---
title: "vigil-llm vs graphrag"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/deadbits-vigil-llm-vs-microsoft-graphrag"
tools: ["deadbits-vigil-llm", "microsoft-graphrag"]
---

# vigil-llm vs graphrag

Neutral, constraint-first comparison with live GitHub stats.

| | [vigil-llm](/tools/deadbits-vigil-llm.md) | [graphrag](/tools/microsoft-graphrag.md) |
| --- | --- | --- |
| Tagline | ⚡ Vigil ⚡ Security scanner for detecting prompt injections, jailbreaks, and risky Large Language Model inputs | Graph-based Retrieval-Augmented Generation (RAG) system |
| Stars | 486 | 34,240 |
| Forks | 55 | 3,621 |
| Open issues | 16 | 158 |
| Language | Python | Python |
| License | Apache-2.0 | MIT |
| Categories | Model Training, Evaluation & Observability | Data & Retrieval, LLM Frameworks |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=deadbits-vigil-llm`](/api/graphcanon/graph?tool=deadbits-vigil-llm)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_