AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
← Back to Leaderboard

Project comparison

awesome-mcp-servers vs netdata

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

awesome-mcp-servers

A collection of MCP servers.

Best matched with other framework tools.

95.8K
Stars
+4.4K
Weekly
80/100
Health
netdata

The fastest path to AI-powered full stack observability, even for lean teams.

Best matched with other framework tools.

80.8K
Stars
+1.0K
Weekly
86/100
Health

Quick Take

Adoption

awesome-mcp-servers has the larger GitHub footprint with 95.8K stars.

Momentum

awesome-mcp-servers is currently growing faster at +4.4K stars this week.

Maintenance

netdata has the stronger automated maintenance signal at 86/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

Signalawesome-mcp-serversnetdata
Evidence statusVerified snapshot· 2026-10-04 09:19 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars95.8K80.8K
Weekly growth+4.4K+1.0K
Health scoreStrong80/100Strong86/100
Contributors3.1K686
Commits per week247.360.2
Open issues2.8K373
LanguageN/AGo
LicenseMITGPL-3.0
Last commit2026-09-27 02:12 UTC2026-10-04 01:04 UTC
Last releaseN/Av2.10.4

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.