PyRank
Shashankss1205

codegraphcontext

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
1.2K
Week
7.4K
Month
35.6K
Stars
3.9K
Forks
761
Issues
210
Version
0.5.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
79
Adoption
45
Community
80
Provenance
0
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
35,578
• 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
35,578
Stars
3,872
Stars per 1k downloads
108.83
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
1,061
Month daily avg
1,186
Momentum
-10.5%
((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
24 days ago
Total releases
80
Releases/year
90.1
• 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
131
Monthly downloads
35,578
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
84
 
Issue Burden
54.2
per 1k stars
Discussions
2.3
per 1k stars
Fork Ratio
17.2%
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

Linux 536
Windows 63
macOS 27

Python Versions

3.13
72.9% 455
3.12
13.5% 84
3.14
9.6% 60
3.11
3.2% 20
3.10
0.8% 5

Top Countries

1. US US
522
2. CN CN
180
3. SG SG
155
4. SE SE
52
5. HK HK
29
6. NL NL
7
7. IN IN
6
8. JP JP
6
9. TW TW
6
10. PK PK
5

Dependencies

24
19 optional dependencies

Used By

2
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT License
First Release
August 16, 2025
Last Release
3 weeks ago
Last Commit
3 days ago
Latest Version
0.5.1
Total Releases
80
Contributors
131
Open PRs
93
Archived
No
Python Versions
3
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links