What is Couchbase MCP Server?

An MCP server implementation for Couchbase that allows Large Language Models (LLMs) to interact with Couchbase clusters using natural language. MCP stands for Model Context Protocol, enabling seamless integration between AI models and data systems.

How to use Couchbase MCP Server?

1. Prerequisites: Install Python 3.10+, a running Couchbase cluster (such as Capella free tier), uv package manager, and an MCP client like Claude Desktop.
2. Clone Repository: Git clone the repository to your local machine (git clone https://github.com/Couchbase-Ecosystem/mcp-server-couchbase.git).
3. Configure Server: Add the server configuration to the MCP client (Claude Desktop, Cursor, Windsurf Editor, etc.).
4. Run Server: Use uv run src/mcp_server.py with environment variables CB_CONNECTION_STRING, CB_USERNAME, CB_PASSWORD, CB_BUCKET_NAME, and optional READ_ONLY_QUERY_MODE (default: true).
5. Interact with Data: Use natural language queries in the MCP client to interact with the Couchbase cluster.

Alternative Methods:

• Use Docker: docker run -i -e CB_CONNECTION_STRING='' ... mcp/couchbase
• Use SSE Server Mode: uv run src/mcp_server.py --transport=sse

Key Features

• Data Interaction: List scopes/collections, get/set/delete documents, and run SQL++ queries.
• Security: READ_ONLY_QUERY_MODE disables data-modifying queries by default.
• Flexible Deployment: Run locally or via Docker.
• MCP Client Support: Works with Claude Desktop, Cursor, Windsurf Editor, etc.
• Managed Server Option: Use Smithery.ai for agentic applications.

Use Cases

1. CRUD Operations: Query, update, or delete documents in Couchbase using natural language.
2. Data Analysis: Run SQL++ queries on specified scopes for insights.
3. AI Integration: Enable LLM-powered applications to interact with Couchbase data seamlessly.
4. Business Intelligence: Retrieve structured data for reporting or dashboards.
5. Automated Workflows: Use in scripts or bots to manage Couchbase data programmatically.

FAQ

• What is MCP?

The Model Context Protocol (MCP) facilitates communication between AI models and databases using natural language.

• Is this server officially supported by Couchbase?

No, this is a community-maintained project. For issues or contributions, use GitHub: mcp-server-couchbase/issues.

• How to troubleshoot connection issues?

Check logs (mcp-server-couchbase.log), verify Couchbase credentials, and ensure the cluster is accessible. For MCP clients, refer to the respective logs (e.g., Claude Desktop: ~/Library/Logs/Claude).

• Can I modify data with SQL++ queries?

By default, READ_ONLY_QUERY_MODE is set to true. Set it to false to allow write queries, but document upserts/deletes by ID are always permitted.

• How to use this with Docker?

Build with docker build -t mcp/couchbase . and run with the required environment variables.

Couchbase MCP Server

An MCP server implementation of Couchbase that allows LLMs to directly interact with Couchbase clusters.

Features

• Get a list of all the scopes and collections in the specified bucket
• Get the structure for a collection
• Get a document by ID from a specified scope and collection
• Upsert a document by ID to a specified scope and collection
• Delete a document by ID from a specified scope and collection
• Run a SQL++ query on a specified scope
  • There is an option in the MCP server, READ_ONLY_QUERY_MODE that is set to true by default to disable running SQL++ queries that change the data or the underlying collection structure. Note that the documents can still be updated by ID.

Prerequisites

• Python 3.10 or higher.
• A running Couchbase cluster. The easiest way to get started is to use Capella free tier, which is fully managed version of Couchbase server. You can follow instructions to import one of the sample datasets or import your own.
• uv installed to run the server.
• An MCP client such as Claude Desktop installed to connect the server to Claude. The instructions are provided for Claude Desktop and Cursor. Other MCP clients could be used as well.

Configuration

Clone the repository to your local machine.

git clone https://github.com/Couchbase-Ecosystem/mcp-server-couchbase.git

Server Configuration for MCP Clients

This is the common configuration for the MCP clients such as Claude Desktop, Cursor, Windsurf Editor.

{
  "mcpServers": {
    "couchbase": {
      "command": "uv",
      "args": [
        "--directory",
        "path/to/cloned/repo/mcp-server-couchbase/",
        "run",
        "src/mcp_server.py"
      ],
      "env": {
        "CB_CONNECTION_STRING": "couchbases://connection-string",
        "CB_USERNAME": "username",
        "CB_PASSWORD": "password",
        "CB_BUCKET_NAME": "bucket_name"
      }
    }
  }
}

The server can be configured using environment variables. The following variables are supported:

• CB_CONNECTION_STRING: The connection string to the Couchbase cluster
• CB_USERNAME: The username with access to the bucket to use to connect
• CB_PASSWORD: The password for the username to connect
• CB_BUCKET_NAME: The name of the bucket that the server will access
• READ_ONLY_QUERY_MODE: Setting to configure whether SQL++ queries that allow data to be modified are allowed. It is set to True by default.
• path/to/cloned/repo/mcp-server-couchbase/ should be the path to the cloned repository on your local machine. Don't forget the trailing slash at the end!

Note: If you have other MCP servers in use in the client, you can add it to the existing mcpServers object.

Claude Desktop

Follow the steps below to use Couchbase MCP server with Claude Desktop MCP client

1. The MCP server can now be added to Claude Desktop by editing the configuration file. More detailed instructions can be found on the MCP quickstart guide.

   • On Mac, the configuration file is located at ~/Library/Application Support/Claude/claude_desktop_config.json
   • On Windows, the configuration file is located at %APPDATA%\Claude\claude_desktop_config.json

   Open the configuration file and add the configuration to the mcpServers section.

2. Restart Claude Desktop to apply the changes.

3. You can now use the server in Claude Desktop to run queries on the Couchbase cluster using natural language and perform CRUD operations on documents.

Claude Desktop Logs

The logs for Claude Desktop can be found in the following locations:

• MacOS: ~/Library/Logs/Claude
• Windows: %APPDATA%\Claude\Logs

The logs can be used to diagnose connection issues or other problems with your MCP server configuration. For more details, refer to the official documentation.

Cursor

Follow steps below to use Couchbase MCP server with Cursor:

1. Install Cursor on your machine.

2. In Cursor, go to Cursor > Cursor Settings > MCP > Add a new global MCP server. Also, checkout the docs on setting up MCP server configuration from Cursor.

3. Specify the same configuration. You may need to add the server configuration under a parent key of mcpServers.

4. Save the configuration.

5. You will see couchbase as an added server in MCP servers list. Refresh to see if server is enabled.

6. You can now use the Couchbase MCP server in Cursor to query your Couchbase cluster using natural language and perform CRUD operations on documents.

For more details about MCP integration with Cursor, refer to the official Cursor MCP documentation.

Cursor Logs

In the bottom panel of Cursor, click on "Output" and select "Cursor MCP" from the dropdown menu to view server logs. This can help diagnose connection issues or other problems with your MCP server configuration.

Windsurf Editor

Follow the steps below to use the Couchbase MCP server with Windsurf Editor.

1. Install Windsurf Editor on your machine.

2. In Windsurf Editor, navigate to Command Palette > Windsurf MCP Configuration Panel or Windsurf - Settings > Advanced > Cascade > Model Context Protocol (MCP) Servers. For more details on the configuration, please refer to the official documentation.

3. Click on Add Server and then Add custom server. On the configuration that opens in the editor, add the Couchbase MCP Server configuration from above.

4. Save the configuration.

5. You will see couchbase as an added server in MCP Servers list under Advanced Settings. Refresh to see if server is enabled.

6. You can now use the Couchbase MCP server in Windsurf Editor to query your Couchbase cluster using natural language and perform CRUD operations on documents.

For more details about MCP integration with Windsurf Editor, refer to the official Windsurf MCP documentation.

SSE Server Mode

There is an option to run the MCP server in Server-Sent Events (SSE) transport mode.

Usage

By default, the MCP server will run on port 8080 but this can be configured using the FASTMCP_PORT environment variable.

uv run src/mcp_server.py --connection-string='' --username='' --password='' --bucket-name='' --read-only-query-mode=true --transport=sse The server will be available on http://localhost:8080/sse. This can be used in MCP clients supporting SSE transport mode. ## Docker Image The MCP server can also be built and run as a Docker container. Prebuilt images can be found on DockerHub. bash docker build -t mcp/couchbase . ### Running The MCP server can be run with the environment variables being used to configure the Couchbase settings. The environment variables are the same as described in the Configuration section bash docker run -i \ -e CB_CONNECTION_STRING='' \ -e CB_USERNAME='' \ -e CB_PASSWORD='' \ -e CB_BUCKET_NAME='' \ -e MCP_TRANSPORT='stdio/sse' \ -e READ_ONLY_QUERY_MODE="true/false" \ mcp/couchbase ### Risks Associated with LLMs - The use of large language models and similar technology involves risks, including the potential for inaccurate or harmful outputs. - Couchbase does not review or evaluate the quality or accuracy of such outputs, and such outputs may not reflect Couchbase's views. - You are solely responsible for determining whether to use large language models and related technology, and for complying with any license terms, terms of use, and your organization's policies governing your use of the same. ### Managed MCP Server The Couchbase MCP server can also be used as a managed server in your agentic applications via Smithery.ai. ## Troubleshooting Tips - Ensure the path to your MCP server repository is correct in the configuration. - Verify that your Couchbase connection string, database username, password and bucket name are correct. - If using Couchbase Capella, ensure that the cluster is accessible from the machine where the MCP server is running. - Check that the database user has proper permissions to access the specified bucket. - Confirm that the uv package manager is properly installed and accessible. You may need to provide absolute path to uv in the command field in the configuration. - Check the logs for any errors or warnings that may indicate issues with the MCP server. The server logs are under the name, mcp-server-couchbase.log. --- ## 📢 Support Policy We truly appreciate your interest in this project! This project is community-maintained, which means it's not officially supported by our support team. If you need help, have found a bug, or want to contribute improvements, the best place to do that is right here — by opening a GitHub issue. Our support portal is unable to assist with requests related to this project, so we kindly ask that all inquiries stay within GitHub. Your collaboration helps us all move forward together — thank you!