fill-in-the-middle
Local-first AI assistant for Spyder IDE: chat panel, Copilot-style inline completions, and live kernel/variable inspection via Ollama or OpenAI-compatible endpoints. Also exposes Spyder as an MCP server for Claude Code, Codex, and OpenCode.
Create your own local code autocomplete model, fine-tuned on your custom code repository, for use in editors like VS Code or Neovim.
Structured text generation, information extraction, and even more.
AI Copilot for Vim/NeoVim
Bounded AI edits via Codestral FIM for UTF-8 source, with byte-preserved surroundings and explicit checks.