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 851 ranked candidates matching "search"

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

Deep Research

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of th…

$ npx skills add dzhng/deep-research

19.1K stars70 quality92 trustVerifiedClaude Code + OpenAI Agents3mo 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

typescriptresearch-agent

by dzhngDetailsQuick view

Local Deep Research

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private docum…

$ npx skills add LearningCircuit/local-deep-research

8.5K stars69 quality92 trustVerifiedClaude Code23d 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

pythonresearch

by LearningCircuitDetailsQuick 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

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

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

Whoogle Search

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDRESEARCH

A self-hosted, ad-free, privacy-respecting metasearch engine

$ npx skills add benbusby/whoogle-search

11.6K stars72 quality89 trustVerifiedClaude Code2mo 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 benbusbyDetailsQuick view

RediSearch

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.

$ npx skills add RediSearch/RediSearch

6.2K stars68 quality87 trustReviewedClaude 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/…Review: License is unclear

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

cvector-search

by RediSearchDetailsQuick view

Sentrysearch

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDRESEARCH

Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.

$ npx skills add ssrajadh/sentrysearch

4.3K stars67 quality89 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

pythonsemantic-search

by ssrajadhDetailsQuick view

USearch

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

$ npx skills add unum-cloud/USearch

4.2K stars67 quality88 trustReviewedClaude 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 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++semantic-search

by unum-cloudDetailsQuick view

Fsearch

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDRESEARCH

A fast file search utility for Unix-like systems based on GTK3

$ npx skills add cboxdoerfer/fsearch

4.2K stars67 quality89 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

csearch

by cboxdoerferDetailsQuick view

Tntsearch

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · VERIFIEDRESEARCH

A fully featured full text search engine written in PHP

$ npx skills add teamtnt/tntsearch

3.2K stars63 quality86 trustVerifiedClaude Code3mo 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

phpsearch

by teamtntDetailsQuick view

Rats Search

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · VERIFIEDRESEARCH

rats-search: BitTorrent P2P multi-platform search engine for Desktop and Web servers with integrated torrent client

$ npx skills add librats/rats-search

1.9K stars65 quality88 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

c++search

by libratsDetailsQuick view

MarginaliaSearch

VERIFIEDEXCELLENT · 99TRUST · 87SAFE · REVIEWEDRESEARCH

Internet search engine for text-oriented websites. Indexing the small, old and weird web.

$ npx skills add MarginaliaSearch/MarginaliaSearch

1.8K stars65 quality87 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 MarginaliaSearchDetailsQuick view

Awesome Search

VERIFIEDEXCELLENT · 98TRUST · 84SAFE · REVIEWEDRESEARCH

Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness

$ npx skills add frutik/awesome-search

1.5K stars64 quality84 trustReviewed with permission notesClaude Code1d since pushSafe to try

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 + CLI · 4 targets

shellsemantic-search

by frutikDetailsQuick 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.

Deep Research

Local Deep Research

Elasticsearch

Meilisearch

Flexsearch

OpenSearch

Manticoresearch

Whoogle Search

RediSearch

Sentrysearch

USearch

Fsearch

Tntsearch

Rats Search

MarginaliaSearch

Awesome Search