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docs/clients.mdx

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### Needle
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[Needle](https://needle.app) is a RAG worflow platform that also works as an MCP client, letting you connect and use MCP servers in seconds.
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[Needle](https://needle.app) is a RAG worflow platform that also works as an MCP client, letting you connect and use MCP servers in seconds.
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**Key features:**
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docs/docs/learn/client-concepts.mdx

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| Feature | Explanation | Example |
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| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------- |
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| **Sampling** | Sampling allows servers to request LLM completions through the client, enabling an agentic workflow. This approach puts the client in complete control of user permissions and security measures. | A server for booking travel may send a list of flights to an LLM and request that the LLM pick the best flight for the user. |
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| **Roots** | Roots allow clients to specify which directories servers should focus on, communicating intended scope through a coordination mechanism. | A server for booking travel may be given access to a specific directory, from which it can read a user's calendar. |
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| **Roots** | Roots allow clients to specify which directories servers should focus on, communicating intended scope through a coordination mechanism. | A server for booking travel may be given access to a specific directory, from which it can read a user's calendar. |
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| **Elicitation** | Elicitation enables servers to request specific information from users during interactions, providing a structured way for servers to gather information on demand. | A server booking travel may ask for the user's preferences on airplane seats, room type or their contact number to finalise a booking. |
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### Elicitation

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