Awesome MCPOther MCP Servers

reeeeemo/ancestry-mcp

⭐ 37 Python added to this list on 2025-05-06 repository created 2024-11-28

Ancestry MCP Server is a Python Model Context Protocol server for working with GEDCOM files, the .ged genealogy exchange format commonly exported from Ancestry.com and similar family-history sites. It is built on the official Model Context Protocol Python SDK and published to PyPI as mcp-server-ancestry, with an entry on Smithery for automatic installation into Claude Desktop. The README opens with a deprecation notice: the server was built against a 2024-11-26 snapshot of the Python SDK and is no longer maintained, so it should be read as a reference implementation rather than a current dependency. The server exposes one resource, gedcom://{file_name}, as the interface for file operations, plus three tools. list_files lists one or several .ged files inside the configured directory. rename_file renames one or several files, taking the old and the new name. view_file parses and reads the full contents of a file, can read several files at once, and can pull specific facts out of them such as a date of birth or a marriage. Together they let an assistant answer questions about individuals and families recorded in a family tree export without the user opening genealogy software. Access is constrained: the server only permits operations inside the directory passed to it in args, which is set through the --gedcom-path argument in the client configuration. Installation is pip install mcp-server-ancestry, followed by an mcpServers entry in claude_desktop_config.json that runs the mcp-server-ancestry command with that path argument. The project is MIT licensed. It suits hobbyist genealogists who keep local GEDCOM exports and want to interrogate them conversationally, and developers looking for a small worked example of exposing a domain file format through MCP resources and tools.

https://github.com/reeeeemo/ancestry-mcp

mcpgedcomgenealogyfile-parsingpythondeprecated

Also in Other MCP Servers

microsoft/markitdown

MarkItDown is a Python tool that converts various file formats into Markdown and integrates with LLM applications via an MCP server for enhanced text analysis and document processing.

punkpeye/awesome-mcp-servers

A curated collection of Model Context Protocol (MCP) servers that enable AI models to securely interact with local and remote resources through standardized server implementations.

modelcontextprotocol/servers

The Model Context Protocol Servers repository offers reference implementations and third-party integrations that demonstrate how MCP enables Large Language Models to securely access and interact with diverse tools and data sources.

koala73/worldmonitor

World Monitor is an AI-powered, real-time global intelligence dashboard aggregating news and monitoring geopolitical and infrastructure data for unified situational awareness.

headroomlabs-ai/headroom

Headroom is a context compression layer for AI agents, reducing token usage by 60-95% while preserving accuracy, implemented as a library, proxy, and MCP server.

diegosouzapw/OmniRoute

OmniRoute is a free AI gateway that connects various AI tools and models from over 230 providers through a single endpoint, featuring token compression, smart auto-fallback, and support for Model C...

rohitg00/ai-engineering-from-scratch

This comprehensive curriculum teaches AI engineering from scratch, focusing on building AI algorithms, agents, and MCP servers hands-on, covering everything from mathematical foundations to autonom...

every-app/open-seo

Open source, self-hostable SEO platform that exposes its keyword, rank, backlink and site-audit data to AI agents through an MCP server and a set of companion agent skills.