GoatCounter MCP Server for LlamaIndexGive LlamaIndex instant access to 14 tools to Count Hits, Create Site, Download Export, and more
GDPR Free for SubscribersLlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add GoatCounter as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this MCP Server for LlamaIndex
The GoatCounter MCP Server for LlamaIndex 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
Geminiimport asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to GoatCounter. "
"You have 14 tools available."
),
)
response = await agent.run(
"What tools are available in GoatCounter?"
)
print(response)
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.
LlamaIndex agents combine GoatCounter tool responses with indexed documents for comprehensive, grounded answers. Connect 14 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex
When LlamaIndex 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 LlamaIndex via MCP
Follow these steps to wire GoatCounter into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the GoatCounter MCP Server
LlamaIndex provides unique advantages when paired with GoatCounter through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine GoatCounter tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain GoatCounter tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query GoatCounter, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what GoatCounter tools were called, what data was returned, and how it influenced the final answer
GoatCounter + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the GoatCounter MCP Server delivers measurable value.
Hybrid search: combine GoatCounter real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query GoatCounter to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying GoatCounter for fresh data
Analytical workflows: chain GoatCounter queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for GoatCounter in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting GoatCounter to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpGoatCounter + LlamaIndex FAQ
Common questions about integrating GoatCounter MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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