Code Fundi

The Codebase Map for Autonomous Engineering

The Codebase Map for AI Agents, Teams and Applications

Stop your AI agents from silently breaking code they never touched. Code Fundi turns any repository into a searchable, blast-radius-aware codebase map. Give your agents the map they need to see what breaks before they ship it - not hallucinations.

Don't just grep. Query patterns, logic, and the blast radius of every change across your indexed library, or from hundreds of codebases. Sub-second semantic retrieval for human engineers and AI.

Features

Multi-agentic teams

Scale parallel agent teams from your editor. Code Fundi is the primary data layer for QA, documentation, and complex refactoring workflows - so multiple agents can work with grounded codebase context instead of raw file dumps.

Codebase mapping

We map code structure and flow, not just text. See every file that breaks before your agent edits it. Understand downstream impact across services before changes land in a pull request.

Codebase indexing and documentation

Automatically convert entire repos into a token-optimized, structure-aware map. Perfect for RAG, documentation, and prompt engineering - distilled logic your team and agents can search without wading through boilerplate.

Global repo search

Execute sub-second queries across multiple public repos simultaneously - or your indexed private organization. Find implementations, auth patterns, and architectural prior art across the dependency graph without leaving VS Code or Cursor.

Custom MCP

Wire Code Fundi into any MCP-compatible client. Use the native Model Context Protocol server to feed agents a blast-radius-aware map instead of hundreds of thousands of tokens of raw text - lower cost, higher task success, full observability.

Before you begin

To get started, create an account with Code Fundi. You’ll automatically be on the Free plan, with credits to index public repos, run semantic search, and try multi-repo chat from the extension.

Install Code Fundi for VS Code, Cursor, Windsurf, and other editors from the Visual Studio Marketplace.

Installation

Here's how you can install Code Fundi in VS Code:

Installing directly from Visual Studio Code

1. Launch VS Code, open the sidebar, and click Extensions.
2. Search for Code Fundi in the extension search bar.

3. Select Code Fundi and click Install.

4. After installation, open the Code Fundi icon in the activity bar to index repos, search your org, and run agent teams with MCP-backed context.

Let's Go!

Index your first repository, search patterns across your codebase library, and connect agents through MCP - all from your editor. See the docs for Cursor, Windsurf, and MCP setup.

Documentation

• Code Fundi Docs
• Installation & MCP