GoatCounter MCP Server for Pydantic AIGive Pydantic AI instant access to 14 tools to Count Hits, Create Site, Download Export, and more
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect GoatCounter through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
Ask AI about this MCP Server for Pydantic AI
The GoatCounter MCP Server for Pydantic AI is a standout in the Productivity category — giving your AI agent 14 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to GoatCounter "
"(14 tools)."
),
)
result = await agent.run(
"What tools are available in GoatCounter?"
)
print(result.data)
asyncio.run(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 GoatCounter MCP Server
Connect your GoatCounter account to any AI agent to monitor your web traffic without compromising user privacy. This MCP server allows you to query detailed statistics, manage site configurations, and handle data exports through natural conversation.
Pydantic AI validates every GoatCounter tool response against typed schemas, catching data inconsistencies at build time. Connect 14 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
What you can do
- Traffic Insights — Retrieve pageview counts, total hits, and referral statistics for specific paths.
- Visitor Analytics — Break down stats by categories such as browsers, operating systems, locations, and languages.
- Data Portability — Initiate, monitor, and download full CSV/JSON data exports for external analysis.
- Site Management — List all your registered sites, create new ones, or update existing site configurations.
- Custom Event Tracking — Send hits or events directly from your backend or middleware to your GoatCounter dashboard.
The GoatCounter MCP Server exposes 14 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 14 GoatCounter tools available for Pydantic AI
When Pydantic AI connects to GoatCounter through Vinkius, your AI agent gets direct access to every tool listed below — spanning web-analytics, privacy-focused, traffic-monitoring, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Count hits on GoatCounter
Send pageviews or events to GoatCounter
Create site on GoatCounter
Create a new site
Download export on GoatCounter
Download a completed export file
Get export on GoatCounter
Get export status and metadata
Get me on GoatCounter
Get current user and API key info
Get site on GoatCounter
Detailed information about a site
Get stats hits on GoatCounter
Overview of pageviews per path
Get stats hits path on GoatCounter
Referral statistics for a specific path
Get stats page on GoatCounter
Stats for specific categories (browsers, systems, etc)
Get stats page detail on GoatCounter
g., browser versions). Detailed stats for a specific item in a category
Get stats total on GoatCounter
Total pageview counts for a date range
List sites on GoatCounter
List all sites accessible by the user
Start export on GoatCounter
Returns an export ID to check status. Start a new data export in the background
Update site on GoatCounter
Update site settings
Connect GoatCounter to Pydantic AI via MCP
Follow these steps to wire GoatCounter into Pydantic AI. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install Pydantic AI
pip install pydantic-aiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use Pydantic AI with the GoatCounter MCP Server
Pydantic AI provides unique advantages when paired with GoatCounter through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your GoatCounter integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your GoatCounter connection logic from agent behavior for testable, maintainable code
GoatCounter + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the GoatCounter MCP Server delivers measurable value.
Type-safe data pipelines: query GoatCounter with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple GoatCounter tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query GoatCounter and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock GoatCounter responses and write comprehensive agent tests
Example Prompts for GoatCounter in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with GoatCounter immediately.
"Show me the total pageview counts for the last 30 days."
"List all the sites registered in my GoatCounter account."
"Get detailed stats for browser versions used by my visitors."
Troubleshooting GoatCounter MCP Server with Pydantic AI
Common issues when connecting GoatCounter to Pydantic AI through Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiGoatCounter + Pydantic AI FAQ
Common questions about integrating GoatCounter MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.Does Pydantic AI validate MCP tool responses?
Can I switch LLM providers without changing MCP code?
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