Catalyst
Back to repository rankings
AI AgentsUpdated from GitHub

ndthanhdev/mcp-browser-kit

An MCP Server that enables AI assistants to interact with your local browsers.

5410TypeScript510d old

Summary

The available public data is mixed. More sustained activity or a broader contributor base would strengthen the score.

ndthanhdev/mcp-browser-kit recorded 16 commits in the past 30 days, has 5 public contributors, and has averaged 0.1 stars a day since launch.

66

Repository health

94

Maintainer track record

86

Repository quality

45

Catalyst Score

Contributors

Public track record

Duy Thanh Nguyen GitHub avatar
Duy Thanh Nguyen

@ndthanhdev · Repository owner

94/100

Established maintainer with a long public history and active community.

46 followers147 public repos10y history144 contributions
147 public repositories46 followers10 years of public history
dependabot[bot] GitHub avatar
dependabot[bot]

@dependabot[bot] · Top contributor

23/100

This account has a limited public history, so the track-record score is less certain.

0 followers0 public repos7y history46 contributions
0 public repositories0 followers7 years of public history
Elisha Kramer GitHub avatar
Elisha Kramer

@ElishaKay · Top contributor

88/100

Established maintainer with a long public history and active community.

98 followers1716 public repos10y history1 contributions
1716 public repositories98 followers10 years of public history
Frank Fiegel GitHub avatar
Frank Fiegel

@punkpeye · Top contributor

73/100

Active maintainer with a growing open-source track record.

2K followers8 public repos4y history1 contributions
8 public repositories2021 followers4 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+0
Fork growth since launch+0
Freshness+0
30-day commit activity+7
Contributor breadth+6
Maintainer track record+11
Topic activity+4
Repository quality+7
Topic novelty+10
Risk penalty0

Activity

Recent repository activity

16

Commits · 30d

5

Public contributors

0.1

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

16 commits in the last 30 days

5 public contributors

0 issues and 0 pull requests opened in 90 days

9 documentation and structure checks passed

Related repositories

ai-agents · 0 created in the past 30 days

Risk review

What needs watching

No material structural red flags detected; monitor maintainer concentration

Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.

Growth quality

Recent attention and maintainer concentration

Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.

Contributor concentration

Top 5 public contributors

Top contributor share
75%
Top three share
99%
Contributors checked
5
Concentration
High

Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.

Recent commit sample

Latest 100 commits

Unique authors
3
Verified commits
100%
Merge commits
0%
Median time between commits
18.2 hours

Repository footprint

Default branch: main

Repository size
4.4 MB
Branches
15
Tags
52
Watchers
1
Issue tracking

Deeper GitHub data

Delivery, collaboration, and project readiness

These metrics use the latest public records GitHub makes available for this repository.

Language composition

Share of detected source bytes

TypeScript97.9%
CSS1.3%
Go0.5%
JavaScript0.1%
Dockerfile0.1%
HTML0%

Community readiness

GitHub community health 42%

README
License
Contributing guide
Code of conduct
Issue template
Pull request template

Pull request health

Latest 50 pull requests

Merge rate
91%
Median merge time
2.9 hours
Open
5
Stale over 30 days
0

Issue health

Latest 1 issues

Closure rate
100%
Median close time
21.4 days
Open
0
Open without replies
0

Release cadence

Latest 20 release records

Latest release
v0.26073.30105-19
Published in 90 days
12
Median cadence
4.0 days
Asset downloads
366

CI reliability

Latest 50 workflow runs

Success rate
84%
Workflows represented
3
Failed runs
8
Median duration
13.8 min

Last checked

8/25/2026, 8:11:56 PM

Scan another repository