Pirsch Analytics MCP Server for LangChainGive LangChain instant access to 14 tools to Create Domain, Get Statistics Active, Get Statistics Events, and more
LangChain is the leading Python framework for composable LLM applications. Connect Pirsch Analytics through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this MCP Server for LangChain
The Pirsch Analytics MCP Server for LangChain is a standout in the Data Analytics 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 langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"pirsch-analytics": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Pirsch Analytics, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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 Pirsch Analytics MCP Server
Connect Pirsch Analytics to your AI agent to monitor your website traffic and user behavior without compromising privacy. This MCP server allows you to collect data and query complex statistics through natural language.
LangChain's ecosystem of 500+ components combines seamlessly with Pirsch Analytics through native MCP adapters. Connect 14 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Traffic Monitoring — Retrieve overview, visitor, and page statistics for any of your domains using specific date ranges.
- Event Tracking — Send individual or batch hits and events to track user conversions and interactions in real-time.
- Domain Management — List all configured domains and create new ones directly through the API.
- Referrer & Source Analysis — Analyze where your traffic is coming from with detailed referrer and UTM source statistics.
- Real-time Insights — Access active visitor counts and goal completion metrics to stay on top of your site's performance.
The Pirsch Analytics MCP Server exposes 14 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 14 Pirsch Analytics tools available for LangChain
When LangChain connects to Pirsch Analytics 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.
Create domain on Pirsch Analytics
Create a new domain
Get statistics active on Pirsch Analytics
Get active visitors statistics
Get statistics events on Pirsch Analytics
Get events list statistics
Get statistics goals on Pirsch Analytics
Get conversion goals statistics
Get statistics overview on Pirsch Analytics
Get overview statistics for a domain
Get statistics page on Pirsch Analytics
Get page statistics
Get statistics referrer on Pirsch Analytics
Get referrer statistics
Get statistics utm source on Pirsch Analytics
Get UTM source statistics
Get statistics visitor on Pirsch Analytics
Get visitor statistics
List domains on Pirsch Analytics
List all domains
Send event on Pirsch Analytics
Send an event to Pirsch
Send event batch on Pirsch Analytics
Send a batch of events
Send hit on Pirsch Analytics
Send as much information as possible for accurate analytics. Send a page view (hit) to Pirsch
Send hit batch on Pirsch Analytics
Send a batch of page views (hits)
Connect Pirsch Analytics to LangChain via MCP
Follow these steps to wire Pirsch Analytics into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Pirsch Analytics MCP Server
LangChain provides unique advantages when paired with Pirsch Analytics through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Pirsch Analytics MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Pirsch Analytics queries for multi-turn workflows
Pirsch Analytics + LangChain Use Cases
Practical scenarios where LangChain combined with the Pirsch Analytics MCP Server delivers measurable value.
RAG with live data: combine Pirsch Analytics tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Pirsch Analytics, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Pirsch Analytics tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Pirsch Analytics tool call, measure latency, and optimize your agent's performance
Example Prompts for Pirsch Analytics in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Pirsch Analytics immediately.
"Get visitor statistics for domain ID 'abc-123' from 2023-10-01 to 2023-10-31."
"Track a page view for 'https://example.com/pricing' from IP 1.2.3.4."
"List all my domains configured in Pirsch."
Troubleshooting Pirsch Analytics MCP Server with LangChain
Common issues when connecting Pirsch Analytics to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersPirsch Analytics + LangChain FAQ
Common questions about integrating Pirsch Analytics MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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