local-rag-searchEfficiently perform web searches using the mcp-local-rag server with semantic similarity ranking. Use this skill when you need to search the web for current information, research topics across multiple sources, or gather context from the internet without using external APIs. This skill teaches effective use of RAG-based web search with DuckDuckGo, Google, and multi-engine deep research capabilities.
Install via ClawdBot CLI:
clawdbot install nkapila6/local-rag-searchGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/nkapila6/mcp-local-ragAudited Apr 17, 2026 · audit v1.0
Generated Mar 1, 2026
Startups can use the skill to gather comprehensive market intelligence, competitor analysis, and industry trends without relying on external APIs. By employing deep_research with multiple search terms and backends like Google and DuckDuckGo, they can efficiently compile data on customer needs, regulatory changes, and technological advancements to inform business strategies.
Researchers and students can leverage the skill to perform in-depth literature searches across scientific databases and general web sources. Using rag_search_google for technical queries and deep_research with backends like Wikipedia and Google, they can quickly gather and semantically rank relevant papers, studies, and factual content for thesis work or publications.
Content creators and journalists can utilize the skill to research current events, verify facts, and gather diverse perspectives on topics. By applying rag_search_ddgs for privacy-focused news and deep_research with multiple search terms, they can efficiently source up-to-date information, cite URLs, and produce well-rounded articles or reports.
IT professionals and developers can use the skill to search for solutions to technical issues, such as code errors or system configurations. Employing rag_search_google for detailed documentation and deep_research with specific search terms, they can quickly find and rank relevant forum posts, tutorials, and official guides to resolve problems efficiently.
Offer a premium service where businesses pay a monthly fee for access to advanced web search capabilities, including deep_research with multiple engines and custom parameter tuning. Revenue is generated through tiered subscriptions based on usage limits, priority support, and integration with internal tools for automated reporting.
Provide a free version with basic search tools like rag_search_ddgs and limited deep_research queries, while charging for advanced features such as increased result limits, additional backends, and API access. Revenue comes from paid upgrades, enterprise licenses, and partnerships with development platforms for seamless integration.
Deliver tailored consulting services to help organizations integrate the skill into their workflows, optimize search strategies, and train teams on best practices. Revenue is generated through project-based fees, ongoing support contracts, and custom development for specific industry needs like legal research or healthcare information gathering.
💬 Integration Tip
Integrate the skill by starting with rag_search_ddgs for general queries and gradually incorporating deep_research for complex topics, ensuring to cite sources and tune parameters based on response quality.
Scored Apr 19, 2026
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
When user asks to summarize text, articles, documents, meetings, emails, YouTube transcripts, books, PDFs, reports, conversations, or any long content. Also...
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
Automatically fetch YouTube video transcripts, generate structured summaries, and send full transcripts to messaging platforms. Detects YouTube URLs and provides metadata, key insights, and downloadable transcripts.
Search the web with AI-powered answers via Perplexity API. Returns grounded responses with citations. Supports batch queries.