Integrate Devin with Live MongoDB Data Using CData Connect AI
Devin is an AI software engineer from Cognition that plans, writes, and tests code in autonomous sessions. It supports the model context protocol (MCP) through its built-in MCP marketplace, allowing you to install remote MCP servers and give Devin access to external tools and live data sources.
By integrating Devin with CData Connect AI through the built-in MCP Server, Devin gains governed, real-time access to live MongoDB data. You can list catalogs, explore schemas, and query records from MongoDB data using natural language prompts, with all data access running securely against authorized sources.
This article explains how to configure MongoDB connectivity in Connect AI, install the CData Connect AI MCP Server from the Devin MCP marketplace, and verify the integration by querying live MongoDB data from a Devin session.
About MongoDB Data Integration
Accessing and integrating live data from MongoDB has never been easier with CData. Customers rely on CData connectivity to:
- Access data from MongoDB 2.6 and above, ensuring broad usability across various MongoDB versions.
- Easily manage unstructured data thanks to flexible NoSQL (learn more here: Leading-Edge Drivers for NoSQL Integration).
- Leverage feature advantages over other NoSQL drivers and realize functional benefits when working with MongoDB data (learn more here: A Feature Comparison of Drivers for NoSQL).
MongoDB's flexibility means that it can be used as a transactional, operational, or analytical database. That means CData customers use our solutions to integrate their business data with MongoDB or integrate their MongoDB data with their data warehouse (or both). Customers also leverage our live connectivity options to analyze and report on MongoDB directly from their preferred tools, like Power BI and Tableau.
For more details on MongoDB use case and how CData enhances your MongoDB experience, check out our blog post: The Top 10 Real-World MongoDB Use Cases You Should Know in 2024.
Getting Started
Step 1: Configure MongoDB connectivity for Devin
Connectivity to MongoDB from Devin is made possible through Connect AI's Remote MCP Server. To interact with MongoDB data from Devin, start by creating and configuring a MongoDB connection in Connect AI.
- Log into Connect AI, click Sources, and then click Add Connection
- Select MongoDB from the Add Connection panel
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Enter the necessary authentication properties to connect to MongoDB.
Set the Server, Database, User, and Password connection properties to connect to MongoDB. To access MongoDB collections as tables you can use automatic schema discovery or write your own schema definitions. Schemas are defined in .rsd files, which have a simple format. You can also execute free-form queries that are not tied to the schema.
- Click Save & Test
- Navigate to the Permissions tab and update user-based permissions
With the MongoDB connection configured, Devin can now connect to MongoDB data through Connect AI.
Step 2: Install the Connect AI MCP Server in Devin
Next, install the CData Connect AI MCP Server from the Devin MCP servers list so your sessions can discover and call live data tools through Connect AI.
Note: Installing MCP servers in Devin requires the Manage MCP Servers permission. If you don't have this permission, use the Suggest option or contact your organization admin.
- Log into Devin and navigate to Settings and Connections, then select the MCP servers tab
- Search for CData Connect AI in the marketplace and select the verified listing
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Click Install and enable. When prompted, complete the OAuth flow to authenticate with your Connect AI account
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Once installed, confirm the Enable in sessions toggle is on and click Test tools. Devin validates the connection and lists the available Connect AI tools, such as getCatalogs, getSchemas, getTables, and queryData
With the MCP server installed and enabled, the Connect AI tools are available to every Devin session in your workspace.
Step 3: Query live MongoDB data from Devin
With the integration complete, start a Devin session and interact with live MongoDB data through natural language prompts.
- From the Devin home page, start a new session
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In the session prompt, ask Devin to work with your Connect AI data, for example:
- Can you list the connections in CData Connect AI
- Show the available schemas and tables for MongoDB
- Query the top 5 records from a table in MongoDB
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Devin calls the Connect AI MCP Server and returns live results from MongoDB data directly in the session. You can follow the tool calls, inputs, and outputs in the Progress panel
At this point, Devin communicates with the Connect AI MCP Server and retrieves live MongoDB data through remote MCP tools directly from your sessions, whether you're exploring data, building features against it, or automating engineering tasks.
Get started with CData Connect AI
To access hundreds of SaaS, big data, and NoSQL sources directly from your cloud applications, try CData Connect AI today. Download a free 14-day trial of CData Connect AI, and our Support Team is available to help with any questions you have.