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U.S. Congress MCP Server for LlamaIndex 8 tools — connect in under 2 minutes

Built by Vinkius GDPR 8 Tools Framework

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

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 U.S. Congress. "
            "You have 8 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in U.S. Congress?"
    )
    print(response)

asyncio.run(main())
U.S. Congress
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About U.S. Congress MCP Server

Connect the U.S. Congress API to your AI agent and access comprehensive legislative data through natural conversation.

LlamaIndex agents combine U.S. Congress tool responses with indexed documents for comprehensive, grounded answers. Connect 8 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

  • Bill Research — Search and browse bills across congressional sessions with full text and status tracking
  • Member Lookup — List current and past members of Congress with biographical and voting data
  • Amendment Tracking — Browse amendments to bills and resolutions
  • Treaty Analysis — Access treaty submissions and their current status
  • Nomination Tracking — Monitor presidential nominations through the confirmation process
  • Committee Navigation — Browse congressional committees and their jurisdictions
  • Congress History — Access session data across historical congresses

The U.S. Congress MCP Server exposes 8 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 U.S. Congress to LlamaIndex via MCP

Follow these steps to integrate the U.S. Congress MCP Server with LlamaIndex.

01

Install dependencies

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

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

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

04

Explore tools

The agent discovers 8 tools from U.S. Congress

Why Use LlamaIndex with the U.S. Congress MCP Server

LlamaIndex provides unique advantages when paired with U.S. Congress through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine U.S. Congress tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain U.S. Congress tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query U.S. Congress, a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what U.S. Congress tools were called, what data was returned, and how it influenced the final answer

U.S. Congress + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the U.S. Congress MCP Server delivers measurable value.

01

Hybrid search: combine U.S. Congress real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query U.S. Congress to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying U.S. Congress for fresh data

04

Analytical workflows: chain U.S. Congress queries with LlamaIndex's data connectors to build multi-source analytical reports

U.S. Congress MCP Tools for LlamaIndex (8)

These 8 tools become available when you connect U.S. Congress to LlamaIndex via MCP:

01

get_bill_details

Get full details for a specific legislative bill

02

list_congress_amendments

List legislative amendments

03

list_congress_bills

gov database. List bills from the current or specified Congress

04

list_congress_committees

List congressional committees

05

list_congress_members

List current or past members of the US Congress

06

list_congress_nominations

List executive and judicial nominations

07

list_congress_sessions

g., 118th, 117th) and their start and end dates. List historical congressional sessions

08

list_congress_treaties

List treaties handled by Congress

Example Prompts for U.S. Congress in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with U.S. Congress immediately.

01

"What bills about artificial intelligence were introduced in the current Congress?"

Troubleshooting U.S. Congress MCP Server with LlamaIndex

Common issues when connecting U.S. Congress to LlamaIndex through the Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

U.S. Congress + LlamaIndex FAQ

Common questions about integrating U.S. Congress MCP Server with LlamaIndex.

01

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.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query U.S. Congress tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

Connect U.S. Congress to LlamaIndex

Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.