AI Ecosystem Intelligence Platform

Track What's Actually Moving in AI

950+ AI tools scored daily across developer activity, adoption, and ecosystem momentum.
No hype. No opinions. Just data.

950+ tools · multi-signal scoring · updated daily

Built on public ecosystem data and a transparent scoring methodology that is open, versioned, and continuously refined.

+386ML-From-Scratch76.9+359resin68.0+337alpaca-lora72.5+335data-formulator76.6+315localGPT76.6+297Bark73.3+294Agent^2 RL-Bench76.1+282chartbrew73.7+386ML-From-Scratch76.9+359resin68.0+337alpaca-lora72.5+335data-formulator76.6+315localGPT76.6+297Bark73.3+294Agent^2 RL-Bench76.1+282chartbrew73.7

Live Index · Daily

What the index is showing today

Current Signal: Application layer is leading — expansion phase

Top Ranked

View all 886 →
#
Tool
Score
1
LangChainLLM Frameworks
94.1
2
FastAPIData Processing
93.9
3
TransformersLLM Frameworks
92.6
4
OpenClawAgents / RAG Platforms
92.5
5
browser-useAgents / RAG Platforms
92.5
6
LangGraphLLM Frameworks
92.1
7
ClineCode AI
91.7
8
crewAIAgents / RAG Platforms
91.5
9
AnythingAgents/RAG
91.4
10
Gemini CLIAgents / RAG Platforms
90.7

Today's Signal

View all movers →
TOP RISER+386

ML-From-Scratch

ML Education / Implementations · 76.9

Signal acceleration confirmed across multiple independent inputs. 7d score: -0.0.

TOP FALLER-325

gpt-ai-assistant

Agents / RAG Platforms · 64.2

Relative signal strength declined versus peer cohort. 7d score: -9.7.

What this means

Momentum is concentrating in ML Education / Implementations while Agents / RAG Platforms shows relative cooling.

Momentum Leaders

Momentum

Highest composite momentum across scoring signals.

1
headroomTrending

Mtm

1.0

Status

Surging
2
@react-native-firebase/mlTrending

Mtm

1.0

Status

Surging
3
InstructorTrending

Mtm

1.0

Status

Surging
4
nocobaseTrending

Mtm

1.0

Status

Surging
5
FunASRTrending

Mtm

1.0

Status

Surging
6
localGPTTrending

Mtm

1.0

Status

Surging
7
data-formulatorTrending

Mtm

1.0

Status

Surging
8
chartbrewTrending

Mtm

1.0

Status

Surging

Go deeper

Breakouts →

Early signals. Confirmed movers.

Insights →

Research, notes, and media.

Repos →

Fastest growing AI projects.

Rankings →

All 886 tools, ranked daily.

Methodology →

14 signals across 4 pillars.

Compare →

Side-by-side tool intelligence.