What is the bluebox MCP server?

VectorlyApp/bluebox — Index the world's undocumented APIs AgentRank score: 58.1/100.

Is the bluebox MCP server actively maintained?

The bluebox MCP server was last committed 8mo ago and has 8 contributors. Issue health: 71% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

bluebox MCP Server

Name: VectorlyApp/bluebox
Rating: 3.3 (1 reviews)
Author: VectorlyApp

VectorlyApp/bluebox

Score: 58.1 Rank #7103 MCP Server

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Overview

VectorlyApp/bluebox is a Python tool licensed under Apache-2.0. Index the world's undocumented APIs Topics: ai-web-app, ai-website, browser-automation, cdp, chrome-devtools-protocol, mcp, reverse-engineering, robotic-process-automation, web-automation, llm-web-interface, api, ai-agents.

Ranked #7103 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0

ai-web-appai-websitebrowser-automationcdpchrome-devtools-protocolmcpreverse-engineeringrobotic-process-automationweb-automationllm-web-interfaceapiai-agents

Score Breakdown

Stars 15% 201

201 stars → growing community

Freshness 25% 8mo ago

Last commit 8mo ago → stale

Issue Health 25% 71%

41/58 issues closed → decent issue management

Contributors 10% 8

8 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 36

Description Brief

License Apache-2.0

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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Freshness high impact

Last commit was 244 days ago — a recent commit would boost your freshness score

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: 201
Forks: 36
Open Issues: 17
Closed Issues: 41
Contributors: 8
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 8mo ago

Matched Queries

topic:mcp

From the README

<p align="center">
  <a href="https://www.vectorly.app/"></a>
  <a href="https://console.vectorly.app"></a>
  <a href="https://vectorly.app/discord-invite"></a>
  <a href="https://www.youtube.com/@VectorlyAI"></a>
  <a href="https://www.apache.org/licenses/LICENSE-2.0"></a>

# bluebox 🟦

Index the world's undocumented APIs.

**Why "Blue Box"?** Named after the [phone phreaking devices](https://en.wikipedia.org/wiki/Blue_box) that let tech enthusiasts in the 1960s and 70s explore telephone networks.

**You are in the right place if you ...**

* need to scrape data behind UI interactions
* are dealing with closed APIs
* want to reverse engineer websites

## Tutorial

https://github.com/user-attachments/assets/934728e1-1384-4b44-a7b0-d93480d329de

## Prerequisites

- Python 3.12+
- Vectorly API key (required, used by `bluebox` agent for web data extraction)
  - Sign up at [console.vectorly.app](https://console.vectorly.app)
  - macOS/Linux: `export VECTORLY_SERVICE_TOKEN="your-key"`
  -

Read full README on GitHub →