code-rag-golang
by nullptr-z
README.md
# crag - Call Graph for AI-Assisted Go Development
[](https://go.dev/)
[](LICENSE)
AI modifies a function but misses 5 callers that also need updating. **crag** fixes this — it builds precise call graphs via static analysis, so AI knows exactly what's affected before making changes.
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## How It Works
```
crag analyze . # Build call graph using SSA + VTA static analysis
# → Stored in SQLite, fast to query
AI: "Modify ProcessRequest"
→ crag automatically finds all 5 callers
→ AI updates them together, nothing missed
```
## Install
```bash
git clone https://github.com/zheng/crag.git
cd crag
go install ./cmd/crag
```
## Quick Start
```bash
# 1. Analyze your Go project
crag analyze . -o .crag.db
# 2. Configure MCP for your AI editor (Cursor / Claude Code)
# Add to .cursor/mcp.json or claude_desktop_config.json:
```
```json
{
"mcpServers": {
"crag": {
"command": "crag",
"args": ["mcp", "-d", "/absolute/path/.crag.db"]
}
}
}
```
```bash
# 3. Keep it updated (pick one)
crag watch . -d .crag.db # Auto-update on file changes
# or: add `crag analyze . -i` to .git/hooks/post-commit
```
That's it. Your AI editor can now query call graphs directly.
## What AI Can Do With crag
After MCP setup, just ask naturally:
- *"Where is HandleRequest called?"* → upstream callers
- *"If I change BuildSSA, what's affected?"* → impact analysis
- *"Find all functions containing Auth"* → search
## CLI Usage
```bash
crag impact "HandleRequest" -d .crag.db # Impact analysis (callers + callees)
crag upstream "db.Query" -d .crag.db # Who calls this? (recursive)
crag downstream "Process" -d .crag.db # What does this call?
crag search "Handler" -d .crag.db # Search functions by name
crag risk -d .crag.db # Show high-risk functions
crag implements -d .crag.db # Interface implementations
crag view -d .crag.db # Web UI visualization
crag export -d .crag.db -o crag.md # Export as Markdown (RAG context)
```
## Why crag?
| | Text search (grep) | IDE (gopls) | **crag** |
|---|---|---|---|
| Interface calls | miss | partial | **VTA precise resolution** |
| Persisted & queryable | no | no | **SQLite** |
| AI integration | manual copy | no | **MCP native** |
| Incremental update | n/a | n/a | **Git-aware** |
| Zero CGO | n/a | n/a | **Pure Go SQLite** |
## Tech
- **Analysis**: Go SSA + VTA (Variable Type Analysis) via `golang.org/x/tools`
- **Storage**: `modernc.org/sqlite` (pure Go, single binary)
- **CLI**: `cobra` · **Web UI**: embedded `vis.js`
## License
MIT
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