neo4j-contrib/gds-agents

The Model Context Protocol (MCP) Server is designed to facilitate advanced graph analysis using the Neo4j Graph Data Science (GDS) library. It allows users to execute a wide range of graph algorithms on large, heterogeneous, and attributed graphs stored in a Neo4j database. The server is particularly useful for analyzing complex networks, such as transportation systems, social networks, and biological networks, where understanding the structure and dynamics of the graph is crucial. By integrating with the GDS library, the MCP Server provides access to a comprehensive suite of graph algorithms, including centrality measures, pathfinding, and community detection. This enables users to gain insights into the most important nodes, shortest paths, and critical connections within their graph data. The server is designed to be user-friendly, allowing users to ask natural language questions about their graph and receive detailed answers, including intermediate outputs and algorithm parameters.