Meilisearch MCP
M

Meilisearch MCP

An MCP server for interacting with Meilisearch through LLM interfaces (such as Claude), providing index management, document operations, search functions, and system monitoring.
2.5 points
5.3K

What is the Meilisearch MCP Server?

The Meilisearch MCP Server is a tool for managing Meilisearch instances. It supports operations such as creating, updating, and deleting indexes, managing documents, configuring settings, and monitoring tasks. It also allows users to dynamically switch connection configurations through natural language queries.

How to use the Meilisearch MCP Server?

First, you need to install and run the server. Then, specify the Meilisearch instance address and API key through the configuration file. Next, you can use the built - in command - line tools or API to perform various operations, such as searching, index management, and task monitoring.

Applicable scenarios

Suitable for enterprises and individual developers who need an efficient search engine, especially for applications that need to quickly switch between different Meilisearch instances.

Main features

Index and document management
Easily create, delete, and update indexes and their corresponding documents.
Settings configuration and management
Adjust the global or specific index - level settings of Meilisearch, such as sorting rules, filtering conditions, etc.
Task monitoring and API key management
View the status of ongoing tasks and cancel or delete tasks; you can also generate new API keys.
Dynamic connection configuration
Change the URL and API key connected to the Meilisearch instance in real - time.
Intelligent cross - index search
Support complex queries across one or more indexes simultaneously.
Advantages
Powerful search performance and flexibility.
Easy to integrate into existing development processes.
Provide detailed logging and health check mechanisms.
Support seamless collaboration in a multilingual environment.
Limitations
For beginners, some advanced features may be a bit complex.
Rely on a stable network connection to ensure the success rate of remote access.
Some advanced features require an additional paid subscription version to unlock.

How to use

Clone the repository and install dependencies
Clone the project repository via Git and install the required Python packages using a virtual environment.
Configure environment variables
Set the two environment variables MEILI_HTTP_ADDR and MEILI_MASTER_KEY to point to your Meilisearch instance.
Start the server
Start the MCP server using a Python script.

Usage examples

Search the movie database
Demonstrate how to perform a search operation within a specific index.
Switch Meilisearch instances
Show how to change the connection to another Meilisearch server.

Frequently Asked Questions

How to verify that the Meilisearch MCP Server is working properly?
What if I forget the API key?

Related resources

Official documentation
Meilisearch official documentation, including detailed API references and best practices.
GitHub code repository
The open - source code repository of this project. Contributions are welcome.
YouTube tutorial video
Watch the tutorial video made by community members.

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "meilisearch": {
      "command": "uvx",
      "args": ["-n", "meilisearch-mcp"]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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