/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/ragic/framework/codex) - [OpenClaw](https://composio.dev/toolkits/ragic/framework/openclaw) - [Hermes](https://composio.dev/toolkits/ragic/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/ragic/framework/cli) - [Google ADK](https://composio.dev/toolkits/ragic/framework/google-adk) - [LangChain](https://composio.dev/toolkits/ragic/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/ragic/framework/ai-sdk) - [LlamaIndex](https://composio.dev/toolkits/ragic/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/ragic/framework/crew-ai) ## TL;DR Here's what you'll learn: - Set up your environment so Mastra, OpenAI, and Composio work together - Create a Tool Router session in Composio that exposes Ragic tools - Connect Mastra's MCP client to the Composio generated MCP URL - Fetch Ragic tool definitions and attach them as a toolset - Build a Mastra agent that can reason, call tools, and return structured results - Run an interactive CLI where you can chat with your Ragic agent ## What is Mastra AI? Mastra AI is a TypeScript framework for building AI agents with tool support. It provides a clean API for creating agents that can use external services through MCP. Key features include: - MCP Client: Built-in support for Model Context Protocol servers - Toolsets: Organize tools into logical groups - Step Callbacks: Monitor and debug agent execution - OpenAI Integration: Works with OpenAI models via @ai-sdk/openai ## What is the Ragic MCP server, and what's possible with it? The Ragic MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Ragic account. It provides structured and secure access to your Ragic databases, enabling your agent to search, filter, and analyze records just like you would on the Ragic platform. - Powerful record search: Instruct your agent to quickly find specific database records using keywords, fields, or filters across your Ragic tables. - Automated data analysis: Let your agent scan through records to extract insights, summarize trends, or identify outliers without manual effort. - Custom query execution: Have the agent run tailored searches to surface exactly the information you need from your custom Ragic forms and sheets. - Real-time database lookup: Ask your agent to instantly retrieve up-to-date details from any Ragic database for reporting, decision-making, or workflow automation. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `RAGIC_DELETE_ENTRY` | Delete Entry | Tool to delete an entry from a Ragic sheet. Use when you need to remove a specific record from a sheet by its record ID. | | `RAGIC_DOWNLOAD_FILE` | Download File | Tool to download uploaded files, images, or email attachments from Ragic. Use the file reference returned from API responses (e.g., from record fields). | | `RAGIC_GET_ACTION_BUTTONS` | Get Action Buttons | Tool to retrieve the list of available action buttons on a Ragic sheet. Returns action button IDs and names. Use category=massOperation to get buttons available for mass operations. | | `RAGIC_GET_CUSTOM_PRINT_REPORT` | Get Custom Print Report | Tool to retrieve a custom print report for a Ragic record in various formats (pdf, png, docx). Use when you need to generate and download a formatted report using a specific template. | | `RAGIC_GET_ENTRY` | Get Entry | Tool to retrieve a single entry from a Ragic sheet by its record ID. Use when you need to fetch specific record data including field values and optional subtable data. | | `RAGIC_GET_RECORD_AS_PDF` | Get Record as PDF | Tool to retrieve a PDF version of a Ragic record. Use when you need to export or download a record in PDF format. The PDF will contain the full record data in a formatted document. | | `RAGIC_SEARCH_RECORDS` | Search Records | Search Records | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Ragic MCP server is an implementation of the Model Context Protocol that connects your AI agent to Ragic. It provides structured and secure access so your agent can perform Ragic operations on your behalf through a secure, permission-based interface. 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: - Node.js 18 or higher - A Composio account with an active API key - An OpenAI API key - Basic familiarity with TypeScript ### 1. Getting API Keys for OpenAI and Composio OpenAI API Key - Go to the [OpenAI dashboard](https://platform.openai.com/settings/organization/api-keys) and create an API key. - You need credits or a connected billing setup to use the models. - Store the key somewhere safe. Composio API Key - Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs). - Go to Settings and copy your API key. - This key lets your Mastra agent talk to Composio and reach Ragic through MCP. ### 2. Install dependencies Install the required packages. What's happening: - @composio/core is the Composio SDK for creating MCP sessions - @mastra/core provides the Agent class - @mastra/mcp is Mastra's MCP client - @ai-sdk/openai is the model wrapper for OpenAI - dotenv loads environment variables from .env ```bash npm install @composio/core @mastra/core @mastra/mcp @ai-sdk/openai dotenv ``` ### 3. Set up environment variables Create a .env file in your project root. What's happening: - COMPOSIO_API_KEY authenticates your requests to Composio - COMPOSIO_USER_ID tells Composio which user this session belongs to - OPENAI_API_KEY lets the Mastra agent call OpenAI models ```bash COMPOSIO_API_KEY=your_composio_api_key_here COMPOSIO_USER_ID=your_user_id_here OPENAI_API_KEY=your_openai_api_key_here ``` ### 4. Import libraries and validate environment What's happening: - dotenv/config auto loads your .env so process.env.* is available - openai gives you a Mastra compatible model wrapper - Agent is the Mastra agent that will call tools and produce answers - MCPClient connects Mastra to your Composio MCP server - Composio is used to create a Tool Router session ```typescript import "dotenv/config"; import { openai } from "@ai-sdk/openai"; import { Agent } from "@mastra/core/agent"; import { MCPClient } from "@mastra/mcp"; import { Composio } from "@composio/core"; import * as readline from "readline"; import type { AiMessageType } from "@mastra/core/agent"; const openaiAPIKey = process.env.OPENAI_API_KEY; const composioAPIKey = process.env.COMPOSIO_API_KEY; const composioUserID = process.env.COMPOSIO_USER_ID; if (!openaiAPIKey) throw new Error("OPENAI_API_KEY is not set"); if (!composioAPIKey) throw new Error("COMPOSIO_API_KEY is not set"); if (!composioUserID) throw new Error("COMPOSIO_USER_ID is not set"); const composio = new Composio({ apiKey: composioAPIKey as string, }); ``` ### 5. Create a Tool Router session for Ragic What's happening: - create spins up a short-lived MCP HTTP endpoint for this user - The toolkits array contains "ragic" for Ragic access - session.mcp.url is the MCP URL that Mastra's MCPClient will connect to ```typescript async function main() { const session = await composio.create( composioUserID as string, { toolkits: ["ragic"], }, ); const composioMCPUrl = session.mcp.url; console.log("Ragic MCP URL:", composioMCPUrl); ``` ### 6. Configure Mastra MCP client and fetch tools What's happening: - MCPClient takes an id for this client and a list of MCP servers - The headers property includes the x-api-key for authentication - getTools fetches the tool definitions exposed by the Ragic toolkit ```typescript const mcpClient = new MCPClient({ id: composioUserID as string, servers: { nasdaq: { url: new URL(composioMCPUrl), requestInit: { headers: session.mcp.headers, }, }, }, timeout: 30_000, }); console.log("Fetching MCP tools from Composio..."); const composioTools = await mcpClient.getTools(); console.log("Number of tools:", Object.keys(composioTools).length); ``` ### 7. Create the Mastra agent What's happening: - Agent is the core Mastra agent - name is just an identifier for logging and debugging - instructions guide the agent to use tools instead of only answering in natural language - model uses openai("gpt-5") to configure the underlying LLM ```typescript const agent = new Agent({ name: "ragic-mastra-agent", instructions: "You are an AI agent with Ragic tools via Composio.", model: "openai/gpt-5", }); ``` ### 8. Set up interactive chat interface What's happening: - messages keeps the full conversation history in Mastra's expected format - agent.generate runs the agent with conversation history and Ragic toolsets - maxSteps limits how many tool calls the agent can take in a single run - onStepFinish is a hook that prints intermediate steps for debugging ```typescript let messages: AiMessageType[] = []; console.log("Chat started! Type 'exit' or 'quit' to end.\n"); const rl = readline.createInterface({ input: process.stdin, output: process.stdout, prompt: "> ", }); rl.prompt(); rl.on("line", async (userInput: string) => { const trimmedInput = userInput.trim(); if (["exit", "quit", "bye"].includes(trimmedInput.toLowerCase())) { console.log("\nGoodbye!"); rl.close(); process.exit(0); } if (!trimmedInput) { rl.prompt(); return; } messages.push({ id: crypto.randomUUID(), role: "user", content: trimmedInput, }); console.log("\nAgent is thinking...\n"); try { const response = await agent.generate(messages, { toolsets: { ragic: composioTools, }, maxSteps: 8, }); const { text } = response; if (text && text.trim().length > 0) { console.log(`Agent: ${text}\n`); messages.push({ id: crypto.randomUUID(), role: "assistant", content: text, }); } } catch (error) { console.error("\nError:", error); } rl.prompt(); }); rl.on("close", async () => { console.log("\nSession ended."); await mcpClient.disconnect(); process.exit(0); }); } main().catch((err) => { console.error("Fatal error:", err); process.exit(1); }); ``` ## Complete Code ```typescript import "dotenv/config"; import { openai } from "@ai-sdk/openai"; import { Agent } from "@mastra/core/agent"; import { MCPClient } from "@mastra/mcp"; import { Composio } from "@composio/core"; import * as readline from "readline"; import type { AiMessageType } from "@mastra/core/agent"; const openaiAPIKey = process.env.OPENAI_API_KEY; const composioAPIKey = process.env.COMPOSIO_API_KEY; const composioUserID = process.env.COMPOSIO_USER_ID; if (!openaiAPIKey) throw new Error("OPENAI_API_KEY is not set"); if (!composioAPIKey) throw new Error("COMPOSIO_API_KEY is not set"); if (!composioUserID) throw new Error("COMPOSIO_USER_ID is not set"); const composio = new Composio({ apiKey: composioAPIKey as string }); async function main() { const session = await composio.create(composioUserID as string, { toolkits: ["ragic"], }); const composioMCPUrl = session.mcp.url; const mcpClient = new MCPClient({ id: composioUserID as string, servers: { ragic: { url: new URL(composioMCPUrl), requestInit: { headers: session.mcp.headers, }, }, }, timeout: 30_000, }); const composioTools = await mcpClient.getTools(); const agent = new Agent({ name: "ragic-mastra-agent", instructions: "You are an AI agent with Ragic tools via Composio.", model: "openai/gpt-5", }); let messages: AiMessageType[] = []; const rl = readline.createInterface({ input: process.stdin, output: process.stdout, prompt: "> ", }); rl.prompt(); rl.on("line", async (input: string) => { const trimmed = input.trim(); if (["exit", "quit"].includes(trimmed.toLowerCase())) { rl.close(); return; } messages.push({ id: crypto.randomUUID(), role: "user", content: trimmed }); const { text } = await agent.generate(messages, { toolsets: { ragic: composioTools }, maxSteps: 8, }); if (text) { console.log(`Agent: ${text}\n`); messages.push({ id: crypto.randomUUID(), role: "assistant", content: text }); } rl.prompt(); }); rl.on("close", async () => { await mcpClient.disconnect(); process.exit(0); }); } main(); ``` ## Conclusion You've built a Mastra AI agent that can interact with Ragic through Composio's Tool Router. You can extend this further by: - Adding other toolkits like Gmail, Slack, or GitHub - Building a web-based chat interface around this agent - Using multiple MCP endpoints to enable cross-app workflows ## How to build Ragic MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/ragic/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/ragic/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/ragic/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/ragic/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/ragic/framework/codex) - [OpenClaw](https://composio.dev/toolkits/ragic/framework/openclaw) - [Hermes](https://composio.dev/toolkits/ragic/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/ragic/framework/cli) - [Google ADK](https://composio.dev/toolkits/ragic/framework/google-adk) - [LangChain](https://composio.dev/toolkits/ragic/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/ragic/framework/ai-sdk) - [LlamaIndex](https://composio.dev/toolkits/ragic/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/ragic/framework/crew-ai) ## Related Toolkits - [Excel](https://composio.dev/toolkits/excel) - Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. 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Gain actionable insights into analytics, hosting, and content management stacks for smarter research and lead generation. - [Byteforms](https://composio.dev/toolkits/byteforms) - Byteforms is an all-in-one platform for creating forms, managing submissions, and integrating data. It streamlines workflows by centralizing form data collection and automation. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Ragic MCP? With a standalone Ragic MCP server, the agents and LLMs can only access a fixed set of Ragic tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Ragic and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Mastra AI? Yes, you can. Mastra AI 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 Ragic tools. ### Can I manage the permissions and scopes for Ragic while using Tool Router? Yes, absolutely. You can configure which Ragic 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 Ragic data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)