{
 "schema_version": 1,
 "generated": "2026-10-31",
 "id": "oraios-serena--give-your-coding-agent-ide-tools",
 "repo": "oraios/serena",
 "repo_url": "https://github.com/oraios/serena",
 "repo_slug": "oraios-serena",
 "title": "Give your coding agent IDE-level code navigation",
 "page_title": "How to give your coding agent IDE-level code navigation with Serena",
 "summary": "Install Serena and connect it over MCP so your agent finds symbols and references instead of grepping files.",
 "who": "A developer whose Claude Code or Codex sessions burn tokens reading whole files in a big repository.",
 "problem": "Agents that rely on text search and line numbers waste context and make fragile edits in large codebases.",
 "outcome": "An agent that uses find symbol, symbol overview and find referencing symbols to explore code at the symbol level.",
 "steps": [
  "Install uv, then run `uv tool install -p 3.13 serena-agent`",
  "Check that the Serena command is available, then run Serena init to initialise and verify the setup",
  "Do not install Serena from an MCP or plugin marketplace; the README warns those commands are outdated",
  "Connect it to your client either with a launch command or by starting Serena in HTTP mode and giving the client the URL",
  "Install any extra language server dependencies your languages need from the Language Support page"
 ],
 "agent_prompt": "Install oraios/serena with `uv tool install -p 3.13 serena-agent`, run serena init, and connect it to my <MCP client> as an MCP server. Then use its find symbol and find referencing symbols tools to map how <function or class> is used across this repo.",
 "agents": [
  "claude-code",
  "codex",
  "cursor",
  "gemini-cli"
 ],
 "difficulty": "Beginner",
 "time": "20 minutes",
 "basis": "readme",
 "caveat": "Serena only supplies tools; the quality of the work still depends on the LLM driving your client.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "uv, the only required prerequisite",
  "An MCP client such as Claude Code, Codex, OpenCode, Gemini-CLI, Cursor, VS Code or a JetBrains assistant",
  "An LLM to drive the tools, since Serena itself does no reasoning",
  "For some languages, extra language server dependencies listed on the Language Support page",
  "Optional: the paid Serena JetBrains Plugin (free trial) for move, inline and debugging"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/oraios-serena/give-your-coding-agent-ide-tools/",
 "md": "https://dedupedai.com/use-cases/oraios-serena/give-your-coding-agent-ide-tools/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/oraios-serena--give-your-coding-agent-ide-tools.json",
 "api_version": "v1"
}