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Serena
Coding agent toolkit with IDE-like semantic code retrieval and editing for LLM integration.
Serena is a free and open-source coding agent toolkit that enhances large language models with advanced semantic code retrieval and editing tools. It enables integration through the Model Context Protocol (MCP), allowing seamless operation with various coding agents, IDEs, and interfaces. Serena extracts code entities at the symbol level, supports context-aware operations, and improves token efficiency for coding tasks. The tools can be incorporated into diverse LLM-driven environments for more efficient and precise code editing.
automation 84 MCPs
llm-integration 82 MCPs
API integration 48 MCPs
context management 47 MCPs
developer-tools 43 MCPs
typescript 43 MCPs
natural-language-interface 40 MCPs
Python 40 MCPs
AI-integration 35 MCPs
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