FamilySearch API MCP Server for OpenAI Agents SDK 6 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect FamilySearch API through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="FamilySearch API Assistant",
instructions=(
"You help users interact with FamilySearch API. "
"You have access to 6 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from FamilySearch API"
)
print(result.final_output)
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 FamilySearch API MCP Server
Empower your AI agent to orchestrate your entire genealogical research and ancestry auditing workflow with the FamilySearch API, the world's largest platform for family history. By connecting FamilySearch to your agent, you transform complex ancestor searches into a natural conversation. Your agent can instantly retrieve person details, audit pedigree charts, and query historical record collections without you ever touching a genealogy portal. Whether you are building your family tree or conducting deep-dive historical audits, your agent acts as a real-time genealogical consultant, ensuring your data is always verified and precise.
The OpenAI Agents SDK auto-discovers all 6 tools from FamilySearch API through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries FamilySearch API, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Person Auditing — Search for millions of persons in the FamilySearch global tree and retrieve detailed metadata, including lifespans and birth/death places.
- Pedigree Oversight — Audit the ancestry charts for specific individuals to maintain a clear view of lineage distribution and scale.
- Memories Discovery — Retrieve photos, stories, and documents associated with specific persons to identify relevant assets instantly.
- Record Intelligence — List available historical record collections to understand the organizational reach of global archives.
- Metadata Intelligence — Retrieve unique identifiers and display names for any genealogical record to assist in deep-dive classification.
The FamilySearch API MCP Server exposes 6 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 FamilySearch API to OpenAI Agents SDK via MCP
Follow these steps to integrate the FamilySearch API MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 6 tools from FamilySearch API
Why Use OpenAI Agents SDK with the FamilySearch API MCP Server
OpenAI Agents SDK provides unique advantages when paired with FamilySearch API through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
FamilySearch API + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the FamilySearch API MCP Server delivers measurable value.
Automated workflows: build agents that query FamilySearch API, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries FamilySearch API, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through FamilySearch API tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query FamilySearch API to resolve tickets, look up records, and update statuses without human intervention
FamilySearch API MCP Tools for OpenAI Agents SDK (6)
These 6 tools become available when you connect FamilySearch API to OpenAI Agents SDK via MCP:
check_api_status
Check if the FamilySearch API is operational
get_person_details
Get full details for a specific person in the family tree by ID
get_person_memories
Get memories (photos, stories) associated with a person
get_person_pedigree
Get the ancestry (pedigree) for a specific person
list_historical_collections
List historical record collections available on FamilySearch
search_persons
Search for persons in the FamilySearch Family Tree
Example Prompts for FamilySearch API in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with FamilySearch API immediately.
"Search for 'George Washington' in FamilySearch."
"Show the pedigree for person ID 'KWCX-S58'."
"List available memories for person ID 'LZDP-H7Z'."
Troubleshooting FamilySearch API MCP Server with OpenAI Agents SDK
Common issues when connecting FamilySearch API to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
FamilySearch API + OpenAI Agents SDK FAQ
Common questions about integrating FamilySearch API MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect FamilySearch API with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect FamilySearch API to OpenAI Agents SDK
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.