aica - AI Code Analyzer

by dotneet

16 stars

356 downloads

Not rated

GitHub

About

aica(AI Code Analyzer) reviews your code using AI. Supports CLI and GitHub Actions.

Details

Author: dotneet
GitHub stars: 16
Downloads: 356
Categories: Developer Tools, AI

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name aica - AI Code Analyzer

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

From the repository

Install via Bun, clone the repository, run bun install && bun run build, and place the binary in your PATH. Set a GITHUB_TOKEN and at least one LLM provider (Anthropic, OpenAI, or Gemini) via environment variables or a aica.toml configuration file. Use commands like aica review, aica agent, aica mcp server, or aica commit.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "aica - ai code analyzer": {
            "aica": {
                "command": "bun",
                "args": [
                    "run",
                    "build"
                ]
            }
        }
    }
}

McpServers

{
    "aica": {
        "command": "bun",
        "args": [
            "run",
            "build"
        ]
    }
}

aica - AI Code Analyzer

Motivation

There are already excellent code review tools such as pr-agent and cursor. However, pr-agent relies on code hosting services like GitHub, which limits its usability, and cursor is not open source, meaning it cannot be fully customized or integrated with other tools.

So, I decided to create a new tool with the following characteristics:

- Customizable
- Open Source
- Platform Independent

Features

- [x] AI Coding Agent
- [x] AI Code Review
- [x] MCP(Model Context Protocol) supported. stdio and SSE transports are supported.
- [x] Automatic knowledge retrieving for code review
- [x] Symbol based code search for retrieving knowledge
- [x] Vector based document search for retrieving knowledge
- [x] Generate summary of changes
- [x] Generate commit message
- [x] Create pull request with AI-generated title and body
- [x] Prompt customization
- [x] Slack notification
- [x] Single binary executable by bun build --compile
- [x] GitHub Actions integration. (See wiki page to setup actions.)

Install

Build and install a binary:

```bash

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About

Details

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Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

aica - AI Code Analyzer

Motivation

Features

Install

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