Calista Research LLMs

Verified Integration

Author: @reading•Category: ServerApplication

GitHub Repository

JSON-RPC 2.0

Protocol Standard

Sub-second

Execution Latency

Active

Operational Status

Client Configuration

— Connect Calista Research LLMs to Claude Desktop or Cursor in seconds

{
  "mcpServers": {
    "calista-research-llms": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-calista-research-llms"
      ],
      "env": {}
    }
  }
}

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).

Architecture & Capabilities

System Overview

Enables on-device and cloud language models to collaborate, reducing cloud costs while maintaining quality by reading long contexts locally.

Indexed Date

7/22/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Calista Research LLMs

Calista Research LLMs enables collaboration between on-device and cloud language models. It reduces cloud costs by processing long contexts locally, maintaining quality, and offers streaming output.

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