OpenGov Socrata▌
by srobbin
Access and analyze open government data, including budgets and crime stats, from Socrata gov datasets—no API key needed.
Enables access to public government datasets from Socrata-powered portals through a unified tool for searching, querying, and analyzing data like budgets, crime statistics, and transportation information without requiring an API key.
Both formats append explainx.ai attribution and the canonical URL for this MCP server listing.
best for
- / Journalists researching public records
- / Data analysts studying government trends
- / Researchers needing civic datasets
- / Citizens exploring local government data
capabilities
- / Search government datasets by keyword or category
- / Query public data using SQL-like syntax
- / View dataset metadata and column information
- / Analyze government budgets and spending data
- / Access crime statistics and public safety data
- / Retrieve transportation and infrastructure data
what it does
Connects to government open data portals powered by Socrata to search and query public datasets like budgets, crime stats, and transportation data. No API key required for accessing public government information.
about
OpenGov Socrata is a community-built MCP server published by srobbin that provides AI assistants with tools and capabilities via the Model Context Protocol. Access and analyze open government data, including budgets and crime stats, from Socrata gov datasets—no API key needed. It is categorized under databases, analytics data.
how to install
You can install OpenGov Socrata in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
license
MIT
OpenGov Socrata is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
readme
OpenGov MCP Server
An MCP (Model Context Protocol) server that enables MCP clients like Claude Desktop to access Socrata Open Data APIs. This integration allows Claude Desktop to search for, retrieve, and analyze public datasets from government data portals.
Overview
This MCP server provides access to open data from any Socrata-powered data portal, including those from cities, states, and federal agencies such as:
No API key is required for basic usage, as the server accesses public data.
Features
With this MCP server, clients can:
- Search and discover datasets by keyword, category, or tags
- View dataset metadata and column information
- Run SQL-like queries to retrieve and analyze data
- Get portal usage statistics
Installation for Claude Desktop
Quick Setup with npx (Recommended)
The easiest way to use this MCP server is with npx, which doesn't require any installation:
-
Create or edit your Claude Desktop configuration:
Create or edit
claude_desktop_config.jsonin your home directory:{ "mcpServers": { "opengov": { "command": "npx", "args": ["-y", "opengov-mcp-server@latest"], "env": { "DATA_PORTAL_URL": "https://data.cityofchicago.org" } } } }You can replace the DATA_PORTAL_URL with any Socrata-powered data portal.
-
Restart Claude Desktop (if it was already running)
-
Start using the MCP server:
In Claude Desktop, you can now ask questions like:
How many cars were towed in Chicago this month?and you can follow up with questions that drill further into detail:
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 from Source
If you prefer to run from source (for development or customization):
-
Clone this repository:
git clone https://github.com/srobbin/opengov-mcp-server.git cd opengov-mcp-server -
Install dependencies and build:
npm install npm run build -
Create Claude Desktop configuration:
Create or edit
claude_desktop_config.jsonin 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-serverwith the actual path where you cloned the repository. -
Restart Claude Desktop (if it was already running)
Available Tool: get_data
This MCP server provides a unified get_data tool that Claude Desktop uses to access Socrata data.
Parameters
-
type(string, required): Operation typecatalog: Search and list datasetscategories: List dataset categoriestags: List dataset tagsdataset-metadata: Get dataset detailscolumn-info: Get dataset column informationdata-access: Query and retrieve recordssite-metrics: Get portal statistics
-
domain(string, optional): Data portal hostname (without protocol) -
query(string, optional): Search query for datasets -
datasetId(string): Dataset identifier for specific operations -
soqlQuery(string, optional): SoQL query for filtering data -
limit(number, optional): Maximum results to return (default: 10) -
offset(number, optional): Results to skip for pagination (default: 0)
Example Queries
These are examples of how Claude Desktop will format queries to the MCP server:
// 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 (recommended)
- In your environment variables
- Via command line:
DATA_PORTAL_URL=https://data.cityofchicago.org opengov-mcp-server
FAQ
- What is the OpenGov Socrata MCP server?
- OpenGov Socrata is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
- How do MCP servers relate to agent skills?
- Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
- How are reviews shown for OpenGov Socrata?
- This profile displays 68 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.6 out of 5—verify behavior in your own environment before production use.
Use Cases▌
Direct Database Queries from AI
Enable Claude to query your database directly using natural language
Example
Ask 'Show me top 10 customers by revenue this month' and get SQL results instantly
Eliminate manual SQL writing for ad-hoc queries, get insights 10x faster
Data Analysis & Reporting
Generate complex reports and analytics without leaving conversation
Example
Analyze sales trends, cohort retention, user behavior patterns conversationally
Democratize data access—non-technical team members can query databases
Schema Exploration
Understand database structure, relationships, and data models
Example
'Explain the user_orders table schema and its relationships'
Onboard engineers faster, explore unfamiliar databases efficiently
Data Validation & Quality Checks
Run data quality queries to catch anomalies and inconsistencies
Example
Find duplicate records, missing values, orphaned foreign keys automatically
Maintain data integrity with less manual SQL work
Implementation Guide▌
Prerequisites
- ›Claude Desktop 0.7.0+ or Cursor with MCP support
- ›Database credentials (read-only recommended for safety)
- ›Network access from Claude client to database
- ›Understanding of database security and access control
Time Estimate
15-30 minutes including configuration and testing
Installation Steps
- 1.Install MCP server: npm install -g @modelcontextprotocol/server-[name]
- 2.Configure database connection in Claude Desktop config (~/.claude/mcp.json)
- 3.Provide connection string: host, port, database, username, password
- 4.Restart Claude Desktop to load MCP server
- 5.Test connection: 'List all tables in database'
- 6.Run simple query: 'Show me 5 rows from users table'
- 7.Verify results and permissions are correct
- 8.Document query patterns for team use
Troubleshooting
- ⚠Connection refused: Check database is running and network accessible
- ⚠Authentication failed: Verify credentials, check user permissions
- ⚠Claude can't see tables: Grant appropriate read permissions to database user
- ⚠Slow queries: Add indexes, limit result set size, use read replicas
- ⚠MCP server not loading: Check config syntax, restart Claude Desktop
Best Practices▌
✓ Do
- +Use read-only database credentials to prevent accidental writes
- +Connect to read replica, not production primary database
- +Set query timeout limits to prevent long-running queries
- +Document database schema and common queries for AI context
- +Monitor query performance and optimize slow queries
- +Use connection pooling for better performance
- +Test with non-production data first
✗ Don't
- −Don't use production write credentials—risk of data corruption
- −Don't query production database during peak traffic hours
- −Don't expose sensitive PII without proper access controls
- −Don't skip query result validation—AI can misinterpret schema
- −Don't allow unlimited result set sizes—set LIMIT clauses
- −Don't share database credentials in plain text config files
💡 Pro Tips
- ★Create database views for common queries to simplify AI access
- ★Add schema comments/descriptions so AI understands column meanings
- ★Use semantic table/column names ('customer_lifetime_value' not 'clv')
- ★Set up query logging to audit what Claude is querying
- ★Create saved query templates for recurring analysis
- ★Combine with data visualization tools for better insights
Technical Details▌
Architecture
MCP server acts as bridge between Claude and database, translating natural language to SQL queries and returning results in structured format.
Protocols
- Model Context Protocol (MCP)
- Database-specific protocols (PostgreSQL, MySQL, MongoDB)
Compatibility
- PostgreSQL
- MySQL
- SQLite
- MongoDB
- Redis
When to Use This▌
✓ Use When
Use for ad-hoc data queries, exploratory analysis, report generation, schema exploration, and democratizing data access. Best for read-heavy analytics workloads.
✗ Avoid When
Avoid for production write operations, mission-critical transactions, real-time OLTP workloads, or when database contains sensitive PII without proper access controls. Use read replicas, not primary.
Integration▌
- →Read replica connection for analytics queries
- →Database view layer to abstract complex joins
- →Query result caching for repeated questions
- →Audit logging of all AI-generated queries
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
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Ratings
4.6★★★★★68 reviews- ★★★★★Dev Mehta· Dec 20, 2024
OpenGov Socrata has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
- ★★★★★Chaitanya Patil· Dec 4, 2024
We evaluated OpenGov Socrata against two servers with overlapping tools; this profile had the clearer scope statement.
- ★★★★★Michael Ramirez· Dec 4, 2024
According to our notes, OpenGov Socrata benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
- ★★★★★Anika Harris· Dec 4, 2024
We evaluated OpenGov Socrata against two servers with overlapping tools; this profile had the clearer scope statement.
- ★★★★★Piyush G· Nov 23, 2024
Useful MCP listing: OpenGov Socrata is the kind of server we cite when onboarding engineers to host + tool permissions.
- ★★★★★Diego Gonzalez· Nov 23, 2024
I recommend OpenGov Socrata for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Anika Singh· Nov 23, 2024
Useful MCP listing: OpenGov Socrata is the kind of server we cite when onboarding engineers to host + tool permissions.
- ★★★★★Dev Singh· Nov 11, 2024
Strong directory entry: OpenGov Socrata surfaces stars and publisher context so we could sanity-check maintenance before adopting.
- ★★★★★Anika Thompson· Nov 7, 2024
We wired OpenGov Socrata into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
- ★★★★★Evelyn Desai· Nov 3, 2024
OpenGov Socrata is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.
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