Connect AI Agents to Your Data
Use MCP (Model Context Protocol) to connect Claude, ChatGPT, and Cursor directly to your datasets. Available October 26, 2025. Simple setup: just paste a URL and login. Query data, create analyses, and get insights without leaving your AI chat interface.
See MCP Integration in Action
Watch how Claude and ChatGPT can query your data through MCP. Natural language questions, instant insights.
What were my top 5 products by revenue last month?
agents-for-data.query_dataset({ dataset: "sales_data", query: "top products by revenue" })How It Works
Natural Language
Ask questions in plain English. No need to learn SQL or complex query syntax.
MCP Protocol
AI agents access your data securely through OAuth. Only what you authorize.
Instant Insights
Get answers in seconds. Query, analyze, and visualize without leaving your AI chat.
Overview
MCP (Model Context Protocol) integration connects AI agents like Claude Desktop, ChatGPT, and Cursor to your Agents for Data workspace. Ask questions about your datasets in natural language and get instant insights—all without leaving your AI chat interface.
Setup is Simple:
- Copy and paste the MCP URL into your AI app
- Click to login when prompted
- Authorize access via OAuth in your browser
- Start asking questions immediately
What You Can Do:
- Query your datasets with natural language
- Create and manage datasets via AI commands
- Generate charts and visualizations
- Run SQL queries through AI assistance
- Analyze data without switching apps
Secure by Design:
- OAuth authentication for secure access
- AI agents only access data you explicitly authorize
- No API keys or credentials stored in AI apps
- Revoke access anytime from workspace settings
Coming October 26, 2025: MCP integration will be available for Claude Desktop, ChatGPT, and Cursor with more platforms coming soon.
Benefits
Natural Language Queries
Ask questions in plain English. No SQL knowledge required. AI agents understand what you want and query your data accordingly.
OAuth Security
Connect via OAuth 2.0 for secure authentication. AI agents only access data you authorize with granular permission controls.
Instant Insights
Get answers in seconds without switching apps. Query, analyze, and visualize data directly in Claude, ChatGPT, or Cursor.
Developer-Friendly
Cursor integration lets you query data while coding. Access datasets, run SQL, and analyze results without leaving your IDE.
Your Data, Your Control
You choose what data AI agents can access. Revoke access anytime. All queries respect your workspace permissions.
AI-Powered Analysis
Let AI help you discover insights. Generate charts, identify trends, and get recommendations based on your data.
Getting Started
Step 1: Paste the MCP URL
Copy the Agents for Data MCP URL and paste it into Claude Desktop, ChatGPT, or Cursor settings. Each platform has an MCP or plugin section where you add the URL.
Step 2: Click to Login
Your AI app will prompt you to authenticate. Click the login link and you'll be redirected to authorize access via OAuth in your browser.
Step 3: Authorize Access
Choose which workspace and datasets to grant access to. You can revoke access anytime from your workspace settings.
Step 4: Start Asking Questions
Once connected, ask questions about your data in natural language. "What are my top products?" or "Create a sales trend chart".
Use Cases
Business Analyst with Claude
Connect Claude Desktop to query sales data while writing reports. Ask about trends, generate charts, and get insights without switching between apps.
Data Scientist with ChatGPT
Use ChatGPT to explore datasets, run statistical analyses, and generate visualizations. Combine AI reasoning with your data for deeper insights.
Developer with Cursor
Query datasets directly in Cursor while building applications. Test queries, validate data, and analyze results without leaving your code editor.
Product Manager Planning Features
Ask AI questions about user behavior, feature adoption, and product metrics. Get instant answers to inform product decisions.
Marketing Team Analyzing Campaigns
Query campaign performance data through ChatGPT. Compare results, identify top channels, and optimize spending based on AI recommendations.
Documentation
1How MCP Works
Model Context Protocol (MCP):
- Open protocol for connecting AI agents to external data sources
- Developed by Anthropic (Claude), adopted by OpenAI (ChatGPT) and Cursor
- Enables secure, authenticated access to your data
- Standardized way for AI to query and analyze information
OAuth Authentication Flow:
- AI agent requests access to your Agents for Data workspace
- You're redirected to authorize in your browser
- Grant permissions for specific datasets or full workspace access
- AI agent receives temporary access token
- All queries respect your workspace permissions
What AI Can Access:
- Datasets you've uploaded or created
- Query history and saved analyses
- Charts and visualizations
- Workspace metadata (dataset names, schemas)
- Everything you can access in the web app
2Available Commands
Dataset Operations:
- list_datasets - Show all datasets in workspace
- query_dataset - Run natural language query on dataset
- get_schema - View dataset columns and types
- create_dataset - Create new dataset from CSV/JSON
Query & Analysis:
- run_sql - Execute SQL query on dataset
- aggregate_data - Calculate sums, averages, counts
- filter_data - Filter rows by conditions
- join_datasets - Combine multiple datasets
Visualization:
- create_chart - Generate bar, line, or pie charts
- create_scatter - Create scatter plots
- create_heatmap - Generate heatmaps
All commands work with natural language - you don't need to memorize syntax!
3Security & Privacy
OAuth 2.0 Authentication:
- Industry-standard security protocol
- No passwords stored in AI applications
- Tokens expire after 30 days (configurable)
- Revoke access anytime from workspace settings
Permission Controls:
- Choose workspace-level or dataset-level access
- Read-only by default (optional write access)
- Audit log tracks all AI queries
- Rate limiting prevents abuse
Data Privacy:
- AI agents only see data you explicitly authorize
- Queries logged for security and debugging
- No data stored by AI providers (queries only)
- GDPR and SOC 2 compliant
4Simple Setup - Just Paste a URL
Installation Process:
- Copy the MCP URL: mcp://agentsfordata.com/connect
- Paste into your AI app's MCP/plugin settings
- Click the login prompt that appears
- Authorize access in your browser
- Done! Start asking questions
Platform-Specific Instructions:
Claude Desktop:
- Open Settings → MCP Servers
- Paste the MCP URL
- Click "Connect" when prompted to login
ChatGPT:
- Open Settings → Plugins → Add Plugin
- Paste the MCP URL
- Click "Authorize" to login via OAuth
Cursor:
- Open Settings → Extensions → MCP
- Paste the MCP URL
- Click "Authenticate" when prompted
That's it! No configuration files, no API keys, no complex setup. Just paste the URL and login.
Recent Updates
View AllReleased MCP server (Beta) so you can connect Cursor and Claude Desktop directly to your workspace - ask AI to browse your datasets and run SQL queries without leaving your code editor
Frequently Asked Questions
Get Notified When MCP Integration Launches
Sign up for early access to MCP integration. Connect Claude, ChatGPT, and Cursor to your data on October 26, 2025.