meilisearch-mcp

概述

Meilisearch MCP 服务器是一个基于 Python 的实现，允许 MCP 兼容的客户端通过对话管理搜索索引、执行搜索和处理数据。它提供全面的功能，包括索引管理、文档操作、带有过滤和排序功能的搜索能力、设置配置和系统监控。该服务器使用 stdio 传输，并提供 Python 和 TypeScript 两种实现版本。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• get-connection-settings

  View current Meilisearch connection URL and API key status

  试试:Show me the current connection settings试试:What's the current Meilisearch URL and API key?
• update-connection-settings

  Update URL and/or API key to connect to a different instance

  试试:Update connection to use the staging Meilisearch server试试:Change the API key for production access
• create-index

  Create a new index with optional primary key

  试试:Create a new index called 'products' with 'id' as the primary key试试:Make a new index for blog posts
• list-indexes

  List all available indexes

  试试:Show me all available indexes试试:List the indexes with their stats
• delete-index

  Delete an existing index and all its documents

  试试:Delete the old_products index试试:Remove the temporary_test index
• get-documents

  Retrieve documents from an index with pagination

  试试:Get documents from the products index试试:Show me the first 10 documents in the blog_posts index
• add-documents

  Add or update documents in an index

  试试:Add these product documents to the products index试试:Update the user documents with new information
• search

  Flexible search across single or multiple indices with filtering and sorting

  试试:Search for 'laptop' in the products index试试:Find articles about machine learning published after 2023
• get-settings

  View current settings for an index

  试试:Show me the current settings for the products index试试:What are the ranking rules for the blog index?
• update-settings

  Update index settings (ranking, faceting, etc.)

  试试:Update the settings to enable typo tolerance试试:Change the ranking rules for the search index
• get-tasks

  List tasks with optional filters

  试试:Show me the latest indexing tasks试试:List all failed tasks
• health-check

  Basic health check of the Meilisearch instance

  试试:Is the Meilisearch instance healthy?试试:Check the status of the search server

可对比工具

安装

pip install meilisearch-mcp

uvx -n meilisearch-mcp

{
  "mcpServers": {
    "meilisearch": {
      "command": "uvx",
      "args": ["-n", "meilisearch-mcp"]
    }
  }
}

docker pull getmeili/meilisearch-mcp:latest

docker run -it \
  -e MEILI_HTTP_ADDR=http://your-meilisearch:7700 \
  -e MEILI_MASTER_KEY=your-master-key \
  getmeili/meilisearch-mcp:latest

FAQ

这个服务器支持哪些 MCP 客户端？

Meilisearch MCP 服务器支持任何 MCP 兼容的客户端，包括 Claude、OpenAI 代理和其他 LLM。

如何连接到不同的 Meilisearch 实例？

您可以通过 MCP 工具动态更新连接设置，或通过设置 MEILI_HTTP_ADDR 和 MEILI_MASTER_KEY 环境变量来连接。

meilisearch-mcp 对比