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 LlamaIndex 10 tools — connect in under 2 minutes

Name: VSPN Esports DB
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 10 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add VSPN Esports DB as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

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ASK AI ABOUT THIS MCP SERVER

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Vinkius supports streamable HTTP and SSE.

python

import 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 VSPN Esports DB. "
            "You have 10 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in VSPN Esports DB?"
    )
    print(response)

asyncio.run(main())

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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.

LlamaIndex agents combine VSPN Esports DB tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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

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 LlamaIndex 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 LlamaIndex via MCP

Follow these steps to integrate the VSPN Esports DB MCP Server with LlamaIndex.

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 10 tools from VSPN Esports DB

Why Use LlamaIndex with the VSPN Esports DB MCP Server

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

Data-first architecture: LlamaIndex agents combine VSPN Esports DB tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain VSPN Esports DB tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query VSPN Esports DB, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what VSPN Esports DB tools were called, what data was returned, and how it influenced the final answer

VSPN Esports DB + LlamaIndex Use Cases

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

Hybrid search: combine VSPN Esports DB real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query VSPN Esports DB 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 VSPN Esports DB for fresh data

Analytical workflows: chain VSPN Esports DB queries with LlamaIndex's data connectors to build multi-source analytical reports

VSPN Esports DB MCP Tools for LlamaIndex (10)

These 10 tools become available when you connect VSPN Esports DB to LlamaIndex 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 LlamaIndex

Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex

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

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

VSPN Esports DB + LlamaIndex FAQ

Common questions about integrating VSPN Esports DB MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query VSPN Esports DB tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.