Qdrant
qdrant
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/
ResearchSkill source unconfirmed
33.4KGitHub
OPENAGENTSKILL / DIRECTORY
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Results · “embedding-search”
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Candidates in this shortlist, not the full registry. GitHub stars belong to repositories, not individual skills.
Results: 393
Modsearch
liustack
CLI toolkit for AI agents — turns search queries into structured web evidence (JSON). Provider-extensible architecture, designed to be called from Agent Skills (Claude C…
382GitHub
Txtai
neuml
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
ResearchSkill source unconfirmed
12.7KGitHub
multi-source-search
sandbaseai
Portable multi-source research with cross-source validation and an offline evidence ledger. Use for fact-checking, comprehensive research, or any question requiring mult…
107GitHub
3.3KGitHub
Obsidian Smart Connections
brianpetro
Find related notes and excerpts while writing. Your link building copilot displays relevant content in graph + list view. A local embedding model powers semantic search.…
5.2KGitHub
Infinity
infiniflow
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
ResearchSkill source unconfirmed
4.6KGitHub
Orama
oramasearch
🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
10.5KGitHub
1.3KGitHub
Net Deep Research
h4444433333
Deep research skill for AI agents: live web research, source reputation checks, safer URL fetches, and structured evidence feedback.
123GitHub
mem-search
thedotmack
This skill should be used when the user asks to "search memory", "what do you remember about X", "check claude-mem", "mem search", "find past observations", "what did we…
93KGitHub
customer-research
coreyhaines31
When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze t…
46.6KGitHub
bgpt-paper-search
K-Dense-AI
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including metho…
38.5KGitHub
smart-search
jackwener
基于 opencli 命令的智能搜索路由器。当用户想要使用 OpenCLI、CLI 或 API 搜索、查询、查找或研究信息时，尤其是涉及指定网站、社交媒体、技术资料、新闻、购物、旅游、求职、金融或中文内容时，务必使用此 skill
28.8KGitHub
exa-search
wanshuiyin
AI-powered web search via Exa with content extraction. Use when user says "exa search", "web search with content", "find similar pages", or needs broad web results beyon…
15.6KGitHub
autoresearch
AgriciDaniel
Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge. Use when the user wants autonomo…
14.5KGitHub