ollama vs serena
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| ollama | serena | |
|---|---|---|
| Tagline | Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. | A powerful MCP toolkit for coding with semantic retrieval and editing capabilities |
| Stars | 176k | 26k |
| Forks | 17k | 1.7k |
| Open issues | 3.4k | 125 |
| Language | Go | Python |
| License | MIT | MIT |
| Last pushed | Jul 7, 2026 | Jul 7, 2026 |
| Categories | AI Agents, LLM Frameworks | Developer Tools, LLM Frameworks |
ollama
Ollama is a platform for deploying and interacting with various large language models (LLMs) such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, and Gemma on macOS, Windows, Linux, and Docker environments.
Go
serena
Serena offers advanced features similar to an IDE's functionalities but tailored for AI agents. It performs tasks such as code retrieval, refactoring, debugging, etc., efficiently through the Model Context Protocol (MCP), enhancing agent performance on complex projects.
Python