How to Use the Clash of Clans Strategy & War Analytics MCP in LangChain

Q: How do I pass the Clash of Clans Strategy & War Analytics toolset to a LangChain agent?

Install langchain-mcp-adapters and instantiate the MultiServerMCPClient pointing to the Vinkius endpoint. Call client.gettools() to retrieve the Clash of Clans tools and pass them directly to your createagent call.

Q: Can I trace Clash of Clans Strategy & War Analytics API latency in LangChain using LangSmith?

Yes, every call to tools like getclandetails or getclanwarlog generates a trace in LangSmith. You can inspect the exact payload returned from the Clash of Clans API alongside the token usage for that specific step in your chain.

Q: How does LangChain handle complex war logs from Clash of Clans Strategy & War Analytics?

The agent receives structured JSON from the getclanwarlog tool and passes it to the next node in your LangGraph chain. This allows the LLM to parse historical win/loss ratios and opponent strength without manual data formatting.

Build multi-step war strategy chains using Clash of Clans Strategy & War Analytics in LangChain.

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Setup Clash of Clans Strategy & War Analytics with LangChain

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Perplexity

Map live clan war status into LangChain reasoning chains

The `get_current_war` tool pulls active war metrics directly into your LangChain agent's MCP execution context. Your agent uses this live war data to inspect ongoing attacks, remaining stars, and destruction percentages before deciding which clan member needs to attack next. By feeding this raw API output directly into the next link of your graph, the agent builds a dynamic roster of available targets. You don't write hardcoded parsing logic because LangChain passes the structured war payload straight to your LLM for real-time tactical decisions.

Track player progress across CWL seasons with LangSmith

The `get_player_profile` tool fetches detailed offensive and defensive statistics for any specific player tag. Your LangChain chains feed this player profile into downstream prompt templates to evaluate hero levels, troop levels, and war star counts. Every single tool call gets logged automatically via LangSmith tracing, letting you monitor the exact latency and token cost of running these clan evaluations. You see exactly how the agent parses the player's profile data to recommend specific war base targets.

Analyze clan capital raid histories using this MCP Server

The `get_capital_raid_seasons` tool retrieves historical raid data, including gold captured and districts destroyed. Your multi-step LangChain pipelines feed this historical performance data directly into vector stores or comparison chains to rank clan contributors. The agent compares current raid performance against previous weeks by chaining this tool with historical logs. This setup lets you run complex analytics on clan capital participation without leaving your execution pipeline.

Setup guide

Set up Clash of Clans Strategy & War Analytics MCP in LangChain

Prerequisites

Python 3.10+ installed
langchain-mcp-adapters + langgraph packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install langchain-mcp-adapters langgraph langchain-openai. The MCP adapters package converts MCP tools into native LangChain BaseTool objects.
2

Connect via HTTP transport
Use MultiServerMCPClient with "transport": "http" pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create a ReAct agent
Pass the discovered tools to create_react_agent() from LangGraph. The agent automatically routes Clash of Clans Strategy & War Analytics tool calls through the MCP protocol.
4

Run with any LLM
Swap ChatOpenAI for ChatAnthropic, ChatGoogleGenerativeAI, or any LangChain-compatible model. The MCP tools work identically across all providers.

agent.py

from langchain_mcp_adapters.client import MultiServerMCPClient
from langgraph.prebuilt import create_react_agent
from langchain_openai import ChatOpenAI

async with MultiServerMCPClient({
    "clash-of-clans-strategy-war-analytics-mcp": {
        "transport": "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,
    )
    result = await agent.ainvoke({
        "messages": "List recent Clash of Clans Strategy & War Analytics transactions"
    })
    print(result["messages"][-1].content)

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Clash of Clans. 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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Common questions about Clash of Clans Strategy & War Analytics MCP in LangChain

Install `langchain-mcp-adapters` and instantiate the `MultiServerMCPClient` pointing to the Vinkius endpoint. Call `client.get_tools()` to retrieve the Clash of Clans tools and pass them directly to your `create_agent` call.

Yes, every call to tools like `get_clan_details` or `get_clan_war_log` generates a trace in LangSmith. You can inspect the exact payload returned from the Clash of Clans API alongside the token usage for that specific step in your chain.

The agent receives structured JSON from the `get_clan_war_log` tool and passes it to the next node in your LangGraph chain. This allows the LLM to parse historical win/loss ratios and opponent strength without manual data formatting.

LangChain runs these calls statelessly by default, meaning you pass the clan tag directly to `get_clan_members` on each run. If you need to persist war tracking context across multiple turns, use `client.session()` to maintain the connection.

Your clan tags, player profiles, and war logs are processed in an ephemeral V8 sandbox managed by Vinkius MCP host. No credentials or clan identifiers are stored permanently, ensuring your clan's private war history remains secure.

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