Meilisearch
Interact & query with Meilisearch (Full-text & semantic search API)
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Overview
The Meilisearch MCP Server is a Model Context Protocol server that enables any MCP-compatible client (including Claude, OpenAI agents, and other LLMs) to interact with Meilisearch. This stdio-based server allows AI assistants to manage search indices, perform searches, and handle your data through natural conversation. Why use this? - 🤖 Universal Compatibility - Works with any MCP client, not just Claude - 🗣️ Natural Language Control - Manage Meilisearch through conversation with any LLM - 🚀 Zero Learning Curve - No need to learn Meilisearch's API - 🔧 Full Feature Access - All Meilisearch capabilities at your fingertips - 🔄 Dynamic Connections - Switch between Meilisearch instances on the fly - 📡 stdio Transport - Currently uses stdio; native Meilisearch MCP support coming soon!
Installation
pip install meilisearch-mcp
Configuration
{
"mcpServers": {
"meilisearch": {
"command": "uvx",
"args": ["-n", "meilisearch-mcp"]
}
}Capabilities
- Create and manage indices
Ask to create an index with a custom primary key via `create-index`, list existing ones, or delete an index and its documents.
- Add and retrieve documents
Use `add-documents` to bulk import or update records, and `get-documents` to fetch them with pagination from any index.
- Run flexible searches
Search across single or multiple indices with filters, sorting, and facets using the `search` tool, including semantic and hybrid options.
- Tune search settings
View or update an index's ranking rules, faceting, and searchable attributes through `get-settings` and `update-settings`.
- Monitor tasks and health
Check indexing progress with `get-tasks`, cancel queued operations, or verify instance status via `health-check` and `get-stats`.
Tags
- search
- database
- api
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