codeglance-mcp
by lucidopus
README.md
# CodeGlance MCP Server
An MCP (Model Context Protocol) server that analyzes GitHub repositories using Gemini AI and generates comprehensive documentation — project overviews, architecture guides, file insights, and more.
Works with any MCP-compatible client: Claude Code, Claude Desktop, Cursor, Windsurf, etc.
## Quick Start
### 1. Get a Gemini API Key
Get a free API key from [Google AI Studio](https://aistudio.google.com/app/apikey).
### 2. Install & Configure
#### Claude Code
```bash
claude mcp add codeglance -e GEMINI_API_KEY=your_key_here -- uvx codeglance-mcp
```
That's it. Verify with:
```bash
claude mcp list
```
#### Claude Desktop / Cursor / Other MCP Clients
Add to your MCP config file (`claude_desktop_config.json`, `.cursor/mcp.json`, etc.):
```json
{
"mcpServers": {
"codeglance": {
"command": "uvx",
"args": ["codeglance-mcp"],
"env": {
"GEMINI_API_KEY": "your_gemini_api_key_here"
}
}
}
}
```
#### Alternative: Install via pip
```bash
pip install codeglance-mcp
```
Then configure your MCP client to run `codeglance-mcp` as the command instead of `uvx codeglance-mcp`.
## What It Does
When you ask your AI assistant to analyze a repository, CodeGlance:
1. **Clones** the repository (shallow clone for speed)
2. **Reads** key files (README, package.json, config files, entry points)
3. **Sends** the context to Gemini AI with specialized analysis prompts
4. **Generates** 6 documentation files in `codeglance-analysis/guide/`
### Generated Documentation
| File | Description |
|------|-------------|
| `01-overview.md` | 5-minute project overview |
| `02-tree.md` | Annotated directory structure |
| `03-file-insights.md` | Key files and their purposes |
| `04-architecture.md` | System architecture deep-dive |
| `05-quick-start.md` | Getting started guide |
| `06-master-analysis.md` | Comprehensive technical analysis |
## MCP Tools
| Tool | Description |
|------|-------------|
| `analyze_repository` | Run full analysis on a GitHub repo |
| `get_repository_info` | Check if a repo is already cloned |
| `list_generated_guides` | List generated documentation files |
## MCP Prompts
| Prompt | Description |
|--------|-------------|
| `comprehensive_analysis` | Full analysis workflow |
| `quick_overview` | Fast overview only |
| `architecture_review` | Architecture-focused analysis |
| `security_audit` | Security-focused review |
## Configuration
All settings can be customized via environment variables in your MCP config:
| Variable | Default | Description |
|----------|---------|-------------|
| `GEMINI_API_KEY` | *(required)* | Your Google Gemini API key |
| `MAX_FILE_SIZE` | `5000` | Max characters per file to analyze |
| `MAX_FILES_PER_ANALYSIS` | `50` | Max files to include in analysis |
| `TIMEOUT_SECONDS` | `120` | API request timeout |
| `MAX_CONCURRENT_REQUESTS` | `3` | Concurrent Gemini API calls |
| `CACHE_TTL_SECONDS` | `3600` | In-memory cache TTL |
Example with custom settings:
```json
{
"mcpServers": {
"codeglance": {
"command": "uvx",
"args": ["codeglance-mcp"],
"env": {
"GEMINI_API_KEY": "your_key",
"TIMEOUT_SECONDS": "180",
"MAX_CONCURRENT_REQUESTS": "5"
}
}
}
}
```
## Requirements
- Python 3.11+
- Git (for cloning repositories)
- A [Gemini API key](https://aistudio.google.com/app/apikey) (free tier works)
## Development
```bash
git clone https://github.com/lucidopus/codeglance-mcp.git
cd codeglance-mcp
uv sync
# Run locally
GEMINI_API_KEY=your_key uv run codeglance-mcp
```
## License
MIT
TDQS
A3.9/5.0
Scored across 3 tools
Disambiguation5/5
Each tool has a distinct purpose: analyzing a repository, checking its status, and listing output guides. No overlap in functionality.
Naming Consistency5/5
All tools use a consistent verb_noun snake_case pattern (analyze_repository, get_repository_info, list_generated_guides) making predictions easy.
Tool Count4/5
Three tools are slightly on the lower end for a code analysis server, but they cover the essential workflow without being excessive. The count is reasonable.
Completeness3/5
The tools cover the core analysis and listing workflow, but lack retrieval of individual guide content, deletion, or configuration options, which are notable gaps.
Maintenance
ActivityInactive
ResponsivenessNo issues