Cursor Agent Tools - A Python-based AI agent that replicates Cursor's coding assistant capabilities, enabling function calling, code generation, and intelligent coding assistance with Claude, OpenAI, and locally hosted Ollama models.

Cursor Agent Tools

A Python-based AI agent that replicates Cursor's coding assistant capabilities, enabling function calling, code generation, and intelligent coding assistance with Cursor, OpenAI, and locally hosted Ollama models.

🌟 Features

This AI Agent implementation provides a comprehensive set of capabilities:

Core Abilities

• Model Flexibility: Works with Cursor (Anthropic), OpenAI models, and locally hosted Ollama models
• Code Generation: Generate complete, functional code based on natural language descriptions
• Code Editing: Make precise edits to existing code files
• Code Analysis: Review and analyze code for bugs, improvements, and optimizations
• Function Calling: Invoke registered tools and functions based on user requests
• Conversational Context: Maintain a conversation history for coherent back-and-forth interactions
• Project-Aware Responses: Consider project context when answering questions
• Permission System: Secure permission handling for file operations and command execution
• Local Model Support: Use open-source models hosted locally with Ollama

Tool Functions

The agent supports a comprehensive set of tools:

• File Operations:
  • read_file: Read file contents with flexible line range control
  • edit_file: Make precise edits to files with clear instructions
    • Supports complete file replacement
    • Supports line-based editing with JSON dictionaries (e.g., {"1-5": "new content", "10-12": "more content"})
  • delete_file: Remove files from the filesystem
  • create_file: Create new files with specified content
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