What is the reverse-api-engineer MCP server?

kalil0321/reverse-api-engineer — The agent that turns websites into APIs! AgentRank score: 82.2/100.

Is the reverse-api-engineer MCP server actively maintained?

The reverse-api-engineer MCP server was last committed 18d ago and has 9 contributors. Issue health: 79% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

reverse-api-engineer MCP Server

Name: kalil0321/reverse-api-engineer
Rating: 4.3 (1 reviews)
Author: kalil0321

kalil0321/reverse-api-engineer

Score: 82.2 ↓ 4.6% Rank #1466 Browser Automation

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The agent that turns websites into APIs!

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Overview

kalil0321/reverse-api-engineer is a Python tool licensed under MIT. The agent that turns websites into APIs! Topics: playwright, claude, web-scraping, ai, ai-agents, cli, mcp, openapi, scraping.

Ranked #1466 out of 24842 indexed tools.

In the top 6% of all indexed tools.

Has 1,258 GitHub stars.

Ecosystem

Python MIT

playwrightclaudeweb-scrapingaiai-agentsclimcpopenapiscraping

Score Breakdown

Stars 15% 1,258

1,258 stars → well-known project

Freshness 25% 18d ago

Last commit 18d ago → recently updated

Issue Health 25% 79%

33/42 issues closed → decent issue management

Contributors 10% 9

9 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 118

Description Brief

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

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Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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HTML

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HTML

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Details

Stars: 1,258
Forks: 118
Open Issues: 9
Closed Issues: 33
Contributors: 9
Dependents: —
Language: Python
License: MIT
Last Commit: 18d ago

Matched Queries

topic:mcp

From the README

<div align="center">
  
  <br><br>
  <a href="https://pypi.org/project/reverse-api-engineer/"></a>
  <a href="https://www.python.org/downloads/"></a>
  <a href="https://opensource.org/licenses/MIT"></a>
  <a href="https://github.com/kalil0321/reverse-api-engineer/actions/workflows/ci.yml"></a>
  <br>

</div>

# Reverse API Engineer

> **Turn websites into APIs.** Browse (or let an agent browse), and get a clean, typed client for the endpoints the site actually uses.

<p align="center">
  
  <br>
  <em>Agent mode</em>
</p>

<p align="center">
  
  <br>
  <em>Manual mode</em>
</p>

---

## How it works

1. You give it a website and a goal ("fetch all Apple jobs").
2. A browser visits the site, either driven by you or by an AI agent.
3. Network traffic is captured to a HAR file.
4. Your configured model reads the traffic and writes a working API client in Python, JavaScript, TypeScript, Go, Java, C#, PHP, Ruby, C, or PowerShell.

No more manually opening DevTools, copying cURL commands, a

Read full README on GitHub →