---
title: "SPARDA"
description: "Tool that converts existing Express or FastAPI applications into MCP servers without rewriting the API surface."
canonical: "https://vibing.inc/library/sparda-vg-0055"
category: "AI Skills, Agents & MCP"
subcategory: "Dev MCP"
license: "open-source"
author: "Zakaria Gharzouli (@zyx77550)"
source: "https://github.com/zyx77550/sparda"
---

# SPARDA
Tool that converts existing Express or FastAPI applications into MCP servers without rewriting the API surface.
## Facts
- Source: https://github.com/zyx77550/sparda
- Category: AI Skills, Agents & MCP / Dev MCP
- Author: Zakaria Gharzouli (@zyx77550)
- Licence: open-source
- Tags: mcp, express, fastapi, generator
## Why it's a gem
Turn any existing API into an MCP server in one pass.
---
Listed in The Vibeary: https://vibing.inc/library/sparda-vg-0055 · JSON: https://vibing.inc/api/public/library/gems/sparda-vg-0055