Cartola FC (Fantasy Football) MCP Server for LangChain 12 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Cartola FC (Fantasy Football) through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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({
"cartola-fc-fantasy-football": {
"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 Cartola FC (Fantasy Football), show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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 Cartola FC (Fantasy Football) MCP Server
Transform your AI agent into a professional Cartola FC strategist with this dedicated server. Designed for the highly competitive Brazilian fantasy game, this integration provides deep access to the Globo database, allowing your agent to audit player scouts, track market status, and retrieve live scoring updates for the Brasileirão Série A. Whether you are hunting for high-value bargains or monitoring the most selected players of the round, your agent acts as a dedicated fantasy scout through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Cartola FC (Fantasy Football) through native MCP adapters. Connect 12 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
- Market Auditing — Check live market status, round deadlines, and official game news in real-time
- Scout Analysis — Retrieve granular performance data including tackles, passes, and goal involvements for any athlete
- Selection Intelligence — List the most popular players of the round and track 'Probable' lineups to avoid zero-pointers
- League & Team Tracking — Search for public/private leagues and audit individual user team lineups and historical performance
The Cartola FC (Fantasy Football) MCP Server exposes 12 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 Cartola FC (Fantasy Football) to LangChain via MCP
Follow these steps to integrate the Cartola FC (Fantasy Football) 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 12 tools from Cartola FC (Fantasy Football) via MCP
Why Use LangChain with the Cartola FC (Fantasy Football) MCP Server
LangChain provides unique advantages when paired with Cartola FC (Fantasy Football) through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Cartola FC (Fantasy Football) 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 Cartola FC (Fantasy Football) queries for multi-turn workflows
Cartola FC (Fantasy Football) + LangChain Use Cases
Practical scenarios where LangChain combined with the Cartola FC (Fantasy Football) MCP Server delivers measurable value.
RAG with live data: combine Cartola FC (Fantasy Football) tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Cartola FC (Fantasy Football), synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Cartola FC (Fantasy Football) tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Cartola FC (Fantasy Football) tool call, measure latency, and optimize your agent's performance
Cartola FC (Fantasy Football) MCP Tools for LangChain (12)
These 12 tools become available when you connect Cartola FC (Fantasy Football) to LangChain via MCP:
get_market_status
Check if the Cartola FC market is open
get_user_team_by_slug
Retrieve details for a specific user team by slug
list_cheap_players
List players with low prices (Bargains)
list_clubs
List all club names and IDs
list_players_by_club
List all players from a specific club
list_players_by_position
List players by position (GK, DEF, MID, FWD)
list_probable_players
List players with "Probable" status
list_round_scorers
Get real-time scores for the current round
list_top_average_players
List players with the highest season averages
list_top_scaled_players
List the most selected players for the current round
search_leagues
Search for public or private leagues by name
search_players
Search for players by nickname
Example Prompts for Cartola FC (Fantasy Football) in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Cartola FC (Fantasy Football) immediately.
"List all 'Probable' players from Flamengo for this round."
"Who are the top 5 most selected players in Cartola FC right now?"
"Find all defenders priced below 10 cartoletas with an average above 4.0."
Troubleshooting Cartola FC (Fantasy Football) MCP Server with LangChain
Common issues when connecting Cartola FC (Fantasy Football) to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersCartola FC (Fantasy Football) + LangChain FAQ
Common questions about integrating Cartola FC (Fantasy Football) MCP Server with LangChain.
How does LangChain connect to MCP servers?
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?
Can I trace MCP tool calls in LangSmith?
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Connect Cartola FC (Fantasy Football) to LangChain
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.