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MVP keyword matching. No external AI API is called.

Work with a large codebase

Recommended stack preview

MVP recommendation logic

Recommended Model

Claude Opus / GPT-5.5

Recommended Agent

Codex or Claude Code

Recommended Skill Pack

Refactor Large Codebase Pack (accessible)

Recommended MCP Servers

CodeGraph / CodeGraphContext, Git MCP, Filesystem MCP

Demo recommendation. Use small migration slices and avoid broad rewrites without call-path evidence.

Why this stack

Long-context reading
Symbol graph fit
Safer blast-radius workflow

Alternatives

Kimi for long repository notes
Gemini for very large multimodal context

Generated demo mcp.json

Demo config - verify package names before installing. Placeholder commands are not installable claims.

{
  "notice": "Demo config - verify package names before installing. Artificial Search does not claim placeholder commands are installable.",
  "mcpServers": {
    "codegraphcontext": {
      "command": "TODO_REPLACE_WITH_VERIFIED_SERVER",
      "args": [
        "VERIFY_PACKAGE_NAME_BEFORE_INSTALLING"
      ],
      "status": "demo-placeholder",
      "name": "CodeGraph / CodeGraphContext"
    },
    "git": {
      "command": "TODO_REPLACE_WITH_VERIFIED_SERVER",
      "args": [
        "VERIFY_PACKAGE_NAME_BEFORE_INSTALLING"
      ],
      "status": "demo-placeholder",
      "name": "Git MCP"
    },
    "filesystem": {
      "command": "TODO_REPLACE_WITH_VERIFIED_SERVER",
      "args": [
        "VERIFY_PACKAGE_NAME_BEFORE_INSTALLING"
      ],
      "status": "demo-placeholder",
      "name": "Filesystem MCP"
    }
  }
}

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