Recreation.gov (RIDB) MCP Server for LangChainGive LangChain instant access to 10 tools to Get Activity, Get Facility, Get Organization, and more
GDPR Free for SubscribersLangChain is the leading Python framework for composable LLM applications. Connect Recreation.gov (RIDB) 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 for LangChain
The Recreation.gov (RIDB) MCP Server for LangChain is a standout in the Government Public Data category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport 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({
"recreationgov-ridb": {
"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 Recreation.gov (RIDB), 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 Recreation.gov (RIDB) MCP Server
Connect to the Recreation Information Database (RIDB) and explore thousands of federal recreation sites, campgrounds, and historic landmarks across the United States through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Recreation.gov (RIDB) through native MCP adapters. Connect 10 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
- Facility Discovery — Search for campgrounds, visitor centers, and parks using keywords, states, or specific activities.
- Geospatial Search — Find recreation spots near specific coordinates using radial search parameters.
- Detailed Metadata — Fetch complete descriptions, operating hours, and management information for any facility or recreation area.
- Activity Mapping — List and filter by supported activities like hiking, fishing, or camping to find the perfect spot.
- Visual Exploration — Retrieve associated images and media for facilities and recreation areas to preview your destination.
- Agency Insights — Identify the federal organizations and agencies managing specific public lands.
The Recreation.gov (RIDB) MCP Server exposes 10 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 10 Recreation.gov (RIDB) tools available for LangChain
When LangChain connects to Recreation.gov (RIDB) through Vinkius, your AI agent gets direct access to every tool listed below — spanning geospatial-data, campgrounds, public-lands, 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 activity on Recreation.gov (RIDB)
Get details for a specific recreation activity
Get facility on Recreation.gov (RIDB)
Get details for a specific recreation facility
Get organization on Recreation.gov (RIDB)
Get details for a specific organization
Get recarea on Recreation.gov (RIDB)
Get details for a specific recreation area
List activities on Recreation.gov (RIDB)
g., Hiking, Camping). List supported recreation activities
List facilities on Recreation.gov (RIDB)
) with optional filtering. Retrieve information about recreation facilities
List facility media on Recreation.gov (RIDB)
Retrieve media for a facility
List organizations on Recreation.gov (RIDB)
List federal agencies managing resources
List recarea media on Recreation.gov (RIDB)
Retrieve media for a recreation area
List recareas on Recreation.gov (RIDB)
List recreation areas
Connect Recreation.gov (RIDB) to LangChain via MCP
Follow these steps to wire Recreation.gov (RIDB) into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Recreation.gov (RIDB) MCP Server
LangChain provides unique advantages when paired with Recreation.gov (RIDB) through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Recreation.gov (RIDB) 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 Recreation.gov (RIDB) queries for multi-turn workflows
Recreation.gov (RIDB) + LangChain Use Cases
Practical scenarios where LangChain combined with the Recreation.gov (RIDB) MCP Server delivers measurable value.
RAG with live data: combine Recreation.gov (RIDB) tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Recreation.gov (RIDB), synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Recreation.gov (RIDB) tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Recreation.gov (RIDB) tool call, measure latency, and optimize your agent's performance
Example Prompts for Recreation.gov (RIDB) in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Recreation.gov (RIDB) immediately.
"List all recreation facilities in Florida that support 'Hiking'."
"Show me the media and images for facility ID 233330."
"What are the supported recreation activities I can search for?"
Troubleshooting Recreation.gov (RIDB) MCP Server with LangChain
Common issues when connecting Recreation.gov (RIDB) to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersRecreation.gov (RIDB) + LangChain FAQ
Common questions about integrating Recreation.gov (RIDB) 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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