High-intent entry points

Start from the task, not a keyword list.

These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index

FinanceStock analysis QuantTrading research SlidesPPT generation DocsPDF parsing ExtractWeb scraping CreativeDesign workflow SportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 702 ranked candidates matching "agentic-retrieval"

Best blend of quality, stars, freshness, and agent usage

Ragflow

VERIFIEDEXCELLENT · 100TRUST · 94SAFE · VERIFIEDCODING

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for L…

$ npx skills add infiniflow/ragflow

82.6K stars78 quality94 trustVerifiedClaude Code24d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonai-agents

by infiniflowDetailsQuick view

Anything Llm

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

$ npx skills add Mintplex-Labs/anything-llm

62.5K stars77 quality92 trustVerifiedClaude Code3d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

javascriptvector-search

by Mintplex-LabsDetailsQuick view

Flowise

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Build AI Agents, Visually

$ npx skills add FlowiseAI/Flowise

53.6K stars76 quality88 trustReviewedClaude Code + OpenAI Agents27d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + OpenAI Agents · 4 targets

typescriptrag

by FlowiseAIDetailsQuick view

PageIndex

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · VERIFIEDRESEARCH

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

$ npx skills add VectifyAI/PageIndex

33.7K stars75 quality90 trustVerifiedClaude Code4d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

pythonvector-search

by VectifyAIDetailsQuick view

Sim

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDCODING

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

$ npx skills add simstudioai/sim

28.9K stars74 quality93 trustVerifiedClaude Code3d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

typescriptrag

by simstudioaiDetailsQuick view

RAG Techniques

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

$ npx skills add NirDiamant/RAG_Techniques

28.1K stars74 quality90 trustReviewedClaude Code + OpenAI Agents19d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

jupyter-notebooksemantic-search

by NirDiamantDetailsQuick view

Eliza

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Open source agentic operating system

$ npx skills add elizaOS/eliza

18.6K stars73 quality90 trustReviewedClaude Code12d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

typescriptrag

by elizaOSDetailsQuick view

WeKnora

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

$ npx skills add Tencent/WeKnora

16.5K stars73 quality90 trustReviewedClaude Code19d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

gosemantic-search

by TencentDetailsQuick view

LlamaIndex

EXCELLENT · 100TRUST · 82SAFE · REVIEWEDRESEARCH

Data framework for building RAG and knowledge workflows around agent tasks.

$ npx skills add run-llama/llama_index

42.0K stars91 quality82 trustReviewedClaude Code + OpenAI Agents1mo since pushSafe to try54.6K installs

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

pythoncodexclaude-code

by run-llamaDetailsQuick view

DB GPT

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDCODING

open-source agentic AI data assistant for the next generation of AI + Data products.

$ npx skills add eosphoros-ai/DB-GPT

19.0K stars73 quality92 trustVerifiedClaude Code + OpenAI Agents19d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

pythonrag

by eosphoros-aiDetailsQuick view

LangBot

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDCODING

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书…

$ npx skills add langbot-app/LangBot

16.3K stars73 quality93 trustVerifiedClaude Code + OpenAI Agents21d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

pythonrag

by langbot-appDetailsQuick view

WrenAI

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDDATA

Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data s…

$ npx skills add Canner/WrenAI

15.5K stars73 quality89 trustReviewedClaude Code25d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Database and SQL · I need my agent to inspect database schemas, write SQL, and explain query results.

Claude Code + CLI · 4 targets

pythonrag

by CannerDetailsQuick view

Awesome Llm Apps

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDCODING

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

$ npx skills add Shubhamsaboo/awesome-llm-apps

114.5K stars78 quality93 trustVerifiedClaude Code24d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonrag

by ShubhamsabooDetailsQuick view

Generative AI For Beginners

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

21 Lessons, Get Started Building with Generative AI

$ npx skills add microsoft/generative-ai-for-beginners

112.2K stars78 quality92 trustVerifiedClaude Code + OpenAI Agents16d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

jupyter-notebooksemantic-search

by microsoftDetailsQuick view

Graphify

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, ima…

$ npx skills add safishamsi/graphify

78.8K stars77 quality89 trustReviewed with permission notesClaude Code + OpenAI AgentsPushed todaySafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Permission surface needs review: shell or command execution, filesystem or docu…

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

pythonknowledge-graph

by safishamsiDetailsQuick view

Elasticsearch

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Free and Open Source, Distributed, RESTful Search Engine

$ npx skills add elastic/elasticsearch

77.0K stars77 quality88 trustReviewedClaude Code21d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

javasearch

by elasticDetailsQuick view

Page 1

Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

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Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Ragflow

Anything Llm

Flowise

PageIndex

Sim

RAG Techniques

Eliza

WeKnora

LlamaIndex

DB GPT

LangBot

WrenAI

Awesome Llm Apps

Generative AI For Beginners

Graphify

Elasticsearch