MCP Context Server

Example Use Cases

• 1

  Share and persist multimodal context across tasks using thread-based scoping.

• 2

  Advanced search capabilities including full-text, semantic, and hybrid search with reranking.

• 3

  Automatic LLM-generated summaries to improve context relevance and retrieval efficiency.

Description

The MCP Context Server provides persistent storage for both text and images, enabling multiple LLM agents to share context through thread-based scoping. It supports flexible metadata filtering, full-text, semantic, and hybrid search capabilities, and automatic LLM-based summary generation for efficient context retrieval. The server is production-ready with multiple database backends, high concurrency support, and compliance with the MCP standard.