Besitos Corp MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Besitos Corp 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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Vinkius supports streamable HTTP and SSE.
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 Besitos Corp. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Besitos Corp?"
)
print(response)
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 Besitos Corp MCP Server
Connect your Besitos Corp partner account to any AI agent and orchestrate your mobile gaming and user engagement workflows through natural conversation.
LlamaIndex agents combine Besitos Corp 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
- Game Discovery — List and inspect available mobile games in the Besitos marketplace for integration.
- Offer Management — Query reward offers and milestones to optimize user incentives.
- User Activity Tracking — Retrieve detailed gaming activity and history for specific users.
- Reward Oversight — Monitor user reward redemptions and historical earnings.
- Campaign Analytics — Access real-time reports on user engagement and monetization performance.
- Fraud Prevention Monitoring — Verify the status of campaigns and user interactions through the integrated fraud layer.
The Besitos Corp 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 Besitos Corp to LlamaIndex via MCP
Follow these steps to integrate the Besitos Corp 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 Besitos Corp
Why Use LlamaIndex with the Besitos Corp MCP Server
LlamaIndex provides unique advantages when paired with Besitos Corp through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Besitos Corp tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Besitos Corp tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Besitos Corp, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Besitos Corp tools were called, what data was returned, and how it influenced the final answer
Besitos Corp + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Besitos Corp MCP Server delivers measurable value.
Hybrid search: combine Besitos Corp real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Besitos Corp 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 Besitos Corp for fresh data
Analytical workflows: chain Besitos Corp queries with LlamaIndex's data connectors to build multi-source analytical reports
Besitos Corp MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Besitos Corp to LlamaIndex via MCP:
get_campaign
Get details of a specific campaign
get_engagement_report
Retrieve a summary of user engagement metrics
get_game
Get details of a specific game
get_offer
Get details of a specific reward offer
get_revenue_report
Retrieve a summary of monetization and revenue data
list_campaigns
List all reward-based engagement campaigns
list_games
List all available mobile games in the marketplace
list_offers
List all reward offers and milestones
list_user_activity
Retrieve gaming activity for a specific user
list_user_rewards
Retrieve reward history for a specific user
Example Prompts for Besitos Corp in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Besitos Corp immediately.
"List all mobile games currently available in Besitos."
"Show me the engagement report for this month."
"Check the reward history for user_9988."
Troubleshooting Besitos Corp MCP Server with LlamaIndex
Common issues when connecting Besitos Corp to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBesitos Corp + LlamaIndex FAQ
Common questions about integrating Besitos Corp MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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Connect Besitos Corp to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.