FOIA.gov (Freedom of Information) MCP Server for LlamaIndexGive LlamaIndex instant access to 4 tools to Get Agency Component, Get Agency Component Request Form, Get Annual Report Xml, and more
GDPR Free for SubscribersLlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add FOIA.gov (Freedom of Information) 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 FOIA.gov (Freedom of Information) MCP Server for LlamaIndex is a standout in the Knowledge Management category — giving your AI agent 4 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport 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 FOIA.gov (Freedom of Information). "
"You have 4 tools available."
),
)
response = await agent.run(
"What tools are available in FOIA.gov (Freedom of Information)?"
)
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 FOIA.gov (Freedom of Information) MCP Server
Connect to the FOIA.gov API to streamline access to Freedom of Information Act data. This MCP server allows AI agents to navigate the complex structure of US government agencies and their specific FOIA requirements through natural conversation.
LlamaIndex agents combine FOIA.gov (Freedom of Information) tool responses with indexed documents for comprehensive, grounded answers. Connect 4 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
- Agency Discovery — List all FOIA agency components and filter by specific fields like titles and abbreviations.
- Component Details — Fetch deep metadata for specific agency components using their unique UUIDs.
- Request Forms — Retrieve the exact structure and fields required for FOIA request forms for any specific component.
- Annual Reports — Access NIEM-standard XML annual reports for agencies by year to analyze transparency metrics.
The FOIA.gov (Freedom of Information) MCP Server exposes 4 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 4 FOIA.gov (Freedom of Information) tools available for LlamaIndex
When LlamaIndex connects to FOIA.gov (Freedom of Information) through Vinkius, your AI agent gets direct access to every tool listed below — spanning transparency, public-records, legal-data, 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 agency component on FOIA.gov (Freedom of Information)
Fetch a specific agency component by UUID
Get agency component request form on FOIA.gov (Freedom of Information)
Fetch the FOIA request form structure for a specific component
Get annual report xml on FOIA.gov (Freedom of Information)
Fetch an agency annual report in XML format
List agency components on FOIA.gov (Freedom of Information)
Supports JSON API sparse fieldsets and includes. List all FOIA agency components
Connect FOIA.gov (Freedom of Information) to LlamaIndex via MCP
Follow these steps to wire FOIA.gov (Freedom of Information) 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 FOIA.gov (Freedom of Information) MCP Server
LlamaIndex provides unique advantages when paired with FOIA.gov (Freedom of Information) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine FOIA.gov (Freedom of Information) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain FOIA.gov (Freedom of Information) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query FOIA.gov (Freedom of Information), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what FOIA.gov (Freedom of Information) tools were called, what data was returned, and how it influenced the final answer
FOIA.gov (Freedom of Information) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the FOIA.gov (Freedom of Information) MCP Server delivers measurable value.
Hybrid search: combine FOIA.gov (Freedom of Information) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query FOIA.gov (Freedom of Information) 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 FOIA.gov (Freedom of Information) for fresh data
Analytical workflows: chain FOIA.gov (Freedom of Information) queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for FOIA.gov (Freedom of Information) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with FOIA.gov (Freedom of Information) immediately.
"List all FOIA agency components and include their parent agency names."
"Get the FOIA request form structure for the agency component with UUID '654321-abc-...'."
"Fetch the 2021 annual report XML for the DOJ."
Troubleshooting FOIA.gov (Freedom of Information) MCP Server with LlamaIndex
Common issues when connecting FOIA.gov (Freedom of Information) to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpFOIA.gov (Freedom of Information) + LlamaIndex FAQ
Common questions about integrating FOIA.gov (Freedom of Information) 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?
Explore More MCP Servers
View all →
Referrizer
11 toolsAutomate referral marketing and loyalty via Referrizer — manage contacts, referrals, and rewards directly from any AI agent.
Whop
11 toolsManage digital products, payments, and memberships on Whop with AI agents.
Eurostat Discovery — Dataset Catalog Explorer
3 toolsExplore Eurostat's catalog of 7,000+ official datasets: search by keyword, inspect dataset dimensions and code lists, and query any dataset with flexible filters — the master key to all European Union statistics.
Kaseya
10 toolsManage IT infrastructure, devices, and automation via Kaseya VSA 10.