PyRank
elara-labs

code-context-engine

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
PyPI GitHub
More links
Download Stats Issues
Monthly downloads
1.8K
Weekly downloads
715
GitHub stars
428

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.4.26
Requires Python
>=3.11
Licence
MIT
Last Release
2 months ago
First Release
April 29, 2026
Total Releases
27
Python Versions
3 3.11 3.12 3.13
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
55
Adoption
32
Community
45
Provenance
0
How the maintenance status was determined
Last commit
53 days ago
Monthly downloads
1,771
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
1,771
Stars
428
Stars per 1k downloads
241.67
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
102
Month daily avg
59
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
More insights and metrics
Python version support tiers
requires_python
>=3.11
Cutting Edge
Minimum supported version is 3.14 or newer
• Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• 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
64 days ago
Total releases
27
Releases/year
58.3
• 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
12
Monthly downloads
1,771
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
58
 
Issue Burden
37.4
per 1k stars
Discussions
11.7
per 1k stars
Fork Ratio
18.2%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

macOS 6
Linux 3
Windows 2

Python Versions

3.13
54.5% 6
3.12
36.4% 4
3.11
9.1% 1

Top Countries

1. FR FR
55
2. US US
19
3. DE DE
5
4. HK HK
3
5. AT AT
2
6. CA CA
2
7. GB GB
2
8. IN IN
2
9. DZ DZ
1
10. KR KR
1

Weekly Downloads

GitHub Stars

Dependencies

20
7 optional dependencies

Used By

0
Not used by any tracked packages

Repository details

Forks
66
Issues
16
Last Commit
1 month ago
Contributors
12
Open PRs
5
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
claude-code codex copilot cursor gemini-cli save-tokens token-savings mcp-server code-indexing reduce-ai-costs ai-coding vector-search
Sources and methodology