Autodev Codebase

@autodev/codebase

[](https://www.npmjs.com/package/@autodev/codebase) [](https://github.com/anrgct/autodev-codebase) [](https://opensource.org/licenses/MIT)

A vector embedding-based code semantic search tool with MCP server and multi-model integration. Can be used as a pure CLI tool. Supports Ollama for fully local embedding and reranking, enabling complete offline operation and privacy protection for your code repository.

# Semantic code search - Find code by meaning, not just keywords
╭─ ~/workspace/autodev-codebase 
╰─❯ codebase search "user manage" --demo
Found 20 results in 5 files for: "user manage"

==================================================
File: "hello.js"
==================================================
< class UserManager > (L7-20)
class UserManager {
  constructor() {
    this.users = [];
  }

  addUser(user) {
    this.users.push(user);
    console.log('User added:', user.name);
  }

  getUsers() {
    return this.users;
  }
}
……

# Call graph analysis - Trace function call relationships and execution paths
╭─ ~/workspace/autodev-codebase 
╰─❯ codebase call --demo --query="app,addUser"
Connections between app, addUser:

Found 2 matching node(s):
  - demo/app:L1-29
  - demo/hello.UserManager.addUser:L12-15

Direct connections:
  - demo/app:L1-29 → demo/hello.UserManager.addUser:L12-15

Chains found:
  - demo/app:L1-29 → demo/hello.UserManager.addUser:L12-15

# Code outline with AI summaries - Understand code structure at a glance
╭─ ~/workspace/autodev-codebase 
╰─❯ codebase outline 'hello.js' --demo --summarize
# hello.js (23 lines)
└─ Defines a greeting function that logs a personalized hello message and returns a welcome string. Implements a UserManager class managing an array of users with methods to a