What game titles and leagues does VSPN cover?

VSPN operates major leagues including KPL (Honor of Kings Pro League), PEL (Peacekeeper Elite League), and LPL ecosystem pipelines. The availability of telemetry data depends on your API access tier and the specific league season.

Can I retrieve detailed round-by-round stats for a specific match?

Yes! Use the `get_match_details` tool with the match ID. It returns granular data including individual player KDA, damage dealt, objectives secured, and team gold differentials for each round played.

Are there any write or administrative capabilities that could affect tournament data?

No. All tools are strictly read-only, designed for data retrieval and analysis. You cannot modify tournament brackets, player records, or match results through this integration — ensuring complete data integrity at all times.

VSPN Esports DB MCP Server for LangChain 10 tools — connect in under 2 minutes

Name: VSPN Esports DB
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect VSPN Esports DB through the 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({
        "vspn-esports-db": {
            "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 VSPN Esports DB, 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 VSPN Esports DB MCP Server

Connect your intelligent agents directly to VSPN, Asia's premier esports tournament operator and broadcaster running major leagues across Honor of Kings, Peacekeeper Elite, and League of Legends.

LangChain's ecosystem of 500+ components combines seamlessly with VSPN Esports DB through native MCP adapters. Connect 10 tools via the 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

Tournament Tracking — Fetch upcoming schedules, live brackets, group stage standings, and playoff trees dynamically
Match Analysis — Retrieve detailed round-by-round scorecards including map victories, team compositions, and MVP selections
Team Rosters — Monitor active lineups, substitute players, and seasonal transfer movements across all sponsored teams
Player Telemetry — Audit individual KDA ratios, damage output, and objective contributions extracted directly from game telemetry feeds

The VSPN Esports DB MCP Server exposes 10 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 VSPN Esports DB to LangChain via MCP

Follow these steps to integrate the VSPN Esports DB 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 10 tools from VSPN Esports DB via MCP

Why Use LangChain with the VSPN Esports DB MCP Server

LangChain provides unique advantages when paired with VSPN Esports DB through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents — combine VSPN Esports DB 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 VSPN Esports DB queries for multi-turn workflows

VSPN Esports DB + LangChain Use Cases

Practical scenarios where LangChain combined with the VSPN Esports DB MCP Server delivers measurable value.

RAG with live data: combine VSPN Esports DB tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query VSPN Esports DB, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain VSPN Esports DB tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every VSPN Esports DB tool call, measure latency, and optimize your agent's performance

VSPN Esports DB MCP Tools for LangChain (10)

These 10 tools become available when you connect VSPN Esports DB to LangChain via MCP:

get_match_detail

Retrieve comprehensive data on a single match

get_match_stream

Get live streaming URLs for a match

get_matches

List matches within a tournament

get_players

List rostered players on a team

get_standings

Retrieve current tournament standings

get_team_stats

Retrieve aggregate team statistics

get_teams

Retrieve esports teams in the database

get_tournament_detail

Retrieve details about a specific tournament

get_tournaments

Get a list of active VSPN tournaments

getPlayerStats

Retrieve individual player tournament stats

Example Prompts for VSPN Esports DB in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with VSPN Esports DB immediately.

"Get the current team standings for the KPL Spring 2024 group stage."

"Show me the full match telemetry for match ID KPL-2024-0412."

"List all active roster members for team 'QGhappy' with their current KDA averages."

Troubleshooting VSPN Esports DB MCP Server with LangChain

Common issues when connecting VSPN Esports DB to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

VSPN Esports DB + LangChain FAQ

Common questions about integrating VSPN Esports DB 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.