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by FractalWire • Workflow & Task Management
A command-line tool that uses the LiteLLM SDK to query LLMs, manage multi-turn conversations, and optionally enable MCP tools to let models call external utilities.
Interact with local git repositories via tools (e.g., list commits or diff files) by enabling MCP git servers.
Fetch and summarize web content or remote resources by enabling an MCP fetch/browser tool.
Run multi-turn, context-aware prompts in shell workflows—taking piped command output as context and using pre-defined prompt templates.
pipai is a lightweight CLI for interacting with language models via LiteLLM, sending prompts (including piped command output) and managing conversations and formatting. It supports pre-defined prompt templates, XDG-based configuration, and integration with MCP servers (configured via a local mcp_servers.json) so LLMs can invoke external tools like git or fetch utilities. The tool is useful for developers who want to run LLM-powered tasks from the terminal, combine model responses with local context, and optionally let models perform actions through MCP tool servers.
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