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Agents tracked: 440 Downloads (7d): 202M down 19.5% GitHub stars: 10.4M Releases (7d): 607 Agent status: all upSince last limit reset: Claude 28d · Codex 0d Updated Oct 21, 2026

OpenLit

OpenTelemetry auto-instrumentation for LLM applications and GPU monitoring.

Logging, monitoring and analytics PyPI Apache-2.0

Used in agent projects
1
0.1% of 1,622 Python repos built with AI coding agents
Gid Score
31 /100
#3401 of 3,794 tools, #96 in logging, monitoring and analytics · ranking
In the catalog because
Public numbers
downloads and GitHub stars, added Oct 20, 2026; too rare in our project count to rank by use
Downloads
76.2K
PyPI, last 7 days, openlit
GitHub stars
2,863
441 forks · last push Oct 20, 2026

How OpenLit is used

OpenLit joined the catalog on its public numbers (76,187 downloads a week on PyPI and 2,863 GitHub stars), not on our project count: it is a dependency in 5 public GitHub projects of our scan, 1 of them set up for AI coding agents. The most used alternative in our scan is OpenTelemetry SDK (58 projects). Projects that use it most often also use python-dotenv (80.0%), Beautiful Soup (60.0%), FastAPI (60.0%).

OpenLit popularity over time

Top tools by Gid Score

OpenLit: downloads per weekPyPI, openlit 69,531

Gid Score 31: downloads 40, use in agent projects 7, GitHub stars 29, downloads trend 50 (each 0-100). How it is calculated.

Often used with OpenLit

python-dotenv80.0% of OpenLit projects · 8.7× more than average
Beautiful Soup60.0% of OpenLit projects · 27.8× more than average
FastAPI60.0% of OpenLit projects · 8.0× more than average
LangChain60.0% of OpenLit projects · 29.6× more than average
LiteLLM60.0% of OpenLit projects · 98.0× more than average
Model Context Protocol SDK (Python)60.0% of OpenLit projects · 7.5× more than average
OpenTelemetry OTLP Exporter60.0% of OpenLit projects · 232.8× more than average
OpenTelemetry SDK60.0% of OpenLit projects · 64.2× more than average

How OpenLit is funded

Most funded tools

Open Collective: OpenLIT

Received, last 12 months$215 Oct 2025 – Sep 2026
Estimated annual budget$1,050 Open Collective's estimate
Balance$236
Raised since the start$236
Typical month median, last 12 months$21
Contributors, last 12 months2

Top company backers all time

TestMu AI (Formerly LambdaTest)$225 since Oct 2025

Oct 2025Sep 2026

Money by month. First money received in Oct 2025. The typical month is the median: one big one-off donation does not move it.

USD after payment processor fees, as Open Collective reports it; fiscal host Open Source Collective. Source

Ways to fund OpenLit

Open Collective

As the maintainers list them in FUNDING.yml on GitHub. Checked Oct 20, 2026.

Install

Packagepip install openlit
Main stacksPython (5)
Example projectskhan2a/telephony-mcp-server

Tools that do the same job, so a project picks one or the other. Add-ons and libraries used alongside OpenLit are not listed here; they are in "Often used with".

Tool Gid Score Used in agent projectsDownloads / wk GitHub starsLicense
OpenTelemetry SDK pypi
Python SDK implementation for OpenTelemetry providing tracing, metrics and logging.
70 58 (3.6%) 71.4M 2,681 Apache-2.0

More in Logging, monitoring and analytics: Vercel Analytics psutil Vercel Speed Insights Sentry for Next.js OpenTelemetry Pino structlog Loguru

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