LocationIQ (Geocoding & Maps) MCP Server for Vercel AI SDK 10 tools — connect in under 2 minutes
The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect LocationIQ (Geocoding & Maps) through Vinkius and every tool is available as a typed function. ready for React Server Components, API routes, or any Node.js backend.
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Vinkius supports streamable HTTP and SSE.
import { createMCPClient } from "@ai-sdk/mcp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";
async function main() {
const mcpClient = await createMCPClient({
transport: {
type: "http",
// Your Vinkius token. get it at cloud.vinkius.com
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
});
try {
const tools = await mcpClient.tools();
const { text } = await generateText({
model: openai("gpt-4o"),
tools,
prompt: "Using LocationIQ (Geocoding & Maps), list all available capabilities.",
});
console.log(text);
} finally {
await mcpClient.close();
}
}
main();
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About LocationIQ (Geocoding & Maps) MCP Server
Connect your LocationIQ account to any AI agent and take full control of affordable geocoding, routing, and geospatial intelligence through natural conversation.
The Vercel AI SDK gives every LocationIQ (Geocoding & Maps) tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 10 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. works on Edge Functions, Cloudflare Workers, and any Node.js runtime.
What you can do
- Geocoding & Search — Convert address strings into precise GPS coordinates and use autocomplete to retrieve suggestions for partial location queries directly from your agent
- Reverse Geocoding — Convert latitude and longitude coordinates into human-readable addresses, including precise postal data and localized language translations
- Advanced Routing — Calculate optimal driving, walking, or cycling paths between multiple coordinates with support for OSRM-based navigation instructions
- Distance Matrices — Compute travel duration and distance tables between multiple origins and destinations to optimize logistics and delivery workflows
- Road Snapping — Perfectly align messy GPS signals to the exact street network using native snapping configurations for accurate fleet tracking
- Geo-Fencing & Filtering — Restrict searches within specific country ISO codes or geographic bounding boxes to ensure data relevancy and regional compliance
The LocationIQ (Geocoding & Maps) MCP Server exposes 10 tools through the Vinkius. Connect it to Vercel AI SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect LocationIQ (Geocoding & Maps) to Vercel AI SDK via MCP
Follow these steps to integrate the LocationIQ (Geocoding & Maps) MCP Server with Vercel AI SDK.
Install dependencies
Run npm install @ai-sdk/mcp ai @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the script
Save to agent.ts and run with npx tsx agent.ts
Explore tools
The SDK discovers 10 tools from LocationIQ (Geocoding & Maps) and passes them to the LLM
Why Use Vercel AI SDK with the LocationIQ (Geocoding & Maps) MCP Server
Vercel AI SDK provides unique advantages when paired with LocationIQ (Geocoding & Maps) through the Model Context Protocol.
TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box
Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same LocationIQ (Geocoding & Maps) integration everywhere
Built-in streaming UI primitives let you display LocationIQ (Geocoding & Maps) tool results progressively in React, Svelte, or Vue components
Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency
LocationIQ (Geocoding & Maps) + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the LocationIQ (Geocoding & Maps) MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query LocationIQ (Geocoding & Maps) in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate LocationIQ (Geocoding & Maps) tools and return structured JSON responses to any frontend
Chatbots with tool use: embed LocationIQ (Geocoding & Maps) capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with LocationIQ (Geocoding & Maps) through natural language queries
LocationIQ (Geocoding & Maps) MCP Tools for Vercel AI SDK (10)
These 10 tools become available when you connect LocationIQ (Geocoding & Maps) to Vercel AI SDK via MCP:
calculate_directions
Calculate optimal driving, walking, or cycling route between coordinates
calculate_distance_matrix
Calculate travel duration table crossing multiple coordinate sources and destinations
check_account_balance
php` verifying explicitly how many OpenStreetMap queries remain for the Tenant API Key. Validate current LocationIQ account balance and remaining requests
reverse_geocode
php` pulling standard Place objects formatting explicit postal addresses over GPS positions. Convert latitude and longitude coordinates into a human-readable address
reverse_language_bias
Reverse Geocode lat/lon mapping translations inside specific native language tags
search_autocomplete
php` tracking prefix queries and parsing city datasets quickly. Retrieve autosuggest lists for partial location search queries
search_bounding_box
Search explicitly bounded within a geographical map rectangle
search_country_filter
Search address coordinates forced within explicit Country codes
search_geocode
php` mapping address strings into specific OpenStreetMap coordinates securely. Convert an address string into latitude and longitude coordinates
snap_nearest_roads
Snap a coordinate perfectly to the exact street network
Example Prompts for LocationIQ (Geocoding & Maps) in Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK agent to start working with LocationIQ (Geocoding & Maps) immediately.
"Find the coordinates for the 'Eiffel Tower' in Paris"
"What is the best driving route from Lisbon to Porto?"
"Check my remaining LocationIQ request balance"
Troubleshooting LocationIQ (Geocoding & Maps) MCP Server with Vercel AI SDK
Common issues when connecting LocationIQ (Geocoding & Maps) to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpLocationIQ (Geocoding & Maps) + Vercel AI SDK FAQ
Common questions about integrating LocationIQ (Geocoding & Maps) MCP Server with Vercel AI SDK.
How does the Vercel AI SDK connect to MCP servers?
createMCPClient from @ai-sdk/mcp and pass the server URL. The SDK discovers all tools and provides typed TypeScript interfaces for each one.Can I use MCP tools in Edge Functions?
Does it support streaming tool results?
useChat and streamText that handle tool calls and display results progressively in the UI.Connect LocationIQ (Geocoding & Maps) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect LocationIQ (Geocoding & Maps) to Vercel AI SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.