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Meilisearch MCP Server

An implementation of the Meilisearch MCP server that provides a standardized interface for AI assistants to interact with Meilisearch
2.5 points
26

What is the Meilisearch MCP Server?

The Meilisearch MCP Server is a tool based on the Model Context Protocol (MCP) used to connect AI assistants (such as Claude) with the Meilisearch search engine. It offers powerful functions such as search, index management, and task monitoring, allowing developers to easily build intelligent search experiences.

How to use the Meilisearch MCP Server?

First, install and run the server. Then, add the address of this MCP server to your AI assistant configuration to start using it. It supports various advanced features, such as vector search and custom settings.

Applicable scenarios

Suitable for enterprise applications that require efficient full-text retrieval, intelligent recommendation, or complex queries, such as e - commerce websites, knowledge base systems, and content management systems.

Main features

Index managementCreate, update, or delete indexes in Meilisearch.
Document managementAdd, update, or delete documents to optimize search performance.
Advanced search capabilitiesSupports complex search filters and sorting rules.
Experimental vector searchUse embedding models for semantic similarity search.

Advantages and limitations

Advantages
A unified API interface simplifies the development process.
Supports real - time search and large - scale data processing.
Built - in task queues ensure operational stability.
Limitations
Scenarios with high low - latency requirements may require additional optimization.
Some advanced features are still in the experimental stage.

How to use

Install the Meilisearch MCP Server
Quickly deploy the server via NPM or Docker.
Configure environment variables
Edit the.env file to set Meilisearch connection information.
Start the service
Execute the command to start the MCP server.

Usage examples

Search for product namesFind information about specific products by keywords.
Bulk upload documentsImport multiple PDF files at once.

Frequently Asked Questions

How to integrate the Meilisearch MCP Server into Claude Desktop?
Does it support vector search?

Related resources

Official documentation
Fully understand the functions of the Meilisearch MCP Server.
GitHub repository
View the source code and contribute to the project.
Tutorial video
Watch a quick - start demonstration.
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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