PyRank
maheshmakvana

graphsift

graphsift: #1 Claude token saver & LLM token optimizer. AST dependency graph, BM25+graph ranked relevance, multi-tier context selection, 14 languages, tree-sitter parsing, 19-CLI output compression (86% avg). 80-150x token reduction, F1 0.85. Hybrid search, dedup, diff-aware trimming, cycle & dead code detection. MCP server. Agent memory, typed graph retrieval, context compaction, A2A protocol, temporal code graph.
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
4
Week
193
Month
1.2K
Stars
3
Forks
0
Issues
0
Version
1.9.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
8
Adoption
30
Community
0
Provenance
0
How the maintenance status was determined
Last commit
40 days ago
Monthly downloads
1,167
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
1,167
Stars
3
Stars per 1k downloads
2.57
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
28
Month daily avg
39
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.
Python version support tiers
requires_python
>=3.9
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
• 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
38 days ago
Total releases
20
Releases/year
83.9
• 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
2
Monthly downloads
1,167
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
8
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. SG SG
38
2. US US
2
3. CN CN
1
4. IQ IQ
1

Package Information

License
MIT
First Release
April 10, 2026
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
1.9.0
Total Releases
20
Contributors
2
Open PRs
0
Archived
No
Python Versions
3 3.9 3.10 3.11 3.12 3.13
Wheels
py3
Keywords
save claude tokens claude token saver claude token optimizer claude token compression reduce claude api costs claude cost reduction claude code save tokens claude context optimizer claude api token reducer optimize claude context claude context window claude api savings llm token optimization llm token compression llm token reducer reduce llm api costs llm context optimization llm context compression llm context window token reduction tool token cost reduction token budget tool token saving tools context window optimization code context compression code context optimization save gpt tokens reduce openai api costs openai token optimizer gpt token reduction gpt context optimizer save gemini tokens
Tracking Since
April 12, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links