Inductor

Name: Inductor
Availability: InStock
Author: asengupta

by asengupta

LangGraph-powered codebase exploration tool using hypothesis generation and Neo4j knowledge storage.

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Works in:claude

Exposes:ToolsResources

View on GitHub Docs

What it does

Facilitates deep reverse engineering of codebases by combining hypothesis generation, evidence gathering, and knowledge persistence via Neo4j.

Tools

neo4j_operations: Basic CRUD operations for Neo4j nodes to store codebase structure.
hypothesis_management: Creates and validates hypotheses about how code functions.
code_analysis: Provides JSON-RPC interfaces for structural code analysis.

Installation

Since this is a custom local server, ensure Neo4j is running and add the following to your claude_desktop_config.json (adjust path to your local installation):

{
  "mcpServers": {
    "inductor": {
      "command": "poetry",
      "args": [
        "run",
        "python",
        "src/agent/simple_mcp_server.py"
      ],
      "env": {
        "NEO4J_URI": "bolt://localhost:7687",
        "NEO4J_USER": "neo4j",
        "NEO4J_PASSWORD": "your_password"
      }
    }
  }
}

Supported hosts

Claude Desktop

Quick install

poetry run python src/agent/simple_mcp_server.py

Information

Pricing: free
Published: 4/29/2026
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Related Apps

Choose your AI client and follow the steps below.

Claude Desktop

{
  "mcpServers": {
    "inductor": {
      "command": "poetry",
      "args": [
        "run",
        "python",
        "src/agent/simple_mcp_server.py"
      ],
      "env": {
        "NEO4J_URI": "bolt://localhost:7687",
        "NEO4J_USER": "neo4j",
        "NEO4J_PASSWORD": "your_password"
      }
    }
  }
}