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MCP server for interacting with Algolia

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algolia/mcp-node

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Quick StartFeaturesUsage ExamplesInstallationConfigurationDevelopmentTroubleshootingContributingLicense

algolia-mcp-demo.mp4

This repository contains experimental Model Context Protocol (or MCP) servers for interacting with Algolia APIs. We're sharing it for you to explore and experiment with.Feel free to use it, fork it, or build on top of it — but just know that it's not officially supported by Algolia and isn't covered under our SLA.

We might update it, break it, or remove it entirely at any time. If you customize or configure things here, there's a chance that work could be lost. Also, using MCP in production could affect your Algolia usage.

If you have feedback or ideas (even code!), we'd love to hear it. Just know that we might use it to help improve our products. This project is provided "as is" and "as available," with no guarantees or warranties. To be super clear: MCP isn't considered an "API Client" for SLA purposes.

✨ Quick Start

  1. Download the latest release from ourGitHub Releases
  2. Authenticate with your Algolia account
  3. Connect to Claude Desktop
  4. Start asking questions about your Algolia data!

Note

For step-by-step instructions, follow theinstallation guide andconfiguration for Claude Desktop.

🚀 Features

Algolia Node.js MCP enables natural language interactions with your Algolia data through Claude Desktop. This implementation allows you to:

  • Search and manipulate indices with natural language
  • Analyze search metrics and performance
  • Monitor application status and incidents
  • Visualize your data with AI-generated charts and graphs
  • Integrate seamlessly with Claude Desktop through the Model Context Protocol

🔮 Usage Examples

Here are some example prompts to get you started:

Account Management

"What is the email address associated with my Algolia account?"

Applications

"List all my Algolia apps.""List all the indices are in my 'e-commerce' application and format them into a table sorted by entries.""Show me the configuration for my 'products' index."

Search & Indexing

"Search my 'products' index for Nike shoes under $100.""Add the top 10 programming books to my 'library' index using their ISBNs as objectIDs.""How many records do I have in my 'customers' index?"

Analytics & Insights

"What's the no-results rate for my 'products' index in the DE region? Generate a graph using React and Recharts.""Show me the top 10 searches with no results in the DE region from last week."

Monitoring & Performance

"Are there any ongoing incidents at Algolia?""What's the current latency for my 'e-commerce' index?""Show me a visualization of my daily account usage for the past month."

Tip

Try providing your specific application and index in your initial prompt to avoid unnecessary back and forth.

📦 Installation

macOS

  1. Download the latest release fromGitHub Releases
  2. Extract the.zip file
  3. From your terminal, remove quarantine flag to allow execution:
    xattr -r -d com.apple.quarantine<path_to_executable>

    Note: This step is necessary as the executable is not signed with an Apple Developer account. If you prefer, you can build from source instead.

  4. Run the authentication command:
    <path_to_executable> authenticate
    This will open your browser to authenticate with the Algolia Dashboard.

Windows & Linux

Coming soon.

⚙️ Configuration

Claude Desktop Setup

  1. Open Claude Desktop settings
  2. Add the following to your configuration:
    {"mcpServers": {"algolia-mcp": {"command":"<path_to_executable>"    }  }}
  3. Restart Claude Desktop

Tip

You can refer to theofficial documentation for Claude Desktop.

CLI Options

Available Commands

Usage: algolia-mcp [options] [command]Options:  -h, --help              displayhelpforcommandCommands:  start-server [options]  Starts the Algolia MCP server  authenticate            Authenticate with Algolialogout                  Remove all stored credentials  list-tools              List all available toolshelp [command]          displayhelpforcommand

Server Options

Usage: algolia-mcp start-server [options]Starts the Algolia MCP serverOptions:  -t, --allow-tools<tools>             Comma separated list of tool ids (default: getUserInfo,getApplications,...,listIndices)  --credentials<applicationId:apiKey>  Application ID and associated API key to use. Optional: the MCP will authenticate youif unspecified, giving you access to all your applications.  -h, --help                            displayhelpforcommand

🛠 Development

Requirements

  • Node.js 22 or higher
  • npm

Setup Development Environment

  1. Clone the repository:

    git clone https://github.com/algolia/mcp-nodecd mcp-nodenpm install
  2. Configure Claude Desktop for development:

    {"mcpServers": {"algolia-mcp": {"command":"<PATH_TO_BIN>/node","args": ["--experimental-strip-types","--no-warnings=ExperimentalWarning","<PATH_TO_PROJECT>/src/app.ts"      ]    }  }}

Note: You'll need to restart Claude Desktop after making code changes.

Build

npm run build -- --outfile dist/algolia-mcp

Testing and Debugging

Use theMCP Inspector for testing and debugging:

  1. Run the debug script:

    cd mcp-nodenpm run debug
  2. Openhttp://127.0.0.1:6274/ in your browser

  3. ClickConnect to start the server

  4. Send test requests through the inspector interface

🔧 Troubleshooting

Common Issues

  • "App not responding" error: Ensure you've removed the quarantine attribute on macOS
  • Authentication failures: Try logging out and authenticating again
  • Claude can't access tools: Verify your MCP configuration in Claude Desktop settings

Logs and Diagnostics

Log files are stored in:

  • macOS:~/Library/Logs/algolia-mcp/
  • Windows:%APPDATA%\algolia-mcp\logs\
  • Linux:~/.config/algolia-mcp/logs/

👥 Contributing

We welcome contributions to Algolia Node.js MCP! Here's how you can help:

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add some amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a pull request

License

Algolia Node.js MCP isMIT licensed.


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