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How to integrate Excel MCP with Mastra AI

Connect Mastra AI to Excel MCP. Add sales data row to q2 table, create bar chart from revenue column, and more using natural language, with authentication handled for you.

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Excel

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Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. It's the go-to tool for calculations, reporting, and flexible data management.

125 Tools

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Introduction

This guide walks you through connecting Excel to Mastra AI using the Composio tool router. By the end, you'll have a working Excel agent that can create workbooks and worksheets, read and update cell ranges, add rows to tables, build charts, and sort and filter data through natural language commands.

This guide will help you understand how to give your Mastra AI agent real control over a Excel account through Composio's Excel MCP server.

Before we dive in, let's take a quick look at the key ideas and tools involved.

For exact tool slugs and parameter tables, see the tool catalog in the Composio docs.

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 Excel tools
Connect Mastra's MCP client to the Composio generated MCP URL
Fetch Excel 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 Excel 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 Excel MCP server, and what's possible with it?

The Excel MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Excel account. It provides structured and secure access to your spreadsheets, so your agent can perform actions like adding data, creating tables, managing worksheets, generating charts, and sharing workbooks on your behalf.

Automated data entry and updates: Let your agent add rows, columns, or clear specific ranges in any worksheet—keeping your data fresh, organized, and accurate.
Effortless table and worksheet management: Direct your agent to create tables, add new worksheets, or organize data structures for seamless tracking and reporting.
Dynamic chart generation: Have your agent visualize your data instantly by adding charts to any worksheet for quick insights and analysis.
Advanced filtering and sorting: Ask your agent to apply filters or custom sorts to tables, making it easy to focus on what matters most in your datasets.
Secure sharing and permission control: Empower your agent to grant access or update permissions on workbooks, ensuring your team can collaborate safely and efficiently.

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

Composio's Composio SDK helps agents find the right tools for a task at runtime. You can plug in multiple toolkits (like Gmail, HubSpot, and GitHub), and the agent will identify the relevant app and action to complete multi-step workflows. This can reduce token usage and improve the reliability of tool calls. Read more here: Getting started with Composio SDK

The tool router generates a secure MCP URL that your agents can access to perform actions.

How the Composio SDK works

The Composio SDK follows a three-phase workflow:

Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Step by step09 STEPS

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

Getting API Keys for OpenAI and Composio

OpenAI API Key

Go to the OpenAI dashboard 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.
Go to Settings and copy your API key.
This key lets your Mastra agent talk to Composio and reach Excel through MCP.

Install dependencies

bash

npm install @composio/core @mastra/core @mastra/mcp @ai-sdk/openai dotenv

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

Set up environment variables

bash

COMPOSIO_API_KEY=your_composio_api_key_here
COMPOSIO_USER_ID=your_user_id_here
OPENAI_API_KEY=your_openai_api_key_here

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

Import libraries and validate environment

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,
});

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

Create a Tool Router session for Excel

typescript

async function main() {
  const session = await composio.create(
    composioUserID as string,
    {
      toolkits: ["excel"],
    },
  );

  const composioMCPUrl = session.mcp.url;
  console.log("Excel MCP URL:", composioMCPUrl);

What's happening:

create spins up a short-lived MCP HTTP endpoint for this user
The toolkits array contains "excel" for Excel access
session.mcp.url is the MCP URL that Mastra's MCPClient will connect to

Configure Mastra MCP client and fetch tools

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);

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 Excel toolkit

Create the Mastra agent

typescript

const agent = new Agent({
    name: "excel-mastra-agent",
    instructions: "You are an AI agent with Excel tools via Composio.",
    model: "openai/gpt-5",
  });

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

Set up interactive chat interface

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: {
        excel: 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);
});

What's happening:

messages keeps the full conversation history in Mastra's expected format
agent.generate runs the agent with conversation history and Excel 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

Complete Code

Here's the complete code to get you started with Excel and Mastra AI:

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: ["excel"],
  });

  const composioMCPUrl = session.mcp.url;

  const mcpClient = new MCPClient({
    id: composioUserID as string,
    servers: {
      excel: {
        url: new URL(composioMCPUrl),
        requestInit: {
          headers: session.mcp.headers,
        },
      },
    },
    timeout: 30_000,
  });

  const composioTools = await mcpClient.getTools();

  const agent = new Agent({
    name: "excel-mastra-agent",
    instructions: "You are an AI agent with Excel 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: { excel: 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 Excel 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

TOOLS

Supported Tools

Every Excel action and event your agent gets out of the box.

Add Chart

Add a chart to a worksheet using Microsoft Graph API.

Add Named Item

Add a workbook- or worksheet-scoped named item using an invariant reference or a local formula.

Add SharePoint Worksheet

Add a new worksheet to an Excel workbook in a SharePoint site's default drive using Microsoft Graph.

Add Table

Create a new table in a worksheet using the Microsoft Graph API.

Add Table Column

Add a column to a table using Microsoft Graph API.

Add Table Row

Add a row to a table using Microsoft Graph API.

Add Workbook Permission

Tool to grant access to a workbook via invite.

Add Worksheet

Add a new worksheet to an Excel workbook using Microsoft Graph API.

Apply Table Filter

Apply a filter to a table column using Microsoft Graph API.

Apply Table Sort

Apply a sort to a table using Microsoft Graph API.

Autofit Range

Autofit columns or rows intersecting a workbook range.

Calculate Workbook Function

Run one allowlisted Microsoft Graph v1.

Calculate Excel Workbook

Clear Range

Tool to clear values, formats, or contents in a specified worksheet range.

Clear Table Filter

Clear a filter from a table column using Microsoft Graph API.

Clear All Table Filters

Clear Table Sort

Close Excel Session

Tool to close an existing Excel workbook session.

Convert Table To Range

Convert a table to a range using Microsoft Graph API.

Copy Drive Item

Create a non-destructive asynchronous copy of a file or folder.

Create Comment

Create a plain-text Excel cell comment through Microsoft Graph beta.

Create Folder

Create a folder under a parent Microsoft Graph drive item.

Create Upload Session

Create a resumable upload session at a drive-root path.

Create Workbook

Tool to create a new Excel workbook file at a specified drive path.

Create Workbook Sharing Link

Create or retrieve an application-owned sharing link for a workbook.

Delete Drive Item

Move a OneDrive or SharePoint drive item to the recycle bin by item ID.

Delete Named Item

Permanently delete a workbook-scoped named item; this cannot be undone.

Delete Range

Delete worksheet cells and shift the remaining cells up or left.

Delete Table

Permanently delete an Excel table by its ID or name.

Delete Table Column

Delete a column from a table using Microsoft Graph API.

Delete Table Row

Delete a row from a table using Microsoft Graph API.

Delete Worksheet

Tool to delete a worksheet from the workbook.

Download Workbook

Download an Excel workbook in its original file format.

Export Workbook to PDF

Export an Excel workbook to PDF using Microsoft Graph format conversion, returning a download URL.

Get Excel Application

Get chart

Get Chart Axis

Tool to retrieve a specific axis from a chart.

Get chart component

Retrieve one Excel chart component: chart title, axis title, supported gridlines, axis font, or supported line format.

Get Chart Data Labels

Tool to retrieve the data labels object of a chart.

Get chart image

Render an Excel chart as a base64-encoded image.

Get Chart Legend

Tool to retrieve the legend object of a chart.

Get chart point

Get chart series

Get Comment

Retrieve one workbook comment by its exact ID.

Get Comment Reply

Retrieve one reply to a workbook comment by its exact ID.

Get Derived Range

Return a range derived from another range by navigation or geometry.

Get Drive Item

Retrieve OneDrive or SharePoint drive item metadata by exact ID or path.

Get Named Item

Retrieve a workbook-scoped named item by exact name.

Get Named Item Range

Retrieve the Excel range of a range-valued workbook-scoped named item.

Get Excel Operation Status

Get the status of an asynchronous Excel workbook operation by its operation ID.

Get Pivot Table

Get Projected Worksheet Subresource

Read selected properties from a worksheet range, its used range, or worksheet protection.

Get Range

Get a range from a worksheet using Microsoft Graph API.

Get Range Format

Read one formatting component from a workbook range.

Create Excel Session

Create a session for an Excel workbook using Microsoft Graph API.

Get SharePoint Range

Get a range from a worksheet in SharePoint using Microsoft Graph Sites API.

Get SharePoint Worksheet

Get a worksheet by name or ID from an Excel workbook in a SharePoint site's default drive using Microsoft Graph.

Get Table

Retrieve one workbook- or worksheet-addressed table by ID or exact name.

Get table column

Tool to retrieve a specific column from a workbook table.

Get Table Column Cell

Read one cell by row within a selected table column's data body.

Get Table Column Range

Get Table Range

Get Table Row

Get Table Row Range

Get Table Sort

Get Visible Range

Read cells visible after worksheet filtering.

Get workbook

Retrieve a workbook's relationships, including comments, named items, operations, tables, and worksheets, with optional relationship expansion.

Get Worksheet

Get a worksheet by name or ID from an Excel workbook using Microsoft Graph API.

Get Worksheet Protection

Get Worksheet Row Range

Read a zero-based worksheet row across the column bounds of the worksheet's values-only used range.

Get Worksheet Used Range

Tool to retrieve a worksheet's used range (active data region) without specifying a fixed range address.

Insert Range

Tool to insert a new cell range into a worksheet, shifting existing cells down or right.

List chart points

List Charts

List charts in a worksheet using Microsoft Graph API.

List Chart Series

List a page of data series names in a chart, with a next-page link when more results are available.

List Comment Replies

List replies to one workbook comment.

List Comments

List a page of comments in an Excel workbook using Microsoft Graph.

List Drive Item Children

Tool to list immediate children (files/folders) of a folder DriveItem using driveId and itemId.

List Drive Item Versions

List retained versions of a OneDrive or SharePoint workbook file.

List Drive Files

List files and folders in a drive root or specified path.

List Named Items

List named items in a workbook using Microsoft Graph.

List Pivot Tables

List SharePoint Tables

List tables in a worksheet of an Excel workbook stored in a SharePoint site's default drive using Microsoft Graph.

List SharePoint Worksheets

List worksheets in an Excel workbook stored in SharePoint using Microsoft Graph Sites API.

List Site Lists

List SharePoint lists in a known Microsoft Graph site.

List Table Columns

List columns in a table using Microsoft Graph API.

List Table Rows

List rows in a table using Microsoft Graph API.

List Tables

List tables in a specified Excel worksheet using Microsoft Graph API.

List Workbook Permissions

Tool to list permissions set on the workbook file.

List Workbook Tables

List tables across a workbook without requiring a worksheet identifier.

List Worksheets

List worksheets in an Excel workbook using Microsoft Graph API.

Merge Cells

Merge cells in a worksheet range using Microsoft Graph API.

Protect Worksheet

Tool to protect a worksheet using optional protection options.

Reapply All Table Filters

Reapply Table Sort

Refresh Pivot Tables

Refresh Excel Session

Resolve Shared Workbook

Resolve a Microsoft Graph share token, shareId, or raw sharing URL to DriveItem metadata.

Revoke Workbook Permission

Remove a non-inherited sharing permission from a workbook.

Run Graph Mutation Batch

Create, update, or delete drive or workbook resources in up to 20 requests; inspect every subresponse status because individual mutations can fail.

Run Graph Read Batch

Read drive or workbook data in up to 20 GET requests; inspect every subresponse status because individual requests can fail.

Search Drive Files

Search OneDrive drive items by query and return files, optionally filtered by extension, to discover Excel workbook IDs.

Search Microsoft 365 Content

Search OneDrive and SharePoint content using Microsoft Search.

Search Sites

Search SharePoint sites by free-text query for workbook discovery.

Set chart data

Replace an Excel chart's source range and optionally choose whether rows or columns define its series.

Set chart position

Sort Range

Sort a range in a worksheet using Microsoft Graph API.

Unmerge Range

Split a merged worksheet range back into separate cells.

Unprotect Worksheet

Remove protection from a worksheet so it can be edited again.

Update Chart

Update a chart in a worksheet using Microsoft Graph API.

Update chart component

Update one Excel chart component: an axis, data labels, chart title, axis title, supported gridlines, axis font, fill, or supported line format.

Update Chart Legend

Update a chart legend's visibility, position, or overlay setting.

Update chart series

Rename one Excel chart series by ID or zero-based collection position.

Update Drive Item

Rename, move within the same drive, or update client timestamps for a DriveItem by stable ID.

Update Named Item

Update a workbook named item's visibility or comment.

Update Range

Update cell values in a specified worksheet range using Microsoft Graph API.

Update Range Format

Update exactly one formatting component on a workbook range.

Update SharePoint Range

Update values in a worksheet range in an Excel workbook stored in a SharePoint site's default drive using Microsoft Graph.

Update Table

Update an Excel workbook table's name, header visibility, totals visibility, or style using Microsoft Graph.

Update Table Column

Update the name or values of an Excel table column.

Update Table Column Range

Update raw values in a table column's data-body cells by zero-based index.

Update Table Row

Update Worksheet

Update worksheet properties (name, position) in an Excel workbook using Microsoft Graph API.

Upload Workbook from URL

Tool to upload an external Excel file from a URL into OneDrive/SharePoint.

Who Am I

Return the identity (email, name) of the connected Excel (Microsoft) account.

FRAMEWORKS

How to build Excel MCP Agent with another framework

Claude Code

Use Excel MCP with Claude Code

Cursor

Use Excel MCP with Cursor

ChatGPT

Use Excel MCP with ChatGPT

Claude Cowork

Use Excel MCP with Claude Cowork

Antigravity

Use Excel MCP with Antigravity

OpenAI Agents SDK

Use Excel MCP with OpenAI Agents SDK

Claude Agent SDK

Use Excel MCP with Claude Agent SDK

Grok Bot

Use Excel MCP with Grok Bot

Codex

Use Excel MCP with Codex

Kimi Code

Use Excel MCP with Kimi Code

Grok Build

Use Excel MCP with Grok Build

VS Code

Use Excel MCP with VS Code

OpenCode

Use Excel MCP with OpenCode

OpenClaw

Use Excel MCP with OpenClaw

Hermes

Use Excel MCP with Hermes

Atomic Agent

Use Excel MCP with Atomic Agent

CLI

Use Excel MCP with CLI

Google ADK

Use Excel MCP with Google ADK

LangChain

Use Excel MCP with LangChain

Vercel AI SDK

Use Excel MCP with Vercel AI SDK

LlamaIndex

Use Excel MCP with LlamaIndex

CrewAI

Use Excel MCP with CrewAI

Pydantic AI

Use Excel MCP with Pydantic AI

AutoGen

Use Excel MCP with AutoGen

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Firecrawl

Api Key

Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources.

Tavily

Api Key

Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research.

Exa

Api Key

Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows.

Serpapi

Api Key

SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research.

FAQ

Frequently asked questions

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

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 Excel tools.

Yes, absolutely. You can configure which Excel 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.

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 Excel data and credentials are handled as safely as possible.

Start with Excel.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Excel tool your agent needs.Free to start.

Start building

How to integrate Excel MCP with Mastra AI

Connect Excel without auth hassles

Introduction

Also integrate Excel with

TL;DR

What is Mastra AI?

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

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

How the Composio SDK works

Step-by-step Guide

Prerequisites

Getting API Keys for OpenAI and Composio

Install dependencies

Set up environment variables

Import libraries and validate environment

Create a Tool Router session for Excel

Configure Mastra MCP client and fetch tools

Create the Mastra agent

Set up interactive chat interface

Complete Code

Conclusion

Supported Tools

How to build Excel MCP Agent with another framework

Claude Code

Cursor

ChatGPT

Claude Cowork

Antigravity

OpenAI Agents SDK

Claude Agent SDK

Grok Bot

Codex

Kimi Code

Grok Build

VS Code

OpenCode

OpenClaw

Hermes

Atomic Agent

CLI

Google ADK

LangChain

Vercel AI SDK

LlamaIndex

CrewAI

Pydantic AI

AutoGen

Explore Other Toolkits

Firecrawl

Tavily

Exa

Serpapi

Frequently asked questions

What are the differences in Tool Router MCP and Excel MCP?

Can I use Tool Router MCP with Mastra AI?

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

How safe is my data with Composio Tool Router?

Start with Excel.It takes 30 seconds.