Health
Maintenance, uptime, repo, release, and public activity signals.
Tracking 3,396 open and source-visible tool signals
Bet on healthier
open tools.
Track openness class, maintenance, shipping velocity, source coverage, and confidence so you can decide what to trust, replace, or bet on.
Shipping
Release velocity, changelog motion, and recent product updates.
Source Coverage
Bounded first-party evidence with explicit freshness and confidence signals.
Confidence
2.8k scored tools, 84 on evidence watch, 552 not scored.
Agent-ready evidence
Every tool profile speaks Markdown and JSON.
Agents can search, shortlist by use case, compare, inspect trends, and cite first-party source receipts without scraping the interface or loading the full catalog.
What Changed Today
Updated Oct 27, 2026. Newly added tools and notable score changes from the last 24 hours, plus the latest research.
Newly Added Tools
Fresh arrivals
No newly added tools landed in the last 24 hours.
Latest Blog Entries
Latest research
Notable Score Moves
Shifts in confidence
- +33
- +22
- +20
- +17
- -17
Big Movers This Week
Last 7 days ending Oct 27, 2026. Ranked by net score change and open-tool release activity.
Score Risers
Tools gaining confidence over the last 7 days.
Score Drops
Tools losing confidence over the last 7 days.
| # | Tool | Delta | Score |
|---|---|---|---|
| 01 | v10 | -96 | 0 |
| 02 | Financial Freedom | -42 | 0 |
| 03 | Go Help Desk | -32 | 53 |
| 04 | Microfeed | -32 | 53 |
| 05 | UZonMail | -29 | 46 |
Fastest Open Shippers
Open/source-visible tools with the heaviest release activity in the last 7 days.
No release activity was recorded in the last 7 days.
Weekly Ecosystem Pulse
Week of Oct 20, 2026 to Oct 27, 2026. Deterministic signals built from release and risk evidence.
Release Pulse
Release events
No tracked release activity landed in the last 7 days, so shipping momentum stayed quiet across the catalog.
Risk Pulse
Score drops
AI Agent Tools showed the most downward pressure with 18 tools slipping. v10 had the sharpest drop at -96 points.
Open Tool Rankings
Health-first rankings exclude proprietary targets and unknown-license tools. The GitHub repos view is adoption-first for source-visible tools.
Open Tool Standouts
Ordered by ToolVitals score, health, shipping, confidence, then adoption.
| # | Tool | Use Case | Openness | Stars | Score |
|---|---|---|---|---|---|
| 01 | OpenClaw | Ai Agent Tools | OSI-approved OSS | 393k | 99 |
| 02 | Hermes Agent | Ai Agent Tools | OSI-approved OSS | 257k | 99 |
| 03 | n8n | Workflow Automation | Fair-code, not OSI-approved | 208.6k | 99 |
| 04 | LiteLLM | Api Development Testing | OSI-approved OSS | 62k | 99 |
| 05 | ClickHouse | Database Systems | OSI-approved OSS | 50.6k | 99 |
License-Safe Picks
OSI-approved tools with the strongest current ToolVitals signals.
| # | Tool | Use Case | Health | Shipping | Score |
|---|---|---|---|---|---|
| 01 | OpenClaw | Ai Agent Tools | 99 | 99 | 99 |
| 02 | Hermes Agent | Ai Agent Tools | 99 | 99 | 99 |
| 03 | LiteLLM | Api Development Testing | 99 | 99 | 99 |
| 04 | ClickHouse | Database Systems | 99 | 99 | 99 |
| 05 | Visual Studio Code | Code Editing | 98 | 99 | 99 |
Top GitHub Repos
Adoption-first view of tracked source-visible repositories, ordered by stars.
| # | Repo | Use Case | Openness | Stars | Score |
|---|---|---|---|---|---|
| 01 | OpenClawopenclaw/openclaw | Ai Agent Tools | OSI-approved OSS | 393k | 99 |
| 02 | everything-claude-codeaffaan-m/ECC | Ai Agent Tools | OSI-approved OSS | 288.4k | 95 |
| 03 | Hermes AgentNousResearch/hermes-agent | Ai Agent Tools | OSI-approved OSS | 257k | 99 |
| 04 | Reactreact/react | Runtime Libraries | OSI-approved OSS | 251.8k | 94 |
| 05 | OpenCodeanomalyco/opencode | Ai Agent Tools | OSI-approved OSS | 221.5k | 98 |
| 06 | n8nn8n-io/n8n | Workflow Automation | Fair-code, not OSI-approved | 208.6k | 99 |
| 07 | Firecrawlfirecrawl/firecrawl | Browser Automation | OSI-approved OSS | 195.4k | 94 |
| 08 | Visual Studio Codemicrosoft/vscode | Code Editing | OSI-approved OSS | 194.3k | 99 |
Browse by Category
Jump into the categories with the deepest tracked coverage right now.
Latest from Blog
Longer-form ToolVitals research, analysis, and leaderboard reporting.
Kilo Code’s 1,497-Commit Surge and the Move to Agent Coordination
Kilo Code spans VS Code, JetBrains, CLI, and cloud. Its metrics show intense source activity, while recent releases point to agent coordination.
Top 17 File Storage & Sharing Tools — October 2026
Ranking the top 17 open/source-visible File Storage & Sharing Tools by public maintenance, license evidence, shipping evidence, and GitHub stars as of October 2026.
Top 18 Feature Flag Management Tools — October 2026
Ranking the top 18 open/source-visible Feature Flag Management Tools by public maintenance, license evidence, shipping evidence, and GitHub stars as of October 2026.
Popular Lookups
Fast entry points into the highest-intent ToolVitals pages.