Plugins
7 pluginscurated
Optimize Qdrant Search Quality
Diagnose and improve Qdrant search relevance by isolating embedding, config, or query issues.
3 skills · plugin
@thedotmack
Claude Mem
Memory, search and workflow skills from thedotmack/claude-mem.
19 skills · plugin
curated
AI Search Optimization
Analyze and optimize content for AI Overviews, ChatGPT, and Perplexity using GEO techniques.
9 skills · plugin
curated
Migrate Embedding Model in Qdrant
Migrate embedding model in Qdrant without downtime using alias swap and hybrid search.
3 skills · plugin
@softnanolab
Softnano Plugins
Shared skills for the SoftNano lab — HPC job monitoring, code review, literature search, DOI lookup, and more
13 skills · plugin
@fradser
Code Context
Retrieve code context for any repo, library, or natural-language query via DeepWiki, Context7, Exa, git clone, and web search+fetch
2 skills · plugin
@adobe
Edge Delivery Services Content Ops
Content operations skills for AEM Edge Delivery Services: page auditing, SEO optimization, AI search (GEO), WCAG accessibility, bulk metadata, structured data, sitemap validation, and content diffing
12 skills · plugin
Results for “search”
193 skillsperplexity-search
Perplexity Sonar search and answer generation through AIsa. Use when the task is specifically to call Perplexity Sonar, Sonar Pro, Sonar Reasoning Pro, or Sonar Deep Research for citation-backed web answers, analytical reasoning, or long-form research reports.
1 · bundle
ivx-cf-firecrawl
Firecrawl gives agents and pipelines fast, reliable web context with strong search, scraping, and page-interaction tools. Umbrella skill that routes to firecrawl-search, firecrawl-scrape, and firecrawl-research, and documents install, credentials, and the keyless fallback.
0 · bundle
helium-mcp
Search and analyze news articles with media bias context, get balanced perspectives, access live stock/ETF/crypto data with AI analysis, and find memes by semantic meaning.
42.4k
helium-mcp
Search real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and meme search via the Helium MCP server.
66.9k
seo
Orchestrates a comprehensive SEO audit across technical, on-page, content, schema, sitemaps, AI search readiness, and GEO dimensions, producing a prioritized action plan with a health score.
2 · bundle
doublecheck
Runs a three-layer verification pipeline on AI-generated output: extracts verifiable claims, finds supporting or contradicting sources via web search, and produces a structured verification report with source links for human review.
36.2k · bundle
google-social-media-finder
Searches Google to discover social media profiles associated with a person, brand, or username, returning platform name, profile URL, username, bio snippet, and follower count across multiple platforms.
3.7k · bundle
seo-geo
Optimizes content for AI search engines like Google AI Overviews, ChatGPT, and Perplexity by analyzing citability, structure, brand mentions, and technical accessibility, then generating a GEO analysis report.
39
context-retrieval
Retrieve relevant information from a knowledge base using semantic, keyword, or hybrid search to ground a query. Use when the task starts with a corpus or index that must be searched; use context-ranking when candidate chunks already exist and only need ordering.
159
knowledge-base-builder
Creates structured knowledge bases with FAQ generation, article templates, and search optimization
6 · bundle
bgpt-paper-search
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server, returning 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions.
30.2k
getting-started-with-research-superpowers
Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal
1k
deep-research
Routes a research topic through a structured two-phase workflow: generate an extensible outline, then fan out parallel web-search agents to investigate each item into validated JSON, producing a complete markdown report with table of contents.
42 · bundle
goofish-search-list
Extracts second-hand item search results from Goofish (闲鱼), China's largest second-hand marketplace. Input a keyword and optional sort/filter parameters to receive a list of item cards with ID, title, price, image, location, and want-count.
3.7k · bundle
twitter-autopilot
Searches and reads X (Twitter): profiles, timelines, mentions, followers, tweet search, trends, lists, communities, and Spaces. Publishes posts, likes/unlikes tweets, and follows/unfollows users after the user completes OAuth in the browser. Use when the user asks for Twitter/X research, social listening, posting, or account interactions without sharing account passwords.
1 · bundle
cx-content-consolidation
Use to merge overlapping help articles without breaking search, bookmarks, or AI grounding — choosing a canonical page, setting redirects, and measuring post-merge impact. Trigger for "we have duplicate KB articles", consolidate help centre content, merge knowledge base articles, KB deduplication, article redirects, canonical help article, or overlapping docs confusing customers and search.
1
hxxra
Searches, downloads, analyzes, and saves research papers using arXiv, Google Scholar, and Zotero.
1 · bundle
polymarket
Query Polymarket prediction market data — search markets, get prices, orderbooks, and price history. Read-only via public REST APIs, no API key needed.
3 · bundle
polymarket
Query Polymarket prediction market data — search markets, get prices, orderbooks, and price history. Read-only via public REST APIs, no API key needed.
0 · bundle
gmail
Manage Gmail inbox triage, mailbox search, thread summaries, action extraction, reply drafting, and email forwarding through connected Gmail data. Use when the user wants to inspect a mailbox or thread, search email with Gmail query syntax, summarize messages, extract decisions and follow-ups, prepare replies or forwarded messages, or organize messages with explicit confirmation before send, archive, delete, or label actions.
0 · bundle
gov-court-records
Search US federal court opinions, dockets, and judges via CourtListener through an MCP server.
5
arxiv
Finds academic papers on arXiv, checks citation counts via Semantic Scholar, and generates BibTeX entries.
2 · bundle
search-first
Research existing tools, libraries, and patterns before writing custom code by invoking a researcher agent.
226k
gov-contracts
Search SAM.gov for contract opportunities and registered entities, and query USASpending.gov for federal award data.
5
physicsnemo-discover
Navigate the PhysicsNeMo repository by discovering model families, datapipes, and examples through live file search, without writing training code.
2.2k · bundle
arxiv
Search and retrieve academic papers from arXiv via their REST API, including citation data from Semantic Scholar.
2
arxiv-watcher
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
9 · bundle
arxiv-watcher
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
0 · bundle
notion-research-documentation
Search Notion pages, synthesize findings, and publish structured briefs, summaries, comparisons, or reports with citations and source links.
23.3k · bundle
paper-lookup
Search 10 academic literature APIs for papers, preprints, citations, and open-access full text with reproducible provenance.
30.2k · bundle
researcher
Conducts multi-source web research on any topic, cross-referencing claims and delivering a structured report with sources and recommendations.
0
investor-research
Researches VC funds and partners, providing thesis matching, portfolio analysis, and approach strategy for outreach.
0
notion-research-documentation
Search and fetch Notion pages, synthesize findings, and publish structured briefs, summaries, comparisons, or reports with citations and source links.
66.9k · bundle
research-mode
Enforces anti-hallucination constraints including citation requirements, source grounding, and explicit 'I don't know' responses for research tasks.
148 · bundle
gov-regulatory
Search the Federal Register for rules, proposed rules, notices, and presidential documents, and monitor regulatory activity.
5
deep-research
Conducts multi-source web research using firecrawl and exa MCP tools, synthesizing findings into cited reports with source attribution.
0