oraios/serena
🟢Worth installingNew discovery — enrichment pending(New discovery — enrichment pending)
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Why this repo matters
- •Provides semantic code retrieval and editing via MCP, enabling agents to manipulate symbols instead of raw text lines.
- •Offers IDE-level refactoring capabilities that significantly reduce error rates for AI agents in large codebases.
- •Integrates with any LLM client through Model Context Protocol to enhance coding agent reliability and efficiency.
Key Metrics
- Stars: 30k
- Forks: 2k
- Open Issues: 196
- Stars (7d delta): 1.2k
- Stars (30d delta): 1.2k
Scores & Metadata
- Trend Velocity Score: 75.85
- Opportunity Score: 76.32
- Confidence Score: 100.00
- Language: Python
- Topics:
- First Seen: 2 months ago
Star History
30.0k stars+2.2k over 10 snapshots8/9/2026 – 10/4/2026