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drift

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

AI & ML

drift is a community MCP server that connects AI assistants like Claude to codebase intelligence for ai. detects patterns & conventions + remembers decisions across sessions. mcp server for any ide. offline cli. It runs locally on your machine, keeping your data private and giving you full control over the connection. AI engineers can use it to chain models and pipelines into more powerful workflows.

About drift

Overview

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

Links

Topics

ai-tools, cli, code-quality, csharp, java, mcp, mcp-server, model-context-protocol, pattern-detection, php, python, typescript, vscode-extension

Who Should Use drift?

  • 1Chain AI models and pipelines through a unified MCP interface
  • 2Let Claude orchestrate other AI tools and models
  • 3Integrate embeddings, image generation, or speech APIs into your workflow
  • 4Build multi-model workflows without writing custom integration code

How drift Compares

It runs entirely on your local machine, so no data leaves your environment — important for teams with privacy or compliance requirements.
Compared to other AI & ML MCP servers, it focuses on a well-scoped set of capabilities, which keeps the integration lightweight and predictable.

Tags

ai-toolsclicode-qualitycsharppattern-detectionphpvscode-extension

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