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Codegraphcontext

@Shashankss1205 · github.com/Shashankss1205/CodeGraphContext

An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.

ClaimedData & DatabasesHTTPToolslocal auth

GitHub

Install one command

terminal

$ pip install codegraphcontext

Or add it with the Claude CLI: claude mcp add shashankss1205-codegraphcontext

Tools exposed 6 tools

compile_commands

process_payment

get_user_by_id

calculate_tax

process_data

validate_input

Configuration generate & copy

SCIP_INDEXER

NEO4J_PASSWORD

YOUR_NEO4J_PASSWORD

Values are filled in locally in your browser — nothing is sent anywhere.

claude_desktop_config.json

{
  "mcpServers": {
    "shashankss1205-codegraphcontext": {
      "command": "pip",
      "args": ["install", "codegraphcontext"],
      "env": {
        "SCIP_INDEXER": "<your-scip-indexer>",
        "NEO4J_PASSWORD": "<your-neo4j-password>",
        "YOUR_NEO4J_PASSWORD": "<your-your-neo4j-password>"
      }
    }
  }
}

Paste the Claude Desktop snippet under mcpServers in your config, then restart Claude Desktop — or run the Claude Code command in your terminal.

Codegraphcontext

Install one command

Tools exposed 6 tools

Configuration generate & copy

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