Integrate Theia IDE with Live JSON Data via CData Connect AI

Theia IDE is an open-source, cloud and desktop IDE platform that provides a flexible, extensible development environment with built-in AI capabilities. Its AI features support multiple LLM providers and MCP (Model Context Protocol) tool integrations, allowing developers to interact with live external data sources directly from chat-based agents inside the IDE.

By integrating Theia IDE with CData Connect AI through the built-in MCP server, Theia's AI agents gain governed, real-time access to live JSON services. This enables developers to list catalogs, explore schemas, and query records from JSON services without leaving the editor or writing custom integration code.

This article explains how to configure JSON connectivity in Connect AI, generate the required personal access token, register the CData Connect AI MCP Server in Theia IDE, enable AI features with an LLM provider, and verify the integration by querying live JSON services from the Theia AI Chat.

Step 1: Configure JSON connectivity for Theia IDE

Connectivity to JSON from Theia IDE is made possible through Connect AI's Remote MCP Server. To interact with JSON services from Theia IDE, start by creating and configuring a JSON connection in Connect AI.

1. Log into Connect AI, click Sources, and then click Add Connection

2. Select JSON from the Add Connection panel

3. Enter the necessary authentication properties to connect to JSON.

   See the Getting Started chapter in the data provider documentation to authenticate to your data source: The data provider models JSON APIs as bidirectional database tables and JSON files as read-only views (local files, files stored on popular cloud services, and FTP servers). The major authentication schemes are supported, including HTTP Basic, Digest, NTLM, OAuth, and FTP. See the Getting Started chapter in the data provider documentation for authentication guides.

   After setting the URI and providing any authentication values, set DataModel to more closely match the data representation to the structure of your data.

   The DataModel property is the controlling property over how your data is represented into tables and toggles the following basic configurations.

   • Document (default): Model a top-level, document view of your JSON data. The data provider returns nested elements as aggregates of data.
   • FlattenedDocuments: Implicitly join nested documents and their parents into a single table.
   • Relational: Return individual, related tables from hierarchical data. The tables contain a primary key and a foreign key that links to the parent document.

   See the Modeling JSON Data chapter for more information on configuring the relational representation. You will also find the sample data used in the following examples. The data includes entries for people, the cars they own, and various maintenance services performed on those cars.

   
4. Click Save & Test
5. Navigate to the Permissions tab and update user-based permissions

Add a Personal Access Token

A Personal Access Token (PAT) is used to authenticate the connection to Connect AI from Theia IDE. It is best practice to create a separate PAT for each integration to maintain granular access control.

1. Click the gear icon () at the top right of the Connect AI app to open Settings
2. On the Settings page, go to the Access Tokens section and click Create PAT
3. Give the PAT a descriptive name and click Create

4. Copy the token when displayed and store it securely. It will not be shown again

With the JSON connection configured and a PAT generated, Theia IDE can now connect to JSON services through Connect AI.

Step 2: Configure Connect AI MCP in Theia IDE

Next, register the CData Connect AI Remote MCP Server in Theia IDE so that the built-in AI agents can discover and call live data tools through Connect AI.

1. Download and install the Theia IDE
2. Open Theia IDE and navigate to Settings (or press Ctrl + ,) to open the Settings view
3. In the Settings panel, expand AI Features and select MCP
4. Click Edit in settings.json to open the configuration file and paste the following JSON:

   {
       "ai-features.mcp.mcpServers": {
           "cdata": {
               "serverUrl": "https://mcp.cloud.cdata.com/mcp",
               "serverAuthToken": "Basic your_base64_encoded_email_PAT",
               "serverAuthTokenHeader": "Authorization"
           }
       }
   }

   Note: Theia IDE will use Basic authentication with Connect AI. Combine your Connect AI user email and the PAT you created earlier in the format email:PAT, base64 encode the combined string, and prefix it with Basic. For example, given [email protected]:ABC123...XYZ789, the serverAuthToken value becomes something like: Basic dXNlckBkb21haW4uY29tOkFCQzEyMy4uLlhZWjc4OQ==

   
5. Save the settings.json file

Enable AI and configure an LLM provider

Theia IDE requires AI features to be enabled and at least one LLM provider configured to power the agent's reasoning.

1. Return to Settings and under AI Features, select AI Enablement
2. Check the Enable AI box to activate Theia's AI capabilities
3. Under AI Features, choose your preferred LLM provider (e.g., Anthropic, OpenAI, Google, Hugging Face) and enter your API key

With the MCP server registered and an LLM provider configured, Theia's AI agents are ready to query live JSON services through Connect AI.

Step 3: Query live JSON services from the Theia AI Chat

With the integration complete, use the Theia AI Chat panel to interact with live JSON services.

1. Open the AI Chat panel from the right sidebar of the Theia IDE
2. At the bottom of the chat, click the Toggle Capabilities Configuration icon (or press Ctrl + Shift + .) to open the capabilities panel
3. Under Generic Capabilities, expand MCP and check the cdata server (and any specific tools you want to expose) to make the Connect AI tools available to the agent
4. Type @AppTester in the chat input followed by your prompt, for example:
   • List all catalogs in my cdata mcp
   • Show the available schemas and tables for JSON
   • Query the top 5 records from a table in JSON services
5. The agent calls the Connect AI MCP Server and returns live results from JSON services

At this point, your Theia IDE communicates with the Connect AI MCP Server and retrieves live JSON services through remote MCP directly from the editor.

Get CData Connect AI

To access hundreds of SaaS, Big Data, and NoSQL sources directly from your cloud applications, try CData Connect AI today! Start a free 14-day trial of CData Connect AI today, and as always, our world-class Support Team is available to assist you with any questions you may have.