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focus_mcp_data

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The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.

14 stars JavaOthers Updated Jan 16, 2026
nl2sqltext2sql

Documentation

FOCUS DATA MCP Server [中文]

A Model Context Protocol (MCP) server enables artificial intelligence assistants to directly query data results. Users can obtain data results from DataFocus using natural language.

Features

  • Register on DataFocus to open an application space, and import (directly connect to) the data tables to be analyzed.
  • Select Datafocus data table initialization dialogue
  • Natural language data acquisition results

Prerequisites

  • jdk 23 or higher. Download jdk
  • gradle 8.12 or higher. Download gradle
  • register Datafocus to obtain bearer token:

1. Register an account in Datafocus

2. Create an application

3. Enter the application

4. Admin -> Interface authentication -> Bearer Token -> New Bearer Token

bearer token

Installation

1. Clone this repository:

bash
git clone https://github.com/FocusSearch/focus_mcp_data.git
cd focus_mcp_data

2. Build the server:

bash
gradle clean
gradle bootJar

The jar path: build/libs/focus_mcp_data.jar

MCP Configuration

Add the server to your MCP settings file (usually located

at `~/AppData/Roaming/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json`):

json
{
  "mcpServers": {
    "focus_mcp_data": {
      "command": "java",
      "args": [
        "-jar",
        "path/to/focus_mcp_data/focus_mcp_data.jar"
      ],
      "autoApprove": [
        "tableList",
        "gptText2DataInit",
        "gptText2DataData"
      ]
    }
  }
}

Available Tools

1. tableList

Get table list in datafocus.

Parameters:

  • `name` (optional): table name to filter
  • `bearer` (required): bearer token

Example:

json
{
  "name": "test",
  "bearer": "ZTllYzAzZjM2YzA3NDA0ZGE3ZjguNDJhNDjNGU4NzkyYjY1OTY0YzUxYWU5NmU="
}

2. gptText2DataInit

Initialize dialogue.

Parameters:

  • `names` (required): selected table names
  • `bearer` (required): bearer token
  • `language` (optional): language ['english','chinese']

Example:

json
{
  "names": [
    "test1",
    "test2"
  ],
  "bearer": "ZTllYzAzZjM2YzA3NDA0ZGE3ZjguNDJhNDjNGU4NzkyYjY1OTY0YzUxYWU5NmU="
}

3. gptText2DataData

Query data results.

Parameters:

  • `chatId` (required): chat id
  • `input` (required): Natural language
  • `bearer` (required): bearer token

Example:

json
{
  "chatId": "03975af5de4b4562938a985403f206d4",
  "input": "max(age)",
  "bearer": "ZTllYzAzZjM2YzA3NDA0ZGE3ZjguNDJhNDjNGU4NzkyYjY1OTY0YzUxYWU5NmU="
}

Response Format

All tools return responses in the following format:

json
{
  "errCode": 0,
  "exception": "",
  "msgParams": null,
  "promptMsg": null,
  "success": true,
  "data": {
  }
}

Visual Studio Code Cline Sample

1. vsCode install cline plugin

2. mcp server config

config mcp server

3. use

1. get table list

get table list1
get table list2

2. Initialize dialogue

Initialize dialogue

3. query: what is the sum salary

query

Contact:

https://discord.gg/mFa3yeq9

Datafocus

Frequently asked questions

What is focus_mcp_data?

focus_mcp_data is The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.

How do I install focus_mcp_data?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is focus_mcp_data open source?

Yes — it is hosted on GitHub at https://github.com/FocusSearch/focus_mcp_data and has 14 stars.

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