
GEDCOM MCP Server
Enables AI agents to create, edit, and query genealogical data from GEDCOM files. Supports complex genealogy searches, automatic data enrichment from web sources, relationship analysis, and biography generation for individuals and families.
README
GEDCOM MCP Server
Genealogy for AI Agents, by AI Agents
A MCP server for creating, editing and querying genealogical data from GEDCOM files. Works great with qwen-cli and gemini-cli
Mostly written by various AI Agents, while some parenting was sometimes quite necessary...
It's more an experiment than some finish product and the list of tools is probably way to high but it's covering a lot of various tasks. Test files will be re-added after they are sorted...
It's able to search the genealogy about complex queries Also useful for automatically filling the GEDCOM file from internet info (for example, build a full family GEDCOM from a person wikipedia page..) and creating some nice biography for any GEDCOM individual, being able to complete the document with geographic or historal context by searching the web
Some sample complex prompts:
Load gedcom "myfamily.ged"
Make a complete, detailled biography of <name of some people from the GEDCOM> and his fammily. Use as much as you can from this genealogy, including any notes from him or his relatives.
You can try to find some info on Internet to complete the document, add some historical or geographic context, etc. Be as complete as possible to tell us a nice story, easy to read by everyone
or
Create a new GEDCOM file - save it to "napo.ged"
Fetch the content of Napoleon I's Wikipedia page
1. Extract genealogical information about him and people mentioned on his page
2. Follow links to other people's Wikipedia pages to gather more information
3. Create a comprehensive genealogical record with as much details as possible. Including birth/death dates and place, family relationships (parents, spouses, children...), occupation, etc, and including a note with the person wikipedia page address and important info about his life
4. Repeat the same process with all people added by previous steps
Continuously save the GEDCOM file as new people are added
or
Load gedcom "myfamily.ged"
What's shortest path from John Doe to Bob Smith ?
And who are their common ancestors ?
Features
- Load and parse GEDCOM files
- Add/edit people, families, events, and places
- Query people, families, events, and places
- Find relationships between individuals
- Generate family trees and timelines
- Search across all genealogical data
- Get detailed person and family information
- Analyze genealogical data with statistics and duplicates detection
Installation
-
Clone the repository:
git clone https://github.com/airy10/GedcomMCP.git cd GedcomMCP
-
Install the required dependencies:
pip install -r requirements.txt
Usage
To start the server with the default HTTP transport:
python src/gedcom_mcp/fastmcp_server.py
To start the server with stdio transport:
python src/gedcom_mcp/fastmcp_server.py --transport stdio
To specify a different host or port for the HTTP transport:
python src/gedcom_mcp/fastmcp_server.py --host 0.0.0.0 --port 8080
Running Tests
To run all tests:
python -m pytest tests/
To run tests with verbose output:
python -m pytest tests/ -v
To run a specific test file:
python -m pytest tests/test_gedcom_data_access.py
To run a specific test:
python -m pytest tests/test_gedcom_data_access.py::TestGedcomDataAccess::test_load_gedcom_file
Project Structure
src/gedcom_mcp/
: Main source codefastmcp_server.py
: Main server applicationgedcom_*.py
: Modules for handling GEDCOM data
tests/
: Unit teststo_be_sorted/
: Files that need further organizationrequirements.txt
: Project dependenciespyproject.toml
: Build configuration
Contributing
- Fork the repository
- Create a new branch for your feature or bug fix
- Make your changes and commit them with descriptive messages
- Push your changes to your fork
- Create a pull request to the main repository
License
This project is licensed under the MIT License.
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.