ALESP (Assembleia SP) MCP Server for LlamaIndexGive LlamaIndex instant access to 18 tools to Get Agenda Eventos, Get Comissoes, Get Comissoes Membros, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add ALESP (Assembleia SP) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this MCP Server for LlamaIndex
The ALESP (Assembleia SP) MCP Server for LlamaIndex is a standout in the Data Analytics category — giving your AI agent 18 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 ALESP (Assembleia SP). "
"You have 18 tools available."
),
)
response = await agent.run(
"What tools are available in ALESP (Assembleia SP)?"
)
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 ALESP (Assembleia SP) MCP Server
Connect to the ALESP (Assembleia Legislativa do Estado de São Paulo) open data portal to monitor legislative activities in real-time. This MCP server allows AI agents to query official information about state deputies, cabinet expenses, committee meetings, and the full lifecycle of legislative proposals.
LlamaIndex agents combine ALESP (Assembleia SP) tool responses with indexed documents for comprehensive, grounded answers. Connect 18 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
- Deputy Tracking — List all current state deputies and their political affiliations directly from the official registry.
- Financial Transparency — Query reimbursed cabinet expenses for any deputy, with support for historical data by year.
- Legislative Progress — Track the status, authors, and full history of proposals, bills, and other documents.
- Committee Monitoring — Access details about permanent committees, including their members, meetings, and voting records.
- Administrative Data — Inspect the organizational structure, staff placements, and job history within the assembly.
The ALESP (Assembleia SP) MCP Server exposes 18 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 18 ALESP (Assembleia SP) tools available for LlamaIndex
When LlamaIndex connects to ALESP (Assembleia SP) through Vinkius, your AI agent gets direct access to every tool listed below — spanning legislative-data, public-policy, transparency, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Get agenda eventos on ALESP (Assembleia SP)
List upcoming and past events scheduled at the Assembly
Get comissoes on ALESP (Assembleia SP)
List permanent committees of the assembly
Get comissoes membros on ALESP (Assembleia SP)
List members of the permanent committees
Get comissoes reunioes on ALESP (Assembleia SP)
List meetings of the permanent committees
Get comissoes votacoes on ALESP (Assembleia SP)
List votes of the permanent committees
Get deputados on ALESP (Assembleia SP)
List all state deputies in the current legislature
Get despesas gabinetes on ALESP (Assembleia SP)
Optionally provide a year for historical data. List reimbursed expenses for each deputy cabinet
Get documento andamento on ALESP (Assembleia SP)
Get full history and status of proposals
Get documento andamento atual on ALESP (Assembleia SP)
Get current status of proposals
Get documento autor on ALESP (Assembleia SP)
List authors and co-signers for each legislative document
Get funcionarios cargos on ALESP (Assembleia SP)
List job history of ALESP staff
Get legislacao normas on ALESP (Assembleia SP)
List state norms (laws, decrees, resolutions)
Get legislacao temas on ALESP (Assembleia SP)
List themes/topics of state norms
Get legislacao tipo normas on ALESP (Assembleia SP)
List types of state norms
Get lotacoes on ALESP (Assembleia SP)
List current placements (lotações) of ALESP staff
Get partidos on ALESP (Assembleia SP)
List political parties participating in the legislative process
Get proposituras zip url on ALESP (Assembleia SP)
Get the URL for the comprehensive list of all legislative proposals (ZIP)
Get uas on ALESP (Assembleia SP)
List Administrative Units (UAs) of ALESP
Connect ALESP (Assembleia SP) to LlamaIndex via MCP
Follow these steps to wire ALESP (Assembleia SP) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the ALESP (Assembleia SP) MCP Server
LlamaIndex provides unique advantages when paired with ALESP (Assembleia SP) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine ALESP (Assembleia SP) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain ALESP (Assembleia SP) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query ALESP (Assembleia SP), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what ALESP (Assembleia SP) tools were called, what data was returned, and how it influenced the final answer
ALESP (Assembleia SP) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the ALESP (Assembleia SP) MCP Server delivers measurable value.
Hybrid search: combine ALESP (Assembleia SP) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query ALESP (Assembleia SP) 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 ALESP (Assembleia SP) for fresh data
Analytical workflows: chain ALESP (Assembleia SP) queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for ALESP (Assembleia SP) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with ALESP (Assembleia SP) immediately.
"List all current state deputies in ALESP."
"Show me the cabinet expenses for the year 2023."
"What are the upcoming or recent committee meetings?"
Troubleshooting ALESP (Assembleia SP) MCP Server with LlamaIndex
Common issues when connecting ALESP (Assembleia SP) to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpALESP (Assembleia SP) + LlamaIndex FAQ
Common questions about integrating ALESP (Assembleia SP) 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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