PyRank
vaquarkhan

mcp-test-harness

a Testing framework for MCP servers
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
34
Week
929
Month
12.5K
Stars
3
Forks
0
Issues
0
Version
3.0.9

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
8
Adoption
40
Community
10
Provenance
100
How the maintenance status was determined
Last commit
13 days ago
Monthly downloads
12,521
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
12,521
Stars
3
Stars per 1k downloads
0.24
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
• Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
133
Month daily avg
417
Momentum
-68.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT License
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
1 days ago
Total releases
17
Releases/year
60.8
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
1
Monthly downloads
12,521
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
• Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
11
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Windows 40
macOS 2

Python Versions

3.12
90.5% 38
3.11
4.8% 2
3.13
4.8% 2

Top Countries

1. RU RU
36
2. US US
16
3. FR FR
7
4. DE DE
2
5. GB GB
2
6. JO JO
2
7. NL NL
2
8. CN CN
1

Dependencies

3
8 optional dependencies

Used By

17
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT License
First Release
April 13, 2026
Last Release
Yesterday
Last Commit
2 weeks ago
Latest Version
3.0.9
Total Releases
17
Contributors
1
Open PRs
1
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
py3
Keywords
json-rpc mcp mcp-test mcplint model-context-protocol test-harness testing
Tracking Since
April 19, 2026
Data Updated
July 19, 2026
Data Freshness
Fresh

Links