PyPI Stats
cornelcroi

context-lens

Semantic search knowledge base for MCP-enabled AI assistants. Index local files or GitHub repos, query with natural language. Built on LanceDB vector storage. Works with Claude Desktop, Cursor, and other MCP clients.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (cornelcroi/context-lens) with 2 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
27
Week
106
Month
447
Stars
21
Forks
2
Issues
1
Version
0.1.8

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
45
Popularity
23
Adoption
26
Community
0
How the maintenance status was determined
Last commit
168 days ago
Monthly downloads
447
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
447
Stars
21
Stars per 1k downloads
46.98
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
15
Month daily avg
15
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
>=3.11
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
172 days ago
Total releases
9
Releases/year
18.5
• 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
447
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
20
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
100.0%
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. RU RU
18
2. CA CA
1

Dependencies

12
7 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
November 9, 2025
Last Release
5 months ago
Last Commit
5 months ago
Latest Version
0.1.8
Total Releases
9
Contributors
2
Open PRs
0
Archived
No
Python Versions
3 3.11 3.12
Wheels
py3
Keywords
mcp model-context-protocol semantic-search vector-database ai-assistant llm embedding rag knowledge-base claude lancedb
Topics
ai-assistant claude embedding fastmcp kiro knowledge-base lancedb llm local-ai mcp model-context-protocol python rag semantic-search sentence-transformers vector-database anthropic anthropic-claude gpt openai
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links