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 713 ranked candidates matching "pgvector"

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

RAG With Amazon Bedrock And Pgvector

PROMISING · 59TRUST · 76SAFE · EXPERIMENTALRESEARCH

Opinionated sample on how to build/deploy a RAG web app on AWS powered by Amazon Bedrock and PGVector (on Amazon RDS)

$ npx skills add aws-samples/rag-with-amazon-bedrock-and-pgvector

102 stars37 quality76 trustExperimentalClaude Code9mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

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

Claude Code + CLI · 4 targets

pythonrag

by aws-samplesDetailsQuick view

Pgvector Pgsql Windows

STRONG · 74TRUST · 78SAFE · REVIEWEDCODING

pgvector - a PostgreSQL extension (native compiled in Microsoft Windows environment)

$ npx skills add andreiramani/pgvector_pgsql_windows

163 stars49 quality78 trustReviewed with permission notesClaude Code24d since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

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 + CLI · 4 targets

rag

by andreiramaniDetailsQuick view

Interview Guide

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · VERIFIEDDATA

基于 Spring Boot 4.0 + Java 21 + Spring AI + PostgreSQL + pgvector + RustFS + Redis，实现简历智能分析、AI模拟面试、知识库RAG检索等核心功能。非常适合作为学习和简历项目，学习门槛低。

$ npx skills add Snailclimb/interview-guide

2.5K stars66 quality91 trustVerifiedClaude Code22d 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

javarag

by SnailclimbDetailsQuick view

FinSight AI

VERIFIEDEXCELLENT · 99TRUST · 89SAFE · VERIFIEDRESEARCH

AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evidence tracing, and RAG evaluation.

$ npx skills add juanjuandog/FinSight-AI

1.2K stars63 quality89 trustVerifiedClaude Code1mo 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

javarag

by juanjuandogDetailsQuick view

RAG API

EXCELLENT · 87TRUST · 79SAFE · REVIEWEDCODING

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

$ npx skills add danny-avila/rag_api

844 stars54 quality79 trustReviewed with permission notesClaude Code + LangChain19d since pushNeeds review

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

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

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

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

Claude Code + LangChain · 4 targets

pythonvector-search

by danny-avilaDetailsQuick view

Basjoo

STRONG · 79TRUST · 82SAFE · REVIEWEDCODING

Open-source AI customer support platform — RAG knowledge base, multi-provider LLM agents, embeddable chat widget. FastAPI + Next.js + pgvector.

$ npx skills add haoyiyin/basjoo

143 stars49 quality82 trustReviewedClaude Code20d since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

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

pythonllm

by haoyiyinDetailsQuick view

Quivr

VERIFIEDEXCELLENT · 95TRUST · 81SAFE · REVIEWEDDATA

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, G…

$ npx skills add QuivrHQ/quivr

39.2K stars64 quality81 trustReviewed with permission notesClaude Code + OpenAI Agents12mo since pushNeeds review

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

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

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

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

pythonrag

by QuivrHQDetailsQuick view

RasaGPT

VERIFIEDEXCELLENT · 87TRUST · 86SAFE · REVIEWEDCODING

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, teleg…

$ npx skills add paulpierre/RasaGPT

2.5K stars54 quality86 trustReviewedClaude Code + OpenAI Agents8mo 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: Quality score needs review

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 + OpenAI Agents · 4 targets

pythonchatbot

by paulpierreDetailsQuick view

InsForge

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDCODING

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-…

$ npx skills add InsForge/InsForge

11.9K stars72 quality92 trustReviewed with permission notesClaude 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/…

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 + CLI · 4 targets

typescriptai-agents

by InsForgeDetailsQuick view

Chatgpt Your Files

STRONG · 73TRUST · 77SAFE · REVIEWEDRESEARCH

Production-ready MVP for securely chatting with your documents using pgvector

$ npx skills add supabase-community/chatgpt-your-files

516 stars50 quality77 trustReviewed with permission notesClaude Code2mo since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

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

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

Claude Code + CLI · 4 targets

typescriptrag

by supabase-communityDetailsQuick view

Zero To AI Fullstack

STRONG · 76TRUST · 80SAFE · REVIEWEDRESEARCH

A Java backend engineer learning AI full-stack in public — Python · FastAPI · RAG · pgvector · Next.js

$ npx skills add yanhua1010/zero-to-ai-fullstack

152 stars49 quality80 trustReviewed with permission notesClaude Code + LangChain1mo since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

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

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

Claude Code + LangChain · 4 targets

pythonrag

by yanhua1010DetailsQuick view

OneRAG

STRONG · 78TRUST · 80SAFE · REVIEWEDRESEARCH

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Cla…

$ npx skills add notadev-iamaura/OneRAG

124 stars48 quality80 trustReviewedClaude Code + OpenAI Agents19d since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

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

pythonrag

by notadev-iamauraDetailsQuick view

Crawl4AI

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · REVIEWEDRESEARCH

Web crawling built for AI

$ npx skills add unclecode/crawl4ai

4 agent calls100% success71.2K stars79 quality93 trustReviewedClaude Code + OpenAI Agents1d since pushSafe to try31.0K installs

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 Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchaincrewaiopenclaw

by unclecodeDetailsQuick view

Firecrawl

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Web data for AI applications

$ npx skills add firecrawl/firecrawl

134.2K stars76 quality88 trustReviewedClaude Code + OpenAI Agents19d since pushSafe to try25.0K installs

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 Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchainopenclaw

by mendableaiDetailsQuick view

Browser Use

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Give your AI agent a web browser

$ npx skills add browser-use/browser-use

100.5K stars76 quality88 trustReviewedClaude Code + OpenAI Agents17d since pushSafe to try28.0K installs

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 Testing and QA · I need my agent to test a web app, reproduce bugs, and verify fixes.

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchainopenclaw

by browser-useDetailsQuick view

OpenClaw Core Skills

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Essential skills for autonomous agents

$ npx skills add anthropics/anthropic-cookbook

45.8K stars73 quality87 trustReviewedClaude Code + LangChain28d since pushSafe to try18.0K installs

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 + LangChain · 4 targets

openclawclaudelangchain

by OpenClawDetailsQuick 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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Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

RAG With Amazon Bedrock And Pgvector

Pgvector Pgsql Windows

Interview Guide

FinSight AI

RAG API

Basjoo

Quivr

RasaGPT

InsForge

Chatgpt Your Files

Zero To AI Fullstack

OneRAG

Crawl4AI

Firecrawl

Browser Use

OpenClaw Core Skills