Code Context MCP Server

Provides advanced email processing with Outlook integration, leveraging MongoDB and SQLite for storage, Ollama-generated embeddings for semantic search, multi-mailbox support, and scalable features like email summarization and categorization using LLMs under the Model Context Protocol framework.

Creates and maintains a semantic knowledge graph of code to enable persistent context, advanced semantic search, and efficient codebase navigation across sessions using Model Context Protocol.

Provides seamless integration and advanced search capabilities for high-quality Unsplash images using Model Context Protocol, featuring keyword, color, orientation filters, and customizable sorting for developers.

Extend agent memory and context windows with a Model Context Protocol server offering namespace management, key-value storage, and advanced semantic search using E5 embeddings for efficient recall and context handling.

Provides advanced web crawling, content vectorization, and retrieval-augmented generation (RAG) capabilities for AI agents and coding assistants using the Model Context Protocol, enabling efficient multi-source data indexing, semantic search, and configurable embedding models.