Can my AI automatically find the remaining attacks in our current clan war?

Yes! Use the `get_current_war` tool with your clan tag. Your agent will retrieve the real-time war state, including current stars, destruction percentage, and how many attacks each team has already used.

How do I check the hero levels and troop progress for a potential new member?

Simply provide the Player Tag to the agent and ask for player info. It will run the `get_player_profile` action to retrieve the full technical breakdown of their Town Hall level, hero levels, and troop levels directly from the track.

Does the integration allow auditing the historical performance of an opponent clan?

Yes. If the target clan has a public war log, the `get_clan_war_log` tool allows your agent to fetch their last 50 wars, providing data on their win/loss ratio and common destruction percentages.

Clash of Clans Strategy & War Analytics MCP Server for LangChain 14 tools — connect in under 2 minutes

Name: Clash of Clans Strategy & War Analytics
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 14 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Clash of Clans Strategy & War Analytics through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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({
        "clash-of-clans-strategy-war-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 Clash of Clans Strategy & War Analytics, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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* 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 Clash of Clans Strategy & War Analytics MCP Server

Equip your AI agent with professional-grade strategic intelligence for Clash of Clans. This high-performance server provides deep access to the official Supercell database, allowing your agent to instantly audit clan war logs, monitor real-time war status (stars, destruction), and analyze detailed player profiles including hero levels and troop progress. Whether you are a clan leader orchestrating a War League (CWL) strategy or a competitive player tracking global leaderboards, your agent acts as a dedicated tactical advisor through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Clash of Clans Strategy & War 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

War Intelligence — Retrieve real-time updates for ongoing wars and analyze historical win/loss streaks via the war log
Player Scouting — Fetch granular statistics for any player tag including Town Hall level, trophy counts, and donation ratios
Clan Management — Search for top-tier clans and audit member rosters, roles, and entry requirements
Seasonal Oversight — Access current Gold Pass rewards and monitor Legend League rankings across different regions

The Clash of Clans Strategy & War Analytics MCP Server exposes 14 tools through the Vinkius. Connect it to LangChain 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 Clash of Clans Strategy & War Analytics to LangChain via MCP

Follow these steps to integrate the Clash of Clans Strategy & War Analytics MCP Server with LangChain.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 14 tools from Clash of Clans Strategy & War Analytics via MCP

Why Use LangChain with the Clash of Clans Strategy & War Analytics MCP Server

LangChain provides unique advantages when paired with Clash of Clans Strategy & War Analytics through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine Clash of Clans Strategy & War 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 Clash of Clans Strategy & War Analytics queries for multi-turn workflows

Clash of Clans Strategy & War Analytics + LangChain Use Cases

Practical scenarios where LangChain combined with the Clash of Clans Strategy & War Analytics MCP Server delivers measurable value.

RAG with live data: combine Clash of Clans Strategy & War Analytics tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Clash of Clans Strategy & War Analytics, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Clash of Clans Strategy & War Analytics tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Clash of Clans Strategy & War Analytics tool call, measure latency, and optimize your agent's performance

Clash of Clans Strategy & War Analytics MCP Tools for LangChain (14)

These 14 tools become available when you connect Clash of Clans Strategy & War Analytics to LangChain via MCP:

get_capital_raid_seasons

Get Clan Capital raid history

get_clan_details

Use the clan tag with #. Get full profile for a Clash of Clans clan

get_clan_members

List all members of a clan with roles and stats

get_clan_war_log

Get war history for a clan

get_current_war

Get live status of an ongoing clan war

get_cwl_group

Get Clan War League group status

get_gold_pass_season

Get current Gold Pass season info

get_location_rankings

Use locationId 32000006 for International. Type: clans or players. Get top players or clans for a location

get_player_profile

Get detailed stats for a Clash of Clans player

list_locations

List all available location/country IDs

list_official_labels

Type: clans or players. List official clan or player labels/tags

list_trophy_leagues

List all trophy league tiers

list_war_leagues

List all CWL league tiers

search_clans

Search for clans by name

Example Prompts for Clash of Clans Strategy & War Analytics in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Clash of Clans Strategy & War Analytics immediately.

"Analyze the current war status for clan tag '#2PP' and show the current score."

"Get the hero levels and war stars for player tag '#PUUID123'."

"Show the top 5 clans in Brazil based on current trophy rankings."

Troubleshooting Clash of Clans Strategy & War Analytics MCP Server with LangChain

Common issues when connecting Clash of Clans Strategy & War Analytics to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Clash of Clans Strategy & War Analytics + LangChain FAQ

Common questions about integrating Clash of Clans Strategy & War Analytics MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use 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?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.