向量嵌入
向量检索与嵌入工作流
brave-search
EthanAlgoX
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
blucli
EthanAlgoX
BluOS CLI (blu) for discovery, playback, grouping, and volume.
markethub
EthanAlgoX
Use the MarketHub CLI to search, install, update, and publish agent skills from markethub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed markethub CLI.
goplaces
EthanAlgoX
Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.
ace-tool
Dianel555
Semantic codebase search, code indexing, and prompt enhancement via standalone CLI. Use when: (1) Semantic code search with natural language queries, (2) Code indexing for remote codebase retrieval, (3) Prompt enhancement with codebase context, (4) Before grep/find/glob operations for better accuracy, (5) Complex requirements clarification, (6) Large codebase navigation. Triggers: "search context", "enhance prompt", "find code that", "index project", "clarify requirements". IMPORTANT: Always use ace-tool BEFORE grep/find/glob for semantic-level code location.
gifgrep
EthanAlgoX
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.
drug-labels-search
yorkeccak
Search FDA drug labels with natural language queries. Official drug information, indications, and safety data via Valyu.
drugbank-search
yorkeccak
Search DrugBank comprehensive drug database with natural language queries. Drug mechanisms, interactions, and safety data powered by Valyu.
drug-discovery-search
yorkeccak
End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.
literature-search
yorkeccak
Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.
biomedical-search
yorkeccak
Complete biomedical information search combining PubMed, preprints, clinical trials, and FDA drug labels. Powered by Valyu semantic search.
arxiv-search
yorkeccak
Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.
biorxiv-search
yorkeccak
Search bioRxiv biology preprints with natural language queries. Semantic search powered by Valyu.
chembl-search
yorkeccak
Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic search.
clinical-trials-search
yorkeccak
Search ClinicalTrials.gov with natural language queries. Find clinical trials, enrollment, and outcomes using Valyu semantic search.
patents-search
yorkeccak
Search global patents with natural language queries. Prior art, patent landscapes, and innovation tracking via Valyu.
medrxiv-search
yorkeccak
Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.
open-targets-search
yorkeccak
Search Open Targets drug-disease associations with natural language queries. Target validation powered by Valyu semantic search.
embedding-service
Lin-A1
文本向量化（Embedding）基础服务。将自然语言转换为高维稠密向量，为语义搜索、聚类分析、推荐系统等下游任务提供核心数据支持。
nexi-search
lirrensi
Web search CLI that uses LLMs to search, read pages, and synthesize answers with citations. Use when you need current information from the web - news, documentation, recent events, or any topic requiring up-to-date sources. Invoke with nexi --plain "query" for programmatic use.
building-adk-agents
sumik5
Google ADK (Agent Development Kit) for building intelligent AI agents with Python. MUST load when google-adk is detected in requirements or pyproject.toml. Covers Agent taxonomy, Agent types (LlmAgent/Sequential/Parallel/Loop/Base), Tools (FunctionTool/OpenAPI/MCP), Multi-Agent orchestration, A2A Protocol (JSON-RPC/REST), Runner, Session, Artifact, Memory, State lifecycle, Context (Caching/Compaction), RAG (Corpus/Vector Search/Agentic), Grounding, Plugin System, Callbacks/Guardrails (6 types), SSE Streaming, Live API, UI Integration (CopilotKit/Streamlit/Slack), Code Execution, LLM Models (Gemini/LiteLLM/Anthropic), Deployment (Cloud Run/Vertex/GKE), CI/CD, Cost optimization, Security (IAM/Data privacy), Responsible AI. Distinct from developing-python (general) by focusing on ADK patterns.
trademark-search
dylanfeltus
Search the USPTO trademark database to check name availability and get registration details. Use when the user wants to check if a name is trademarked, research trademark availability, or look up registration status. No API key required.
appstore-intel
dylanfeltus
Look up app details, ratings, reviews, and search the iOS App Store, Mac App Store, and Google Play. Use when the user asks about app ratings, wants to compare apps, or research a competitor's app store presence. No API key required.
hn-search
dylanfeltus
Search and monitor Hacker News stories, comments, and users via the free Algolia API. Use when the user asks about HN discussions, wants to find posts about a topic, or monitor HN for mentions. No API key required.