Week 45, updated 2 Nov 2026

Weekly archive Week 45

Week 45: what changed

All 52 tools re-scored on 2 Nov 2026, compared with Week 44.

Scores changed
43
Label changes
3
Tool releases, 7 days
28
Biggest gainspoints
  1. awesome-mcp-serversnow 47+7
  2. Playwright MCPnow 45+7
  3. Crawl4AInow 52+6
  4. Browser Usenow 62+5
  5. Context7now 57+5
Biggest dropspoints
  1. MCP reference serversnow 48−11
  2. GitHub MCP Servernow 41−9
  3. Difynow 56−5
  4. Open WebUInow 68−4
  5. Gemini CLInow 70−3

This week's top 10, 4 weeks of history

Score per week from our weekly history files. Yellow line = #1.

Week 42Week 43Week 44Week 4555606570758085 1. Firecrawl 782. Ollama 733. n8n 704. Gemini CLI 705. OpenCode 706. RAGFlow 697. LobeHub 698. Open WebUI 689. llama.cpp 6810. OpenHands 68
  1. 1FirecrawlW42, W43, W44, W45: 77, 79, 78, 7878No issues found
  2. 2OllamaW42, W43, W44, W45: 71, 74, 72, 7373Caution
  3. 3n8nW42, W43, W44, W45: 69, 72, 72, 7070Caution
  4. 4Gemini CLIW42, W43, W44, W45: 70, 70, 73, 7070Caution
  5. 5OpenCodeW42, W43, W44, W45: 81, 83, 70, 7070No issues found
  6. 6RAGFlowW42, W43, W44, W45: 64, 65, 71, 6969Caution
  7. 7LobeHubW42, W43, W44, W45: 76, 68, 68, 6969Caution
  8. 8Open WebUIW42, W43, W44, W45: 69, 68, 72, 6868Caution
  9. 9llama.cppW42, W43, W44, W45: 67, 63, 64, 6868Caution
  10. 10OpenHandsW42, W43, W44, W45: 64, 61, 67, 6868Caution

No tools were added since Week 44.

Top 10 as a table
#ToolUse caseScorevs Week 44Rank vs Week 44SafetyStars
1FirecrawlResearch & web data78==No issues found197,743
2OllamaLocal AI73▲ 1▲ 1Caution185,623
3n8nAutomation & agent frameworks70▼ 2▲ 2Caution209,320
4Gemini CLICoding agents70▼ 3▼ 2Caution108,661
5OpenCodeCoding agents70=▲ 2No issues found223,907
6RAGFlowRAG, knowledge & memory69▼ 2=Caution93,321
7LobeHubLocal AI69▲ 1▲ 1Caution83,689
8Open WebUILocal AI68▼ 4▼ 4Caution157,502
9llama.cppLocal AI68▲ 4▲ 4Caution133,105
10OpenHandsCoding agents68▲ 1▼ 1Caution92,466

Safety label changes

Safety counts this week

32 tools with at least one critical-severity known vulnerability in runtime dependencies (OSV). 7 tools with an agent or skill file that tells the agent to pipe a remote script into a shell. Counts are this week's scan only; since 27 Oct 2026 each critical advisory counts once per package per tool, so totals are not compared with earlier weeks.

Full safety watch

28 tool releases in 7 days

By job.

Tools with a release this weekof tools in the job
  1. Coding agents10 / 14
  2. Agent skills & MCP2 / 9
  3. Automation & agent frameworks7 / 14
  4. Research & web data2 / 6
  5. RAG, knowledge & memory1 / 3
  6. Local AI5 / 5
  7. Media & creative1 / 1
All releases and models this week

Tracked tools (28)

Models (1)

Get this page by email every week

One email a week: the new top 10, the biggest score changes and every safety label that changed.

Free. Double opt-in: you confirm by email first, unsubscribe in one click.