Vinkius

Geocodio MCP. Map Addresses to Census and District Data

Geocodio lets you handle all your North American location data through natural conversation. It performs batch geocoding and reverse geocoding for US/Canada, pulling deep Census demographics and legislative records directly into your workflow. Use it to validate addresses, find coordinates, or pull neighborhood statistics for thousands of points at once.

Geocodio MCP is compatible with Claude Claude
Geocodio MCP is compatible with ChatGPT ChatGPT
Geocodio MCP is compatible with Cursor Cursor
Geocodio MCP is compatible with Gemini Gemini
Geocodio MCP is compatible with Windsurf Windsurf
Geocodio MCP is compatible with VS Code VS Code
Geocodio MCP is compatible with JetBrains JetBrains
Geocodio MCP is compatible with Vercel Vercel
See Vinkius in Action

Give Claude and any AI agent real-world access

Geocoding Addresses

Takes an address string and reliably outputs precise latitude and longitude coordinates for US/Canada locations.

Reverse Geocoding

Turns a set of coordinates back into a formatted street address, identifying the specific neighborhood or grid system it belongs to.

Census Data Enrichment

Appends detailed demographic information—like median income or unemployment rates from ACS data—to any given location record.

Legislative Mapping

Determines which political boundaries, such as congressional districts or state lines, encompass a specific geographic point.

High-Volume Batch Processing

Processes large arrays of up to 10,000 addresses in one go, managing the workflow without manual intervention.

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AI Agent
Geocodio

What AI agents can do with Geocodio: 10 Location Tools

These tools allow your agent to perform every step of geospatial analysis, from validating a single address to processing massive lists of coordinates.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using Geocodio MCP

Batch Enriched Geocode

Processes multiple addresses simultaneously and adds detailed time zone information.

Batch Geocode Addresses

Identifies the precise coordinates for a list of specific addresses in bulk.

Batch Enriched Reverse

Automatically validates a batch of addresses and pulls associated Census demographic...

Batch Reverse Pins

Takes a list of coordinates and verifies them to find the matching street address or...

Format Coordinate String

Creates a standardized JSON payload structure from existing location strings for...

Geocode Us Address

Finds the coordinates and structured data for a single US or Canadian address input.

Geocode Enriched Fields

Extracts detailed demographic properties, such as Census information, from an address location.

List Schema Fields

Checks and reports exactly which fields of data are available for retrieval from the...

Reverse Geocode

Takes coordinates and retrieves the full associated street address in the US or...

Reverse Enriched Fields

Retrieves specific structured rules, such as congressional district boundaries, for...

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Geocodio MCP is compatible with Claude

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The Geocodio integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on each call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with Geocodio, then connect any of our 5,200+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,200+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Connections are secured and governed automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog weekly
Geocodio MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Geocodio. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Policy on each call

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Token Compression

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Tracking down specific neighborhood data used to be a massive headache.

Think about the old way: You get a list of addresses in an Excel sheet. To find out the median income for those areas, you copy-paste the whole list into one website. Then, if you want to check who represents that area politically, you have to go to a second site and manually look up coordinates. It's tedious, slow, and prone to human error.

Now, with this MCP, your agent does all of that in a single conversational prompt. You ask for the location data and tell it which demographics or legislative fields you need. The AI client processes the entire batch, pulling together validated coordinates, Census stats, and district info—all without you leaving the chat.

Geocodio MCP delivers structured demographic context.

The biggest time sink? The manual reconciliation of disparate data sources. You spend hours validating if a coordinate point actually belongs to a specific census tract or congressional district, usually requiring multiple platform logins and copy-pasting between them.

This MCP eliminates that friction. It centralizes the entire process into one structured request. What you get now is clean, validated JSON—a single source of truth for your North American data.

What Geocodio MCP does for your AI

Need to understand a physical address—where exactly is it, what area does it fall into, and what kind of economic data belongs there? This MCP connects your AI client directly to Geocodio's powerful location tools. Instead of jumping between spreadsheets, mapping services, and census websites, you ask your agent, 'What's the demographic profile for this block?' The tool handles the complex process of finding coordinates, validating the address against official records, and enriching that data with everything from timezones to congressional district boundaries.

It’s built for high-volume work; whether you're analyzing a list of 50 or 5,000 addresses, it processes the batch efficiently. Because this MCP is hosted on Vinkius, your AI client accesses all these complex location functions through one single connection point, making geo-analysis as simple as chatting with a colleague.

Built · Hosted · Managed by Vinkius Geocodio-MCP - Geocoding & Census Data Enrichment
Server ID 019d75a3-7459-735b-b570-59b6e30d5c32
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Frequently asked questions about Geocodio MCP

Can Geocodio MCP handle more than 10,000 addresses? +

The listing supports batch processing up to 10,000 physical locations in a single request. For extremely high volumes beyond this, you'll need to implement chunking logic within your client workflow.

What kind of data can I pull using geocode_enriched_fields? +

You can retrieve structural properties like Census demographics (ACS), timezones, and state legislative layouts. The tool's schema is flexible, allowing you to query specific fields.

Does Geocodio MCP support addresses outside of the US or Canada? +

No. This MCP is specifically designed for geocoding and validating addresses within North America (US/Canada) only. It will not process international locations.

What is the difference between reverse_geocode and batch_reverse_pins? +

The reverse_geocode tool takes coordinates to find a general, formatted street address. The batch_reverse_pins tool is designed for high volume, taking a list of pins to verify them against specific delivery alternatives.

How do I check what data fields are available before running a query? +

Use the list_schema_fields function. It validates the API logic and informs your agent exactly which demographic or legislative bounds you can request synchronously, saving time on faulty queries.