Fabric Atelier MCP Server

Example Use Cases

• 1

  Fast semantic search and discovery of AI prompt patterns.

• 2

  Execute a wide variety of Fabric AI patterns as tools.

• 3

  That require integration with multiple LLM backends via MCP.

Description

Fabric Atelier is a Rust and Apache Arrow based MCP server that provides ultra-fast semantic search and execution of Fabric's extensive library of AI patterns. It enables AI assistants like Claude Desktop and Windsurf to discover and run these patterns with sub-millisecond latency, enhancing their capabilities with well-crafted AI tools. The server uses a git submodule to keep patterns in sync with the upstream Fabric repository and supports multiple LLM backends including Ollama, OpenAI, and Anthropic.