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description: Meilisearch SDKs are available in many popular programming languages and frameworks. Consult this page for a full list of officially supported libraries.
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Our team and community have worked hard to bring Meilisearch to almost all popular web development languages, frameworks, and deployment options.
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New integrations are constantly in development. If you'd like to contribute, [see below](/resources/help/sdks#contributing).
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## SDKs
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You can use Meilisearch API wrappers in your favorite language. These libraries support all API routes.
-[meilisearch-mcp](https://github.com/meilisearch/meilisearch-mcp): Model Context Protocol server for integrating Meilisearch with AI assistants and tools
-[meilisearch-docsearch](https://github.com/tauri-apps/meilisearch-docsearch): a community-maintained scraper tool to automatically read the content of your documentation and store it into Meilisearch.
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-[meilisearch-kubernetes](https://github.com/meilisearch/meilisearch-kubernetes): Kubernetes Helm charts and manifests
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## Contributing
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If you want to build a new integration for Meilisearch, you are more than welcome to and we would be happy to help you!
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We are proud that some of our libraries were developed and are still maintained by external contributors! ♥️
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All Meilisearch integrations are open-source. We're proud that some of our libraries were kickstarted and are still maintained by external contributors! ♥️
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We recommend to follow [these guidelines](https://github.com/meilisearch/integrations-guides) so that it will be easier to integrate your work.
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If you'd like to contribute, check out the issues on the GitHub repositories. For more information [consult these guidelines](https://github.com/meilisearch/integrations-guides).
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