Cursor Agent

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.

🌟 Features

This AI Agent implementation provides a comprehensive set of capabilities:

Core Abilities

- Model Flexibility: Works with Claude (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
  - list_dir: List directory contents to understand project structure

- Search Capabilities:
  - codebase_search: Semantic search of codebases to find relevant code snippets
  - grep_search: Perform regex-based text search…