Custom Discoveries TigerGraph-MCP V3.1 is a community-based Python Model Context Protocol server that exposes TigerGraph operations (queries, schema, vertices, edges, UDFs) as structured tools, prompts, and URI-based resources for MCP agents. This enables interacting with a TigerGraph database using natural language commands. The server provides core capabilities such as Schema Introspection to fetch full graph types, a Query View to list executable queries, and Query Execution to run installed GSQL queries or raw GSQL strings with parameters. It also supports architectural actions like Creation Vertex & Edge, Alter Vertex (including vector attributes), and Upsert Vertex & Edge to update graph elements programmatically. In addition, it exposes UDF & Algorithm listings so agents can discover available user-defined functions and GDS algorithms. Admin Features (new with V3.0) allow superuser roles to inspect service status, detailed status (including graph topology), component versions, CPU/memory usage, and disk space. The project includes a chat bot interface, session management to securely handle secrets and tokens, and an option to export query results to CSV or JSON in a configurable Output directory. It targets TigerGraph 4.2.0+ and Python 3.12+ and includes Claude Desktop integration for MCP tool access.