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 "enterprise-search"

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

Meilisearch

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDRESEARCH

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

$ npx skills add meilisearch/meilisearch

58.4K stars77 quality87 trustReviewed with permission notesClaude Code1d since pushNeeds review

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 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

rustsemantic-search

by meilisearchDetailsQuick view

Academic Research Skills

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Academic Research Skills for Claude Code: research → write → review → revise → finalize

$ npx skills add Imbad0202/academic-research-skills

36.6K stars75 quality90 trustReviewedClaude Code1d 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

pythonresearch

by Imbad0202DetailsQuick view

GPT Researcher

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

Run autonomous deep research over web and local sources

$ npx skills add assafelovic/gpt-researcher

28.0K stars75 quality86 trustReviewed with permission notesClaude Code9d since pushNeeds review

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

Scenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + CLI · 4 targets

pythonresearch-agentllm

by assafelovicDetailsQuick view

Typesense

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDRESEARCH

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building de…

$ npx skills add typesense/typesense

26.1K stars74 quality93 trustVerifiedClaude Code18d 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

c++semantic-search

by typesenseDetailsQuick 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

Flexsearch

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Next-generation full-text search library for Browser and Node.js

$ npx skills add nextapps-de/flexsearch

13.7K stars72 quality88 trustReviewedClaude Code + Browser agents1mo 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 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 + Browser agents · 4 targets

javascriptsearch

by nextapps-deDetailsQuick view

OpenSearch

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

🔎 Open source distributed and RESTful search engine.

$ npx skills add opensearch-project/OpenSearch

13.2K stars72 quality92 trustVerifiedClaude 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/…

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

javasearch

by opensearch-projectDetailsQuick view

Manticoresearch

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Easy to use open source fast database for search | Good alternative to Elasticsearch | Drop-in replacement for E in the ELK stack

$ npx skills add manticoresoftware/manticoresearch

11.8K stars72 quality90 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: Permission surface needs review: filesystem or document access, network or brow…

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

c++search

by manticoresoftwareDetailsQuick view

Onyx

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Open Source AI Platform - AI Chat with advanced features that works with every LLM

$ npx skills add onyx-dot-app/onyx

30.3K stars75 quality90 trustReviewedClaude Code + OpenAI Agents24d 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

pythonrag

by onyx-dot-appDetailsQuick view

Google Research

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDRESEARCH

Google Research

$ npx skills add google-research/google-research

38.1K stars75 quality92 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: 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 + CLI · 4 targets

jupyter-notebookmachine-learning

by google-researchDetailsQuick view

DocsGPT

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for…

$ npx skills add arc53/DocsGPT

17.9K 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

pythonsemantic-search

by arc53DetailsQuick view

Last30days Skill

EXCELLENT · 100TRUST · 80SAFE · REVIEWEDRESEARCH

Research recent cross-source changes across Reddit, X, YouTube, Hacker News, and the web.

$ npx skills add mvanhorn/last30days-skill

42.5K stars88 quality80 trustReviewedClaude Code + OpenAI Agents1mo since pushSafe to try55.3K installs

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

Scenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + OpenAI Agents · 4 targets

codexclaude-code

by mvanhornDetailsQuick 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

Qdrant

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

$ npx skills add qdrant/qdrant

32.8K stars75 quality92 trustVerifiedClaude Code6d 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

rustvector-search

by qdrantDetailsQuick view

Searxng

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDRESEARCH

SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.

$ npx skills add searxng/searxng

32.2K stars75 quality93 trustVerifiedClaude 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/…

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

pythonsearch

by searxngDetailsQuick 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 Agents20d 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

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.

Try the agent resolve API

AI Agent Skills Directory

Real skills, grouped by the work your agent needs to finish.

Build the registry by domain, not just by count.

Coding and developer agents

Research and knowledge work

Presentation and deck workflows

Finance and quant workflows

Marketing and growth automation

Design and creative production

Data, BI, and analytics

Legal, policy, and compliance

Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Meilisearch

Academic Research Skills

GPT Researcher

Typesense

Elasticsearch

Flexsearch

OpenSearch

Manticoresearch

Onyx

Google Research

DocsGPT

Last30days Skill

Generative AI For Beginners

Qdrant

Searxng

RAG Techniques