serena

A local MCP server that gives an AI coding assistant project-aware help through the Serena Python package. MCP is a standard way for an assistant to connect to external tools or project context.

In plain words
What is it for?
Use it when working on the configured debug_mcp project and you want Serena available as an IDE-style assistant service.
Why use it?
It provides a configured bridge between the assistant and the selected project, avoiding manual setup for each session.

MCP server for Claude CodeCodexCursor

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add mcp/coykto/debug_mcp/serena
Clone the repo
git clone --depth 1 https://github.com/Coykto/debug_mcp

Made for: Claude Code, Codex, Cursor.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin 88% copy Near-identical to another mod in the catalogue.
Security

Grade A, and why

serena scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

88% identical to serena — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.mcp.json · 19 lines

What it actually says

{
  "serena": {
    "type": "stdio",
    "command": "uvx",
    "args": [
      "--from",
      "git+https://github.com/oraios/serena",
      "serena",
      "start-mcp-server",
      "--context",
      "ide-assistant",
      "--project",
      "debug_mcp",
      "--enable-web-dashboard",
      "false"
    ],
    "env": {}
  }
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 19 lines scan A c11a9a0bc8b3

Subscribe to this mod's changes

serena is an MCP server published in the GitHub repository Coykto/debug_mcp (1 stars, last pushed 7mo ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. It is 88% identical to serena, differing in 4 lines, and is treated as a copy.