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 skillstavily-research
Conduct deep, multi-source web research with citations using the Tavily CLI, producing structured reports for comparisons, market analysis, and literature reviews.
2
weather-forecast
Reports current weather conditions and forecasts for a city using live data from wttr.in or meteorological services, with the source named.
2
reference-lookup
Search your references and context knowledge base for patterns relevant to a current task. Use before implementing anything non-trivial to surface prior art from your analyzed repos.
0
context-extraction
Distill learnings from a completed repo analysis into reusable knowledge base entries in ~/.copilot/context/. Use after finishing a repo-analysis to make the learnings persistent and searchable.
0
protocols-io
Search, browse, and retrieve scientific protocols from protocols.io via REST API, including private protocols with client token authentication.
17 · bundle
deep-research
Conduct multi-source deep research using firecrawl and exa MCPs, synthesize findings, and deliver cited reports with source attribution.
226k
ii-commons
Retrieve deterministic search results, metadata, and full-document Markdown from arXiv, PubMed/PMC, and US policy corpora with daily freshness checks.
42.4k
gov-safety-recalls
Search NHTSA vehicle recalls, FDA food/drug recalls, and CFPB consumer complaints via an MCP server for product safety monitoring.
5
rdkit
Perform cheminformatics tasks including molecular I/O, descriptor calculation, fingerprinting, substructure search, and similarity analysis using the RDKit library.
30.2k · bundle
biopython
Manipulate biological sequences, parse FASTA/GenBank/PDB files, access NCBI databases, run BLAST searches, and perform phylogenetics using the Biopython library.
30.2k · bundle
citation-management
Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries.
30.2k · bundle
hypothesis-generation
Formulate testable hypotheses from observations, design experiments, and generate predictions using a structured scientific method framework.
30.2k · bundle
storm-research
Runs Stanford's STORM pipeline to produce Wikipedia-quality research articles with citations, using Claude models and a search engine API.
0
deep-research-synthesis
Conduct multi-pass web and academic research, cross-check claims, and produce a cited report saved to file and memory.
2
pixel-research
Stays current on UI design patterns, tools, and frameworks by monitoring release notes and running targeted search queries.
0
last30days-zh
聚合最近 30 天的 Reddit、X/Twitter、YouTube、TikTok、Instagram、Hacker News、Polymarket 和 web search 结果. Use when: the user needs recent multi-source research across the last 30 days.
1 · bundle
ai-seo
Optimize content for AI search and LLM citations across AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and similar systems.
42.4k · bundle
gov-business-entity
Searches global company registrations via OpenCorporates and SEC EDGAR, offering tools to find companies, retrieve details, and locate SEC filings.
5
research-ops
Runs evidence-first current-state research, comparing options and enriching people or companies, then reports with explicit evidence boundaries.
0
stripe-directory
Finds businesses, software, and service providers for a given industry or workflow using Stripe Directory, and can purchase MPP-supported services with user approval.
0
literature-review
Conduct systematic literature reviews by searching multiple academic databases, synthesizing findings, and generating professionally formatted documents with verified citations.
30.2k · bundle
gov-competitive-intel
Gather competitive intelligence on companies by searching SEC filings, recent news, federal contracts, and comprehensive profiles through an MCP server.
5
affiliate-check
Queries live affiliate program data from openaffiliate.dev, including program search, commission comparison, cookie days, and top performers, via a persistent local daemon with caching.
17 · bundle
research-lit
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
1k
comm-lit-review-claude-single
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary. Search Zotero, Obsidian, and local paper folders first when available, then search IEEE Xplore, ScienceDirect, ACM Digital Library, and broader web in that order.
1k
deal-sourcing
Discovers VC, accelerator, angel, and CVC investors via web search, evaluates thesis fit across four dimensions, and maps approach pathways for outreach.
0
x-intelligence-automation
Search X/Twitter profiles, tweets, trends, and approved engagement actions through the AIsa relay. Use when the user asks for Twitter/X research, posting, likes, follows, or related workflows without sharing passwords.
1 · bundle
last30days
Research any topic across Reddit, X, and the web from the last 30 days, then synthesize findings into actionable insights and copy-paste-ready prompts.
42.4k · bundle
google-image-api-skill
Extracts structured image metadata from Google Images via the BrowserAct API, including thumbnails, titles, source logos, and click-through URLs.
3.7k · bundle
lex
Grounds legal drafting in verified government references across 29+ US, EU, and Canadian jurisdictions, with CLI tools for searching templates, fetching metadata, and generating contract scaffolds.
5 · bundle
aisa-twitter-post-engage
Search X/Twitter profiles, tweets, trends, and approved engagement actions through the AIsa relay. Use when the user asks for Twitter/X research, posting, likes, follows, or related workflows without sharing passwords.
1 · bundle
grants
NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs a 5-face...
1
github-project-contributor-finder-api-skill
Extract GitHub repository details and contributor contact information using keywords, star counts, and update dates via the BrowserAct API.
3.7k · bundle
gpt-researcher
Conducts autonomous multi-source research using a planner/executor architecture and an MCP server, with tools for deep research, quick search, report writing, and source retrieval.
0
deep-research
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
0
deep-research
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
1