Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Manage Jira issues via Atlassian MCP — search, create, update, transition status, and handle sprint tasks. Auto-detects workspace configuration. Use when user says "create a Jira ticket", "update my sprint", "check Jira status", "transition this issue", "search Jira", or "move ticket to done". Do NOT use for Confluence pages (use confluence-assistant).
This skill should be used when the user asks to "research", "fact-check", "check the history", "is this accurate", "research notes", "sources", "historical accuracy", "technical accuracy", "how would this really work", "verify a detail", "interview an expert", "plan a site visit", "expert review", or needs to investigate and record the real-world facts a story relies on and the chapters that use them.
First-run setup — checks which tools are connected, shows what's connected and what each one unlocks, learns how you write from your sent email, and renders a starter dashboard right away with no upfront interview. When tools are missing, it walks through connecting the CRM, then email, then calendar, showing something useful after each. Use on first open, or when the user says “set me up”, “get started”, “what's connected”, “learn my voice”, “match my writing style”, or “onboard me”.
Read, search, draft, send and manage Outlook / Microsoft 365 email AND calendar events via Microsoft Graph. Use when the user mentions Outlook (mail or calendar), Microsoft 365 inbox, sending mail, replying / forwarding, today's agenda, scheduling a meeting, finding free time, or modifying / cancelling an event.
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".
AI Xiaohongshu feed — automatically scans AI-related Xiaohongshu posts daily, ranks the hottest content by engagement (likes/shares/comments), and intelligently clusters it into polished HTML daily reports. Supports cover images, data metrics, and daily subscriptions. Use for AI Xiaohongshu daily reports, Xiaohongshu AI trends, AI Xiaohongshu content, Xiaohongshu feeds, or xhs ai feed.
Search and download books from Z-Library and Anna's Archive. Use when user wants to find, search, download, or look up books, papers, or ebooks. Trigger phrases include "find book", "search book", "download book", "找书", "下载书籍", "搜书", "book search", "zlibrary", "anna's archive".
AI-powered deep research using Parallel AI APIs for chat, research reports, entity discovery, and data enrichment. Use this skill when doing web research, competitive analysis, market research, generating research reports, finding companies matching criteria, or enriching existing data. Triggers on research requests, competitive intelligence, finding companies, or data enrichment tasks.
Review corporate governance practices and board composition from SEC filings using Octagon MCP. Use when researching board structure, director qualifications, committee composition, governance policies, shareholder rights, and related party transactions from proxy statements.
Web scraping, search, crawling, and browser automation via the Firecrawl CLI. Use this skill whenever the user wants to search the web, find articles, research a topic, look something up online, scrape a webpage, grab content from a URL, extract data from a website, crawl documentation, download a site, or interact with pages that need clicks or logins. Also use when they say “fetch this page”, “pull the content from”, “get the page at https://”, or reference scraping external websites. This provides real-time web search with full page content extraction and cloud browser automation—capabilities beyond what Claude can do natively with built-in tools. Do NOT trigger for local file operations, git commands, deployments, or code editing tasks.
Log a call, meeting, or email exchange to the CRM after the fact as a completed activity on the right account, opportunity, and contact - drafted from your description or a transcript, shown with its sources and saved when you ask. Use when the user says "log this call", "log my meeting with [account]", "log that I emailed [contact]", "track this conversation in the CRM", or "what activities are logged on [account]".
Transcribe speech to text using OpenRouter's speech-to-text API. Use when the user asks to transcribe audio, convert speech to text, extract a transcript from a recording or meeting, caption a video's audio, or mentions STT, speech-to-text, ASR, or transcription.
Find a time, draft the invite, and book the meeting on Google Calendar or Outlook — then log it to the CRM as an event on the right account and opportunity. Use when the user says "schedule a follow-up with [contact]", "book the demo with [account]", "find time with [name] next week", "send my Calendly link", or "get the QBR on the calendar".
Use when interpreting biological research findings, evaluating life science evidence, analyzing molecular or cellular mechanisms, comparing competing biological hypotheses, designing or critiquing experiments in biology, genetics, genomics, cell biology, immunology, neuroscience, ecology, or any life science domain. Triggers on questions about gene function, pathways, phenotypes, GWAS hits, single-cell data, animal models, clinical translation, evolutionary arguments, or any biology/life science reasoning task.
Use when the user asks to shop on Amazon, compare Amazon products, research purchase options, or build a product shortlist. Verifies product-page ASIN/title/price/rating/review data and ranks options by user criteria, favoring review count when ratings are close
Meeting transcript search from Fireflies.ai and Google Drive. Use this skill when searching for meeting transcripts, finding past client calls, retrieving conversation history, or exporting meeting notes. Triggers on transcript search, meeting history, call recordings, or Fireflies queries
Create, validate, and edit local .xmind mind map files via the xmind CLI. Use for local structured knowledge maps, planning maps, and visual polish of existing .xmind files. This stage is local-file only with no cloud collaboration flow and no AI-generated-image workflow. Image attachments may use local user files or web-searched files downloaded to disk.
Real-time web search and page reading using Aliyun IQS APIs. Use this skill FIRST when the user needs current information, news, facts verification, URL content extraction, or any web-based research. This skill provides structured search results with source links, markdown-formatted content extraction, and supports various search engines including real-time news search and deep research modes.
Break out of a locked problem frame by picking one disciplined move—reframe, provocation (Po), random stimulus, SCAMPER, inversion, structured analogy, constraint play, or family traversal—and committing to it before evaluating. Use when stuck, when options feel narrow or obvious, when iterations produce variations of the same idea, or when the user says "widen this", "break out of", "think differently", "I'm stuck", "feels too obvious", "stress-test the framing", "what am I missing", or holds two related examples and asks what lies between or beyond them. Complements challenging (which evaluates) and convening-experts (which synthesizes viewpoints); this skill generates distance, not judgment.
This skill analyzes meeting transcripts to extract decisions, action items, opinions, questions, and terminology using Cerebras AI (llama-3.3-70b). Use this skill when the user asks to analyze a transcript, extract action items from meetings, find decisions in conversations, build glossaries from discussions, or summarize key points from recorded meetings.
Use when evaluating biology grant ideas in the Chinese funding context (NSFC, MOST, etc.) — diagnosing project legitimacy, mechanism-centered scientific questions, reviewer-aware logic, innovation discipline, feasibility, and scope control across funding levels (youth, general, key).
Create branching, draggable HTML mind maps and concept maps for capturing brainstorms, mapping knowledge structures, exploring debugging hypotheses, or organizing nested ideas. Always include a Submit button (calls `submitToClaude`) to send the captured structure back to the agent for next steps. Use whenever the user wants to capture, organize, or explore branching ideas, hypotheses, knowledge structures, or any tree- or graph-shaped thinking—especially when they say “brainstorm”, “map out”, “explore”, or “what if”.
Read Product Hunt from your terminal — works token-free for the daily skim, unlocks a launch-day cockpit and a marketer research desk in one onboarding step. Trigger phrases: `what launched on product hunt today`, `find ai launches on product hunt this week`, `how is my product hunt launch tracking`, `compare these product hunt launches`, `summarize the comments on this product hunt post`, `what does a good product hunt launch look like at hour 6`, `use producthunt`, `run producthunt`.
An AI mind map generation tool developed by ProcessOn, focused on turning natural language, Markdown, long text, documents, webpages, and text in images into clear, hierarchical, editable professional mind maps with one click. Whether summarizing articles, organizing materials, breaking down documents, consolidating knowledge points, mapping learning paths, or creating reading notes, reviewing academic literature, extracting meeting minutes, summarizing work reports, generating proposal outlines, breaking down project tasks, brainstorming, or exploring ideas, this skill quickly creates professional mind maps to help users turn scattered content into clear, structured knowledge. It supports seven professional layouts: mind maps, logic diagrams, org charts, fishbone diagrams, timelines, tree diagrams, and table diagrams, and is deeply integrated with the ProcessOn online collaboration platform. Generated mind maps can be edited online, collaboratively modified, and reused efficiently, for workplace tasks, study and review, research reading, knowledge management, and proposal planning. Note: This skill is mainly for generating mind maps and knowledge-structure diagrams, not flowcharts, swimlane diagrams, sequence diagrams, system architecture diagrams, ER diagrams, Mermaid diagrams, or other process or technical diagrams.
Leader's prep on a single rep before a 1:1 - their pipeline, recent activity, what they've been working on per chat and calendar, and where they might need help. Use when the user asks "prep for my 1:1 with [rep]" (a rep you manage), "how is [rep] doing", or "what's [rep] working on".
Academic paper search and metrics analysis. Searches arXiv, PubMed, Web of Science, Springer Nature, Scopus, Semantic Scholar, and OpenAlex simultaneously with journal impact factor data. Triggers on requests to search for papers or find literature.
Audit and fix citation formatting across brain pages. Ensures every fact has an inline [Source: ...] citation matching the standard format. Extended in v0.25.1: scans for broken tweet/post references that lack actual URLs and resolves them via the host's X / Twitter API integration.
Triage the LinkedIn inbox - sort connection requests and DMs into leads, recruiters, peers and spam, and draft the replies worth sending. Use when the user says "my inbox is a mess", "triage my DMs", "should I reply to this", pastes a batch of LinkedIn messages, or is drowning in connection requests.
Expert product management guidance for day-to-day PM work. Use when creating roadmaps, prioritizing features, managing stakeholders, planning sprints, grooming backlogs, scoping features, planning releases, defining OKRs, managing technical debt, or coordinating go-to-market. Covers RICE, ICE, and MoSCoW frameworks, cross-functional collaboration, and product metrics.
Expert-level research methodology, academic writing, statistical analysis, and scientific investigation. Use when the user mentions methodology, statistics, academic writing, or experimental design, or when the task involves Research Design, Statistical Analysis, or Data Analysis.
Analyze 8-K filings to extract material events and corporate changes using Octagon MCP. Use when tracking real-time corporate disclosures, M&A announcements, leadership changes, earnings releases, and other material events requiring immediate investor attention.
Opt-in ambient signal capture. After explicit enablement, applies on substantive inbound messages to detect original thinking and entity mentions. Use an authorized sub-agent where supported; otherwise detect inline. Aim to never block the main response
Extract YouTube video transcripts with metadata and save as Markdown to Obsidian vault. Use this skill when the user requests downloading YouTube transcripts, converting YouTube videos to text, or extracting video subtitles. Does not download video/audio files, only metadata and subtitles
Use whenever the user mentions Zenodo, depositing or publishing research artifacts (datasets, software, papers, posters) to Zenodo, minting a DOI for a dataset/code release, uploading files to a Zenodo record, creating a new version of a Zenodo deposit, or searching Zenodo records. Covers the full Zenodo REST API workflow — create deposition, upload files via the bucket API, set metadata, publish, version, and search — for both production (zenodo.org) and sandbox (sandbox.zenodo.org).
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.