oraios

    oraios/serena

    A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

    31.0K stars
    2.1K forks
    31.0K GitHub watchers
    Updated Nov 2, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    3 releases in the last 90 days, the latest 13 days ago, with 249 contributors on GitHub.

    Peaked at #10 in the weekly ranking the week of Aug 31, its best in the past year.

    Use Cases & Benefits

    • Provides a powerful coding agent toolkit that enables semantic code retrieval and editing directly on your codebase.
    • Enhances coding agents by offering IDE-like symbolic code understanding and editing tools independent of any specific LLM or interface.
    • Use for integrating semantic code navigation and editing capabilities into AI coding assistants like Claude Code or Codex.
    • Use for improving token efficiency and code quality in large, complex projects by enabling precise symbol-level code operations.
    • Use for building custom coding agent workflows or IDE extensions that require advanced language server protocol support across multiple languages.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Other

    GitHub could not identify this license; read the LICENSE file before depending on it.

    Community files

    • README: present
    • Contributing guide: present

    Watch-outs

    • License not identified by GitHub; read the LICENSE file before depending on it.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    You can think of Serena as an IDE for a coding agent. With it, the agent no longer needs to read entire files, perform grep-like searches or string replacements to find and edit the right code. Instead, it can use code centered tools like find_symbol, find_referencing_symbols and insert_after_symbol.

    Most users report that Serena has strong positive effects on the results of their coding agents, even when used within very capable agents like Claude Code. Serena is often described to be a game changer, or an enormous productivity boost.

    However, in very small projects or in tasks that involve only one file (tasks which do not require reading/editing only subsets of files), you may not benefit from including Serena. For example, for creating code from scratch, Serena will not provide much value. You also might want to adjust Serena to your needs and workflows using its extensive configuration options.

    Excerpt from the oraios/serena README on GitHub (NOASSERTION license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    2.1K+293

    Open issues

    139+28

    Compared with peers in AI Agents

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth

    oraios/serena compared with AI Agents repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    morluto/rea450.0K+22.9K7516 days ago
    vercel-labs/agent-desktop21.4K+8.7K755 days ago
    milind-soni/OpenMausBot20.6K+8.4K75today
    stablyai/orca121.4K+6.7K75today
    thedotmack/claude-mem115.8K+4.7K75today
    oraios/serena31.0K—5913 days ago
    Category median115.8K+8.4K75—

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