Desktop App / TypeScript

PROWL

A KNOWLEDGE GRAPH FOR YOUR CODEBASE

Parses your projects and builds a live graph of functions, classes, imports, and dependencies. Comes with 19 queryable MCP tools, semantic search, Cypher queries, impact analysis, and a built-in terminal with multi-provider AI chat.

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Features

Live architecture mapping with interactive graph visualization

19 MCP tools — reduces AI token usage by 90-99%

Semantic search powered by Snowflake Arctic Embed

Cypher queries via KuzuDB for deep codebase exploration

Impact & blast radius analysis for safe refactoring

Built-in terminal with xterm.js

Multi-provider AI chat (OpenAI, Anthropic, Ollama, etc.)

GitHub repo comparison and change detection

Code viewer with Monaco editor

Tree-sitter WASM parsing for accurate AST analysis

GitHub