---
title: "serena vs AutoGPT"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/oraios-serena-vs-significant-gravitas-autogpt"
tools: ["oraios-serena", "significant-gravitas-autogpt"]
---

# serena vs AutoGPT

Neutral, constraint-first comparison with live GitHub stats.

| | [serena](/tools/oraios-serena.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) |
| --- | --- | --- |
| Tagline | A powerful MCP toolkit for coding with semantic retrieval and editing capabilities | AutoGPT: Build, Deploy, and Run AI Agents |
| Stars | 26,185 | 185,420 |
| Forks | 1,743 | 46,123 |
| Open issues | 125 | 468 |
| Language | Python | Python |
| License | MIT | Other |
| Categories | LLM Frameworks, Developer Tools | AI Agents, Developer Tools |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=oraios-serena`](/api/graphcanon/graph?tool=oraios-serena)
- 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/_