UBOS Asset Marketplace: Unleashing the Power of Open Data with MCP Servers for Claude Desktop

In the rapidly evolving landscape of artificial intelligence, the ability to access and process vast amounts of data is paramount. Large Language Models (LLMs) like Claude are transforming industries by enabling sophisticated data analysis, natural language understanding, and automated decision-making. However, the true potential of these AI models is unlocked when they can seamlessly integrate with real-world data sources.

At UBOS, we understand this critical need. That’s why we’re excited to feature the OpenGov MCP (Model Context Protocol) Server on our Asset Marketplace, specifically designed for Claude Desktop. This integration empowers users to harness the wealth of open government data directly within their AI workflows.

What is an MCP Server and Why Does It Matter?

Before diving into the specifics of the OpenGov MCP Server, let’s clarify what an MCP Server is and why it’s a game-changer for AI development.

MCP stands for Model Context Protocol. It’s an open standard that defines how applications provide context to LLMs. Think of it as a bridge that allows AI models to access and interact with external data sources and tools in a standardized and secure manner. Without an MCP, integrating LLMs with external data becomes a complex and often brittle process, requiring custom code and significant engineering effort.

MCP Servers like the OpenGov server act as intermediaries, translating requests from AI models into queries that external systems can understand, and then formatting the responses in a way that the AI model can readily consume. This abstraction simplifies the integration process and allows AI developers to focus on building intelligent applications rather than wrestling with data connectivity issues.

OpenGov MCP Server: Your Gateway to Public Datasets

The OpenGov MCP Server is a specific implementation of the MCP protocol that provides access to open data from Socrata-powered data portals. Socrata is a leading provider of data publishing and analytics platforms for government agencies at all levels – cities, states, and federal entities. This means that the OpenGov MCP Server can tap into a vast repository of publicly available datasets covering a wide range of topics, from crime statistics and budget information to transportation data and environmental indicators.

Key Features and Benefits:

• Seamless Integration with Claude Desktop: The OpenGov MCP Server is specifically designed to work with Claude Desktop, Anthropic’s desktop application for interacting with the Claude LLM. This integration makes it incredibly easy to access and analyze public data directly within your Claude workflows.
• Access to a Wide Range of Datasets: By connecting to Socrata-powered data portals, the OpenGov MCP Server provides access to a diverse collection of datasets from various government agencies. This allows you to explore and analyze data relevant to your specific interests or business needs.
• No API Key Required: Basic usage of the OpenGov MCP Server doesn’t require an API key, as it accesses public data. This removes a common barrier to entry and allows you to start exploring data immediately.
• SQL-like Querying: The server supports SQL-like queries, allowing you to filter, sort, and aggregate data using familiar syntax. This makes it easy to extract the specific information you need from large datasets.
• Dataset Discovery: The server provides tools for searching and discovering datasets by keyword, category, or tags, making it easy to find the data you’re looking for.
• Metadata Access: You can view dataset metadata and column information, providing valuable context and helping you understand the structure and content of the data.
• Portal Usage Statistics: The server provides access to portal usage statistics, giving you insights into the popularity and activity of different datasets.

Use Cases:

• Urban Planning: Analyze transportation patterns, population demographics, and zoning regulations to inform urban planning decisions.
• Public Health: Track disease outbreaks, monitor environmental conditions, and assess the effectiveness of public health programs.
• Financial Analysis: Analyze government spending, revenue data, and economic indicators to identify trends and opportunities.
• Journalism and Research: Investigate government activities, uncover hidden patterns, and support data-driven journalism.
• Civic Engagement: Empower citizens to access and analyze public data, promoting transparency and accountability.
• Business Intelligence: Integrate public data with internal business data to gain a more complete understanding of market trends and customer behavior.

Getting Started with the OpenGov MCP Server

Setting up the OpenGov MCP Server for Claude Desktop is straightforward. The recommended approach is to use npx, which allows you to run the server without any installation.

Quick Setup with npx:

1. Create or edit your Claude Desktop configuration:

   Create or edit claude_desktop_config.json in your home directory. This file tells Claude Desktop how to connect to the MCP server.

   { “mcpServers”: { “opengov”: { “command”: “npx”, “args”: [“-y”, “opengov-mcp-server@latest”], “env”: { “DATA_PORTAL_URL”: “https://data.cityofchicago.org” } } } }

   Replace https://data.cityofchicago.org with the URL of your preferred Socrata-powered data portal.

2. Restart Claude Desktop:

   If Claude Desktop was already running, restart it to apply the new configuration.

3. Start using the MCP server:

   In Claude Desktop, you can now ask questions like:

   How many cars were towed in Chicago this month?

   You can then follow up with more detailed questions:

   Which make and color were towed the most? Also, were there any interesting vanity plates?

   The first time you run a query, npx will automatically download and run the latest version of the server.

Manual Installation (for Development):

If you prefer to run the server from source for development or customization purposes, you can follow these steps:

1. Clone the repository:

   bash git clone https://github.com/srobbin/opengov-mcp-server.git cd opengov-mcp-server

2. Install dependencies and build:

   bash npm install npm run build

3. Create Claude Desktop configuration:

   Create or edit claude_desktop_config.json in your home directory:

   { “mcpServers”: { “opengov”: { “command”: “node”, “args”: [ “/path/to/your/opengov-mcp-server/dist/index.js” ], “env”: { “DATA_PORTAL_URL”: “https://data.cityofchicago.org” } } } }

   Replace /path/to/your/opengov-mcp-server with the actual path where you cloned the repository.

4. Restart Claude Desktop:

   Restart Claude Desktop to apply the new configuration.

The get_data Tool

The OpenGov MCP Server provides a unified get_data tool that Claude Desktop uses to access Socrata data. This tool supports various operations, including:

• catalog: Search and list datasets.
• categories: List dataset categories.
• tags: List dataset tags.
• dataset-metadata: Get dataset details.
• column-info: Get dataset column information.
• data-access: Query and retrieve records.
• site-metrics: Get portal statistics.

The tool accepts parameters such as domain (data portal hostname), query (search query), datasetId (dataset identifier), soqlQuery (SoQL query for filtering data), limit (maximum results), and offset (results to skip for pagination).

Here are some example queries:

javascript // Find datasets about budgets { “type”: “catalog”, “query”: “budget”, “limit”: 5 }

// Get information about a dataset { “type”: “dataset-metadata”, “datasetId”: “6zsd-86xi” }

// Query dataset records with SQL-like syntax { “type”: “data-access”, “datasetId”: “6zsd-86xi”, “soqlQuery”: “SELECT * WHERE amount > 1000 ORDER BY date DESC”, “limit”: 10 }

Configuration Options

The server requires one environment variable:

• DATA_PORTAL_URL: The Socrata data portal URL (e.g., https://data.cityofchicago.org)

This can be set in the Claude Desktop configuration, in your environment variables, or via the command line.

UBOS: Your Partner in AI Agent Development

The OpenGov MCP Server is just one example of the many powerful assets available on the UBOS Asset Marketplace. UBOS is a full-stack AI Agent Development Platform focused on bringing AI Agents to every business department.

Our platform helps you:

• Orchestrate AI Agents: Design and manage complex AI Agent workflows.
• Connect them with your enterprise data: Integrate AI Agents with your existing data sources, including databases, APIs, and file systems.
• Build custom AI Agents with your LLM model: Tailor AI Agents to your specific needs using your own LLM models.
• Multi-Agent Systems: Create collaborative AI systems that can solve complex problems.

By leveraging the UBOS platform and assets like the OpenGov MCP Server, you can accelerate your AI development efforts and unlock the full potential of AI Agents in your organization. Explore the UBOS Asset Marketplace today and discover the tools and resources you need to build the next generation of intelligent applications.