Powerdrill▌
by powerdrillai
Powerdrill helps you interact with Powerdrill datasets, offering efficient tools for streamlined data work and analysis.
Provides tools to interact with Powerdrill datasets to perform data work.
Both formats append explainx.ai attribution and the canonical URL for this MCP server listing.
best for
- / Data analysts needing conversational data exploration
- / Teams with existing Powerdrill datasets
- / AI-assisted business intelligence workflows
capabilities
- / List available datasets in your Powerdrill account
- / Get detailed information about specific datasets
- / Create and run analysis jobs using natural language questions
- / Query data through AI-powered analysis
what it does
Connects to Powerdrill datasets to perform AI-powered data analysis through natural language questions. Requires Powerdrill User ID and Project API Key for authentication.
about
Powerdrill is an official MCP server published by powerdrillai that provides AI assistants with tools and capabilities via the Model Context Protocol. Powerdrill helps you interact with Powerdrill datasets, offering efficient tools for streamlined data work and analysis. It is categorized under ai ml, analytics data.
how to install
You can install Powerdrill in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
license
MIT
Powerdrill is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
readme
Powerdrill MCP Server
A Model Context Protocol (MCP) server that provides tools to interact with Powerdrill datasets, authenticated with Powerdrill User ID and Project API Key.
Please go to https://chat.powerdrill.ai/ for AI data analysis individually or use with your Team.
If you have the Powerdrill User ID and Project API Key of your Team, you can manipulate the data via Powerdrill open sourced web clients:
- Node.js edtion: https://flow.powerdrill.ai/, or play with the open source web client https://github.com/powerdrillai/powerdrill-flow.
- Python edtion: https://powerdrill-flow.streamlit.app/, or play with the open source web client https://github.com/powerdrillai/powerdrill-flow-streamlit.
Features
- Authenticate with Powerdrill using User ID and Project API Key
- List available datasets in your Powerdrill account
- Get detailed information about specific datasets
- Create and run jobs on datasets with natural language questions
- Integration with Claude Desktop and other MCP-compatible clients
Installation
Installing via Smithery
To install powerdrill-mcp for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install @powerdrillai/powerdrill-mcp --client claude
From npm
# Install globally
npm install -g @powerdrillai/powerdrill-mcp
# Or run directly with npx
npx @powerdrillai/powerdrill-mcp
From Source
Clone this repository and install dependencies:
git clone https://github.com/yourusername/powerdrill-mcp.git
cd powerdrill-mcp
npm install
CLI Usage
If installed globally:
# Start the MCP server
powerdrill-mcp
If using npx:
# Run the latest version
npx -y @powerdrillai/powerdrill-mcp@latest
You'll need to configure environment variables with your Powerdrill credentials before running:
# Set environment variables
export POWERDRILL_USER_ID="your_user_id"
export POWERDRILL_PROJECT_API_KEY="your_project_api_key"
Or create a .env file with these values.
Prerequisites
To use this MCP server, you'll need a Powerdrill account with valid API credentials (User ID and API Key). Here's how to obtain them:
- Sign up for a Powerdrill Team account if you haven't already
- Navigate to your account settings
- Look for the API section where you'll find your:
- User ID: A unique identifier for your account
- API Key: Your authentication token for API access
First, watch this video tutorial on how to create your Powerdrill Team:
Then, follow this video tutorial for setting up your API credentials:
Quick Setup
The easiest way to set up the server is using the provided setup script:
# Make the script executable
chmod +x setup.sh
# Run the setup script
./setup.sh
This will:
- Install dependencies
- Build the TypeScript code
- Create a
.envfile if it doesn't exist - Generate configuration files for Claude Desktop and Cursor with the npx-based configuration (recommended)
Then edit your .env file with your actual credentials:
POWERDRILL_USER_ID=your_actual_user_id
POWERDRILL_PROJECT_API_KEY=your_actual_project_api_key
Also update the credentials in the generated configuration files before using them.
Manual Installation
If you prefer to set up manually:
# Install dependencies
npm install
# Build the TypeScript code
npm run build
# Copy the environment example file
cp .env.example .env
# Edit the .env file with your credentials
Usage
Running the server
npm start
Integrating with Claude Desktop
- Open Claude Desktop
- Go to Settings > Server Settings
- Add a new server with one of the following configurations:
Option 1: Using npx (Recommended)
{
"powerdrill": {
"command": "npx",
"args": [
"-y",
"@powerdrillai/powerdrill-mcp@latest"
],
"env": {
"POWERDRILL_USER_ID": "your_actual_user_id",
"POWERDRILL_PROJECT_API_KEY": "your_actual_project_api_key"
}
}
}
Option 2: Using node with local installation
{
"powerdrill": {
"command": "node",
"args": ["/path/to/powerdrill-mcp/dist/index.js"],
"env": {
"POWERDRILL_USER_ID": "your_actual_user_id",
"POWERDRILL_PROJECT_API_KEY": "your_actual_project_api_key"
}
}
}
- Save the configuration
- Restart Claude Desktop
Integrating with Cursor
- Open Cursor
- Go to Settings > MCP Tools
- Add a new MCP tool with one of the following configurations:
Option 1: Using npx (Recommended)
{
"powerdrill": {
"command": "npx",
"args": [
"-y",
"@powerdrillai/powerdrill-mcp@latest"
],
"env": {
"POWERDRILL_USER_ID": "your_actual_user_id",
"POWERDRILL_PROJECT_API_KEY": "your_actual_project_api_key"
}
}
}
Option 2: Using node with local installation
{
"powerdrill": {
"command": "node",
"args": ["/path/to/powerdrill-mcp/dist/index.js"],
"env": {
"POWERDRILL_USER_ID": "your_actual_user_id",
"POWERDRILL_PROJECT_API_KEY": "your_actual_project_api_key"
}
}
}
- Save the configuration
- Restart Cursor if needed
Using the tools
Once connected, you can use the Powerdrill tools in your conversations with Claude Desktop, Cursor, Cline, Windsurf, etc.:
- List datasets:
What datasets are available in my Powerdrill account?orShow me all my datasets - Create dataset:
Create a new dataset called "Sales Analytics"orMake a new dataset named "Customer Data" with description "Customer information for 2024 analysis" - Create data source from local file:
Upload the file /Users/your_name/Downloads/sales_data.csv to dataset {dataset_id}orAdd my local file /path/to/customer_data.xlsx to my {dataset_id} dataset - Get dataset overview:
Tell me more about this dataset: {dataset_id}orDescribe the structure of dataset {dataset_id} - Create a job:
Analyze dataset {dataset_id} with this question: "How has the trend changed over time?"orRun a query on {dataset_id} asking "What are the top 10 customers by revenue?" - Create a session:
Create a new session named "Sales Analysis 2024" for my data analysisorStart a session called "Customer Segmentation" for analyzing market data - List data sources:
What data sources are available in dataset {dataset_id}?orShow me all files in the {dataset_id} dataset - List sessions:
Show me all my current analysis sessionsorList my recent data analysis sessions
Available Tools
mcp_powerdrill_list_datasets
Lists available datasets from your Powerdrill account.
Parameters:
limit(optional): Maximum number of datasets to return
Example response:
{
"datasets": [
{
"id": "dataset-dasfadsgadsgas",
"name": "mydata",
"description": "my dataset"
}
]
}
mcp_powerdrill_get_dataset_overview
Gets detailed overview information about a specific dataset.
Parameters:
datasetId(required): The ID of the dataset to get overview information for
Example response:
{
"id": "dset-cm5axptyyxxx298",
"name": "sales_indicators_2024",
"description": "A dataset comprising 373 travel bookings with 15 attributes...",
"summary": "This dataset contains 373 travel bookings with 15 attributes...",
"exploration_questions": [
"How does the booking price trend over time based on the BookingTimestamp?",
"How does the average booking price change with respect to the TravelDate?"
],
"keywords": [
"Travel Bookings",
"Booking Trends",
"Travel Agencies"
]
}
mcp_powerdrill_create_job
Creates a job to analyze data with natural language questions.
Parameters:
question(required): The natural language question or prompt to analyze the datadataset_id(required): The ID of the dataset to analyzedatasource_ids(optional): Array of specific data source IDs within the dataset to analyzesession_id(optional): Session ID to group related jobsstream(optional, default: false): Whether to stream the resultsoutput_language(optional, default: "AUTO"): The language for the outputjob_mode(optional, default: "AUTO"): The job mode
Example response:
{
"job_id": "job-cm3ikdeuj02zk01l1yeuirt77",
"blocks": [
{
"type": "CODE",
"content": "```python
import pandas as pd
def invoke(input_0: pd.DataFrame) -> pd.DataFrame:
...",
"stage": "Analyze"
},
{
"type": "TABLE",
"url": "https://static.powerdrill.ai/tmp_datasource_cache/code_result/...",
"name": "trend_data.csv",
"expires_at": "2024-11-21T09:56:34.290544Z"
},
{
"type": "IMAGE",
"url": "https://static.powerdrill.ai/tmp_datasource_cache/code_result/...",
"name": "Trend of Deaths from Natural Disasters Over the Century",
"expires_at": "2024-11-21T09:56:34.290544Z"
},
{
"type": "MESSAGE",
"content": "Analysis of Trends in the Number of Deaths from Natural Disasters...",
"stage": "Respond"
}
]
}
mcp_powerdrill_create_session
Creates a new session to group related jobs together.
Parameters:
name(required): The session name, which can be up to 128 characters in lengthoutput_language(optional, default: "AUTO"): The language in which the output is generated. Options include: "AUTO", "EN", "ES", "AR", "PT", "ID", "JA", "RU", "HI", "FR", "DE", "VI", "TR", "PL", "IT", "KO", "ZH-CN", "ZH-TW"job_mode(optional, defaul
FAQ
- What is the Powerdrill MCP server?
- Powerdrill is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
- How do MCP servers relate to agent skills?
- Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
- How are reviews shown for Powerdrill?
- This profile displays 65 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.5 out of 5—verify behavior in your own environment before production use.
Use Cases▌
Extended AI Capabilities
Add new capabilities to Claude beyond text generation
Example
Access external data sources, execute code, interact with tools and services
Transform Claude from chatbot to action-taking agent
Context Enhancement
Provide Claude with access to relevant context and data
Example
Load project documentation, access knowledge bases, query databases
Get more accurate, context-aware responses
Workflow Automation
Automate multi-step workflows combining AI and external tools
Example
Research → Summarize → Create document → Send notification
Complete complex tasks end-to-end without manual steps
Implementation Guide▌
Prerequisites
- ›Claude Desktop 0.7.0+ or Cursor IDE with MCP support
- ›Basic understanding of MCP architecture and capabilities
- ›Access credentials for integrated services (if required)
- ›Willingness to experiment and iterate on configuration
Time Estimate
15-60 minutes depending on server complexity
Installation Steps
- 1.Install MCP server: npm install -g [package-name] or via GitHub
- 2.Add server configuration to ~/.claude/mcp.json
- 3.Provide required credentials and configuration
- 4.Restart Claude Desktop to load new server
- 5.Test basic functionality with simple prompts
- 6.Explore capabilities and experiment with use cases
- 7.Document successful patterns for reuse
Troubleshooting
- ⚠MCP server not loading: Check config syntax, verify installation
- ⚠Connection errors: Check network, firewall, credentials
- ⚠Feature not working: Read server docs, check required parameters
- ⚠Performance issues: Monitor resource usage, check for network latency
- ⚠Conflicts with other servers: Check port assignments, namespace collisions
Best Practices▌
✓ Do
- +Read server documentation thoroughly before setup
- +Start with simple use cases to validate functionality
- +Test in non-production environment first
- +Monitor resource usage and performance
- +Keep servers updated for bug fixes and new features
- +Document configuration for team members
- +Use environment variables for sensitive configuration
✗ Don't
- −Don't grant overly permissive access to MCP servers
- −Don't skip reading security considerations in docs
- −Don't expose sensitive data without proper controls
- −Don't run untrusted MCP servers without code review
- −Don't ignore error messages—investigate root cause
💡 Pro Tips
- ★Combine multiple MCP servers for powerful workflows
- ★Create custom MCP servers for your specific needs
- ★Share successful configurations with team
- ★Use MCP inspector for debugging
- ★Join MCP community for tips and troubleshooting
Technical Details▌
Architecture
Model Context Protocol standardizes how AI hosts (Claude, Cursor) communicate with external tools and data sources through server implementations.
Protocols
- Model Context Protocol (MCP)
- JSON-RPC 2.0
- stdio or HTTP transport
Compatibility
- Claude Desktop
- Cursor IDE
- Custom MCP clients
When to Use This▌
✓ Use When
Use when you need Claude to access external data, execute actions, or integrate with tools. Best for extending AI capabilities beyond conversation.
✗ Avoid When
Avoid when native integrations exist (use official APIs directly), for real-time critical systems, or when security/compliance requires zero external dependencies.
Integration▌
- →Tool composition: Chain multiple MCP tools in workflows
- →Context augmentation: Provide AI with relevant external data
- →Action delegation: Let AI execute tasks on external systems
- →Bidirectional sync: Keep AI context and external systems in sync
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
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Ratings
4.5★★★★★65 reviews- ★★★★★Kofi Srinivasan· Dec 24, 2024
I recommend Powerdrill for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Fatima Ghosh· Dec 20, 2024
According to our notes, Powerdrill benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
- ★★★★★Kofi Gupta· Dec 12, 2024
According to our notes, Powerdrill benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
- ★★★★★Ira Mensah· Dec 8, 2024
Powerdrill is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
- ★★★★★Kofi Singh· Nov 27, 2024
Powerdrill reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
- ★★★★★Yash Thakker· Nov 23, 2024
We evaluated Powerdrill against two servers with overlapping tools; this profile had the clearer scope statement.
- ★★★★★Fatima Huang· Nov 15, 2024
Strong directory entry: Powerdrill surfaces stars and publisher context so we could sanity-check maintenance before adopting.
- ★★★★★Ishan Martinez· Nov 11, 2024
Useful MCP listing: Powerdrill is the kind of server we cite when onboarding engineers to host + tool permissions.
- ★★★★★Ishan Ghosh· Nov 3, 2024
Powerdrill has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
- ★★★★★Layla Gonzalez· Nov 3, 2024
Useful MCP listing: Powerdrill is the kind of server we cite when onboarding engineers to host + tool permissions.
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