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.

+363Probabilistic-Programming-and-Bayesian-Methods-for-Hackers78.0+257pkuseg-python68.3+227pattern_classification68.0+197FastSD CPU66.2+147Neptune73.4+138ChatGPT on WeChat77.3+131pyllms60.0+98OpenLLM67.2+363Probabilistic-Programming-and-Bayesian-Methods-for-Hackers78.0+257pkuseg-python68.3+227pattern_classification68.0+197FastSD CPU66.2+147Neptune73.4+138ChatGPT on WeChat77.3+131pyllms60.0+98OpenLLM67.2

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
93.6
2
FastAPIData Processing
93.5
3
OpenClawAgents / RAG Platforms
92.7
4
TransformersLLM Frameworks
92.4
5
LangGraphLLM Frameworks
92.0
6
ClineCode AI
91.9
7
Gemini CLIAgents / RAG Platforms
91.8
8
browser-useAgents / RAG Platforms
91.5
9
crewAIAgents / RAG Platforms
91.3
10
llama.cppInference / Orchestration
90.7

Today's Signal

View all movers →
TOP RISER+363

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

ML Education / Bayesian Methods · 78.0

Signal acceleration confirmed across multiple independent inputs. 7d score: +0.6.

TOP FALLER-354

Prompt-Engineering-Guide

Agents / RAG Platforms · 68.8

Relative signal strength declined versus peer cohort. 7d score: +0.4.

What this means

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

Momentum Leaders

Momentum

Highest composite momentum across scoring signals.

1
opencode.nvimTrending

Mtm

1.0

Status

Surging
2
chromem-goTrending

Mtm

1.0

Status

Surging
3
checkpoint-engineTrending

Mtm

1.0

Status

Surging
4
mission-controlTrending

Mtm

1.0

Status

Surging
5
Multi-Agent-Medical-AssistantTrending

Mtm

1.0

Status

Surging
6
FastSD CPUTrending

Mtm

1.0

Status

Surging
7
Langchain-ChatchatTrending

Mtm

1.0

Status

Surging
8
DSPyTrending

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.