Twitter Screenshot Archive MCP Server

Example Use Cases

• 1

  Perform semantic search over a personal Twitter screenshot archive.

• 2

  Discover topics and cluster tweet content for analysis.

• 3

  Trace discourse and find related tweets or user interactions within the archive.

Description

This MCP server enables advanced interaction with a personal archive of Twitter screenshots by providing semantic search, topic clustering, and discourse tracing capabilities. It leverages OCR text embeddings and MinHash similarity to allow LLMs like Claude and Qwen to explore tweet content and conversations effectively. The server supports Apple Silicon ML inference and integrates tightly with PostgreSQL extensions for efficient querying and embedding storage.