FOCUS DATA MCP Server
Enables AI assistants to query data from DataFocus using natural language.
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:
- Register an account in Datafocus
- Create an application
- Enter the application
- Admin -> Interface authentication -> Bearer Token -> New Bearer Token

Installation
- Clone this repository:
git clone https://github.com/FocusSearch/focus_mcp_data.git
cd focus_mcp_data
- Build the server:
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):
{
"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 filterbearer(required): bearer token
Example:
{
"name": "test",
"bearer": "ZTllYzAzZjM2YzA3NDA0ZGE3ZjguNDJhNDjNGU4NzkyYjY1OTY0YzUxYWU5NmU="
}
2. gptText2DataInit
Initialize dialogue.
Parameters:
names(required): selected table namesbearer(required): bearer tokenlanguage(optional): language ['english','chinese']
Example:
{
"names": [
"test1",
"test2"
],
"bearer": "ZTllYzAzZjM2YzA3NDA0ZGE3ZjguNDJhNDjNGU4NzkyYjY1OTY0YzUxYWU5NmU="
}
3. gptText2DataData
Query data results.
Parameters:
chatId(required): chat idinput(required): Natural languagebearer(required): bearer token
Example:
{
"chatId": "03975af5de4b4562938a985403f206d4",
"input": "max(age)",
"bearer": "ZTllYzAzZjM2YzA3NDA0ZGE3ZjguNDJhNDjNGU4NzkyYjY1OTY0YzUxYWU5NmU="
}
Response Format
All tools return responses in the following format:
{
"errCode": 0,
"exception": "",
"msgParams": null,
"promptMsg": null,
"success": true,
"data": {
}
}
Visual Studio Code Cline Sample
- vsCode install cline plugin
- mcp server config

- use
- get table list

- Initialize dialogue

- query: what is the sum salary

- get table list
Contact:
Related Servers
RootData MCP Server
Query cryptocurrency and blockchain project data from the RootData API.
Neo4j
Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
PDB MCP Server
Access the Protein Data Bank (PDB) for 3D structures of proteins and nucleic acids, with tools for structural analysis and comparison.
MCP SQLite Server
A Node.js MCP server for interacting with local SQLite databases, runnable via npx.
CelestialMCP
Provides astronomical data such as celestial object positions, rise/set times, and visibility information.
CData WooCommerce
A read-only MCP server for querying live WooCommerce data using the CData JDBC Driver.
DB Query Guard MCP
Guardrails for natural-language database queries.
Schematica MCP Server
Browse, create, and manage schema projects on the Schematica schema library. 8 MCP tools for AI-powered schema design and data modeling.
Elasticsearch/OpenSearch
An MCP Server for interacting with Elasticsearch and OpenSearch clusters.
engram-rs-mcp
MCP server for engram — persistent, brain-like memory for AI agents.
