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Hi, Adam
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beam
[ECOSYSTEM_MAP]

Ecosystem map

61 of 3,148 tools accelerating · 1,352 dying · sized by stars, colored by class.

[SHOWING 374 / 3,148]
[NICHE_001 / AGENTS]Agents
153
AutoGPT+0.1%
langflow+0.2%
firecrawl+2.9%
browser-use+1.6%
daytona-0.0%
RuView+1.7%
crewAI+1.2%
+0.4%
+0.1%
+136.4%
+2.6%
+0.6%
+0.4%
+0.3%
+1.4%
+1.2%
+0.5%
+0.6%
+2.0%
+1.4%
+0.6%
+0.6%
+0.8%
+0.8%
+0.3%
+6.4%
+0.2%
+0.2%
+5.4%
+0.4%
+0.8%
+0.1%
+0.0%
+0.5%
+1.0%
+0.2%
+2.2%
+0.1%
+0.1%
+0.1%
[+ 113 MORE]
[NICHE_002 / MCP]MCP
205
n8n+0.1%
everything-claude-code+2.8%
JavaGuide+0.0%
dify+0.6%
open-webui+0.8%
gemini-cli+0.6%
netdata+0.0%
+1.1%
+0.6%
+2.0%
+1.8%
+1.1%
+1.9%
+31.5%
+0.4%
+0.2%
+2.8%
+0.7%
+3.9%
+0.0%
+0.1%
+0.3%
+2.5%
+0.2%
+0.9%
+0.1%
+0.0%
+0.4%
+1.9%
+0.1%
+0.1%
+0.5%
+0.3%
+0.1%
+0.2%
+0.0%
+0.6%
+0.9%
+0.0%
+1.2%
[+ 165 MORE]
[NICHE_003 / RAG]RAG
132
langchain+0.5%
generative-ai-for…+0.4%
ragflow+0.0%
PaddleOCR+0.5%
Prompt-Engineering-Guide+0.4%
llm-app-0.1%
meilisearch+0.0%
+1.2%
+0.4%
+0.3%
+8.7%
+0.3%
+0.0%
+0.1%
+0.9%
+3.5%
+0.3%
+0.4%
+0.4%
+1.9%
+17.5%
+1.1%
+1.3%
+0.4%
+0.1%
+0.4%
+1.0%
+0.0%
+0.1%
+0.4%
+5.9%
+3.4%
+0.8%
+1.3%
+1.2%
+0.2%
+3.7%
+0.6%
+0.5%
+0.3%
[+ 92 MORE]
[NICHE_004 / CODING_ASSISTANTS]Coding Assistants
107
hermes-agent+8.9%
claude-mem+4.5%
ui-ux-pro-max-skill+0.7%
learn-claude-code+2.8%
caveman+9.2%
oh-my-openagent+2.7%
claude-code-best-practice+3.0%
+0.1%
+13.8%
+8.5%
+1.2%
+1.5%
+1.6%
+0.1%
+1.4%
+2.8%
+4.8%
+2.0%
+0.8%
+1.4%
+1.1%
+1.4%
+0.5%
+3.4%
+1.6%
+2.2%
+0.3%
+0.7%
+0.7%
+5.8%
+2.5%
+0.6%
+3.8%
+4.6%
+5.9%
+4.8%
+0.9%
+2.1%
+0.2%
+0.6%
[+ 67 MORE]
[NICHE_005 / INFERENCE_&_SERVING]Inference & Serving
62
vllm+0.8%
whisper.cpp+0.1%
ray+0.2%
DeepSpeed+0.1%
ColossalAI+0.0%
mediapipe+0.1%
sglang+2.3%
+1.0%
+0.2%
+0.0%
+0.2%
+0.1%
+0.3%
+0.0%
+0.1%
+0.8%
+0.0%
+0.1%
+0.0%
+0.1%
+0.0%
+0.0%
+0.1%
+0.4%
+0.3%
+0.1%
+0.0%
+0.1%
+0.2%
+0.1%
+0.2%
+0.1%
+0.0%
+0.1%
+0.2%
+0.0%
+0.1%
+0.5%
+0.0%
+0.2%
[+ 22 MORE]
[NICHE_006 / VECTOR_DBS]Vector DBs
16
redis+0.0%
qdrant+0.2%
dragonfly+0.0%
Resume-Matcher+0.1%
fiftyone+0.0%
orama+0.1%
oceanbase+0.0%
+0.0%
+0.1%
+0.0%
+0.0%
+0.0%
+0.0%
+0.0%
+0.1%
+0.2%
[NICHE_007 / MULTI-AGENT]Multi-Agent
17
markitdown+0.6%
MetaGPT+0.3%
deer-flow+3.1%
ai-agents-for-beginners+1.2%
autogen+0.4%
langfuse+1.7%
adk-python+0.8%
+0.3%
+0.7%
+0.7%
+0.8%
+2.5%
+0.0%
+1.1%
+0.1%
+1.7%
[NICHE_008 / LOCAL_LLMS]Local LLMs
21
ollama+0.3%
NextChat+0.0%
llamafile+0.1%
dyad+0.4%
kirara-ai+0.0%
deepwiki-open+1.0%
ChuanhuChatGPT+0.0%
+0.1%
+0.7%
+1.2%
+1.1%
+0.1%
+0.7%
+0.2%
+0.5%
+0.0%
+3.1%
+0.0%
+0.0%
+0.2%
+0.0%
[NICHE_009 / FINE-TUNING]Fine-Tuning
25
LlamaFactory+0.4%
annotated_deep_learning_p…+0.0%
unsloth+0.7%
self-llm+0.4%
peft+0.2%
CosyVoice+0.1%
Chinese-LLaMA-Alpaca+0.0%
+2.4%
+0.5%
+0.6%
+0.1%
-0.1%
+0.0%
+0.1%
+0.0%
+0.0%
+0.0%
+0.3%
+0.1%
+0.1%
+0.2%
+0.2%
+0.0%
+0.1%
+0.0%
[NICHE_010 / ON-DEVICE_&_EDGE]On-Device & Edge
3
llmfit+1.9%
RTranslator+0.0%
spark-nlp+0.0%
[NICHE_011 / WORKFLOW_&_NO-CODE]Workflow & No-Code
3
skyvern+0.4%
evolution-api+0.2%
langwatch+0.1%
[NICHE_012 / OBSERVABILITY_&_LLMOPS]Observability & LLMOps
13
litellm+2.0%
opik+0.5%
kubesphere+0.0%
ragas+0.8%
tensorzero+0.5%
helicone+0.9%
coze-loop+0.1%
+0.3%
+0.1%
+0.0%
+0.0%
+0.1%
+1.1%
[NICHE_013 / CHAT_UI]Chat UI
2
sdnext+0.1%
hermes-web-ui+5.3%
[NICHE_014 / VOICE_&_SPEECH]Voice & Speech
14
ChatTTS+0.1%
speechbrain+0.0%
Bert-VITS2+0.0%
mlx-audio+0.2%
YuE+0.0%
vibe+0.4%
WhisperLive+0.0%
+0.3%
+0.0%
+0.1%
+0.1%
+0.0%
+2.5%
+0.0%
[NICHE_015 / EVAL_&_BENCHMARK]Eval & Benchmark
5
opencompass+0.0%
ecs+0.2%
CLUE+0.0%
VLMEvalKit+0.2%
lmms-eval+0.5%
[NICHE_016 / SECURITY_&_RED-TEAM]Security & Red-Team
1
L1B3RT4S+0.3%
[NICHE_017 / IMAGE_GENERATION]Image Generation
6
VAR+0.0%
ChatAny+0.0%
ai-notes+0.0%
Sana+0.1%
stable-diffusion-videos+0.0%
AIGC-Interview-Book+1.6%
[NICHE_018 / BROWSING_&_SCRAPING]Browsing & Scraping
3
GenericAgent+2.7%
llm-scraper+0.0%
myGPTReader+0.0%
[NICHE_019 / FRAMEWORKS_&_SDKS]Frameworks & SDKs
207
prompts.chat+0.3%
transformers+0.2%
LLMs-from-scratch+0.5%
llm-course+0.3%
openai-cookbook+0.1%
OpenHands+0.7%
TradingAgents+15.5%
+0.0%
+0.0%
+0.2%
+0.1%
+0.3%
+0.2%
+0.1%
+0.5%
+0.2%
+6.3%
+0.1%
+0.0%
+2.4%
+0.2%
+1.8%
+1.6%
+0.0%
+0.0%
+0.4%
+0.7%
+0.2%
+0.1%
+0.0%
+0.2%
+0.0%
+0.4%
+0.0%
+0.1%
+9.8%
+0.1%
+0.8%
+1.5%
+0.6%
[+ 167 MORE]
[NICHE_020 / OTHER]Other
5
supabase+0.1%
lance+0.1%
pytorch-metric-learning+0.0%
text2vec+0.0%
lightly+0.0%
Accelerating· 16Stable· 168Stalling· 125Dying· 62New· 3
LOW Δ
HIGH Δ
HERO · TOP 7 BY STARS·HOVER FOR IDENTITY
[DAILY_REFRESH · 03:00_UTC]
[VELOCITY_PROJECTION]

Velocity projection

Every tracked tool plotted against popularity (stars) and momentum (velocity score). The apex pulse marks today's breakout return.

Pulse view

Velocity projection

Tools projected by popularity (stars) × momentum (velocity score). Apex pulse marks today's breakout return.

FRAME_260510
0.02.55.07.510.0[VELOCITY_SCORE]1001k10k100k1M[LOG10(STARS)]DAILY_STOCK_ANALYSISFRAME_260510[LIDAR_RETURN_VIEW]
[ACCEL][NEW][STABLE][STALLING][DYING]
Apex returnZhuLinsen/daily_stock_analysis·score 10.00·34,906 ★200 tools projected
LIVE──────── · ──:──:── UTCabout