The library

Everything we index — ranked by what works, never by stars.

untested
Search and transcribe YouTube videos at scalepluginMarketingDataL2
youtube-full · Rapidly ingesting spoken content (podcasts, tutorials, conference talks) with searchable timestamps and channel monitoring at scale.
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Generate animated landing pages with 3D effectspluginMarketingProductL2
landing · Shipping premium visual one-pagers with motion design when positioning is locked and no backend/lead-gen conversion tracking is needed.
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Manage product roadmap and execute agile sprintspluginProductL2
product-skills · Product teams building comprehensive product strategy when 2-3 focused skills are insufficient and a full 13-skill suite is available.
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Run agile sprints with automated story generationpluginProductL2
agile-product-owner · Agile teams that need rapid user story generation (INVEST format) and sprint planning with velocity-aware capacity math.
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Design apps compliant with Apple HIG standardspluginProductEngineeringL2
apple-hig-expert · iOS/macOS teams shipping premium apps when HIG compliance + accessibility + 2026 Liquid Glass aesthetic are critical brand signals.
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Generate PRD from any codebase automaticallypluginProductL2
code-to-prd · Teams needing to document legacy systems or onboard new engineers when existing PRDs are missing or outdated.
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Pressure-test ventures like Marc AndreessenpluginProductL2
andreessen · Founders and operators who want blunt market-first pressure-testing without validation-seeking bias, using Andreessen's proven frameworks.
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Organize brain dumps into actionable prioritiespluginProductivityL2
capture · Users drowning in mixed thoughts who need fast capture to actionable structure without upfront organization overhead.
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Automatically triage and organize incoming emailpluginOpsProductivityL2
email · Email-heavy users who want personalized triage (not generic filters) with automatic KB learning from new patterns.
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Hand off conversations to another agent seamlesslypluginOpsL2
handoff · Passing work to a fresh agent when session time/token limits are hit, without losing critical context or exposing secrets.
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Pause and reassess direction mid-executionpluginProductivityL2
reflect · Breaking out of detail-mode spirals and resetting framing when implementation details are distracting from strategic direction.
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Ensure EU AI Act compliance operationallypluginLegalOpsL2
compliance-team-eu-ai-act · Compliance teams executing Article-level EU AI Act conformity work when risk classification and assessment routing must be locked down.
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Build AI management system per ISO 42001pluginLegalOpsL3
compliance-team-iso42001 · Compliance teams building ISO 42001 AIMS when gap analysis and audit planning must follow the standard's Clause 9.2 rigor.
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Plan clinical trials and research budgetspluginOpsL2
research-ops-skills · Research teams spanning clinical, finance, market, and product domains when comprehensive research-ops infrastructure is needed across domains.
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Research companies and people hypothesis-firstpluginSalesFinanceL2
dossier · Investors and operators who need decision-grade entity research with hypothesis testing and red-flag scoring before meetings or deals.
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Find NIH grants and position research competitivelypluginFinanceOpsL2
grants · Clinical researchers seeking NIH funding when preliminary positioning + institute targeting + submission timeline confidence is required.
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Plan and execute mini literature reviewspluginProductivityL2
litreview · Researchers needing a structured literature orientation (launching pad) when full comprehensive reviews are not required.
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Automate NotebookLM content creationpluginProductMarketingL2
notebooklm · Users who want to programmatically control NotebookLM (read, add sources, generate outputs) without manual browser interaction.
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Search patent landscapes and prior artpluginLegalProductL2
patent · Inventors and counsel assessing novelty or freedom-to-operate before filing when prior-art search signals must be high-confidence.
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Track topic trends across social sourcespluginMarketingDataL2
pulse · Taking rapid pulse on trending topics, sentiment, and community problems across multiple platforms when speed and cross-platform patterns matter.
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Route research questions to specialistspluginL3
research · Research queries that may benefit from specialist skills but need automatic routing to the right tool without requiring user to choose manually.
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Build curated course reading listspluginProductProductivityL2
syllabus · Instructors who need to update syllabi with recent peer-reviewed research while maintaining alignment with course learning objectives.
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Monitor Claude Code spend per projectpluginFinanceEngineeringL3
budgetclaw · Teams running Claude Code agents on metered LLM budgets who need hard spend guardrails with immediate notification of overages.
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Track personal spending and categorize transactionspluginFinanceProductivityL2
cashflow · Personal finance agents that need live transaction data and recurring bill tracking without maintaining proprietary integrations with each bank.
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Verify and audit Claude Code operationspluginEngineeringOpsL3
claude-code-audit-stack · Cloud automation teams that deploy daemons via Claude Code and need adversarial verification that restarts actually succeeded (not just reported success).
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Display Claude Code activity in real-timepluginEngineeringProductivityL2
claude-hud · Claude Code operators who want immediate visual feedback on token consumption and tool execution without context-switching to inspect dialogs.
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Export and sync Claude Code across machinespluginEngineeringOpsL2
claude-snapshot · Teams that onboard developers frequently and want to replicate a standardized Claude Code config across machines without manual setup.
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Monitor OpenAI Codex API costspluginFinanceEngineeringL2
codex-hud · Teams using OpenAI Codex who need quick inline visibility to daily/weekly/monthly costs without switching to OpenAI dashboard.
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Query ENCODE genomics and bioinformaticspluginDataEngineeringL3
encode-toolkit · Genomics researchers who need to search ENCODE experiments, download files reliably, and cross-correlate with disease/population databases in a single workflow.
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Verify MiCA compliance and stablecoin riskpluginLegalFinanceL3
feedoracle-compliance · RegTech compliance teams and tokenized fund administrators who need cryptographically signed, immutable risk assessments for stablecoins under MiCA and similar frameworks.
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Forecast strategic futures with IFTF methodpluginProductOpsL3
foresight-intelligence · Strategic planners and policy analysts who need structured scenario thinking on complex macro questions (AI geopolitics, market dynamics) with both quick Claude answers and rigorous deterministic exploration.
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Analyze video and image with Qwen OmnipluginEngineeringDataL2
give-claude-eyes · Developers who want to add native video/image understanding to Claude Code workflows without calling external vision APIs directly (Qwen abstracts the complexity).
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Structure workflow planning and executionpluginOpsProductivityL2
gsd · Claude Code users who want structured task workflows with explicit planning, execution logging, and evidence-based verification rather than ad-hoc command sequences.
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Prevent accidental destructive operationspluginEngineeringOpsL2
hooks-safety · Teams using Claude Code with destructive git and shell operations where accidental force-push or rm -rf would be catastrophic (startups, financial systems).
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Query KEGG bioinformatics pathwayspluginDataEngineeringL2
kegg-mcp-server · Bioinformatics researchers who need quick access to KEGG's pathway, gene, and disease databases without maintaining local KEGG files or parsing KGML manually.
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Generate visual concepts and creative assetspluginMarketingProductL3
mcp-servers-creative · Creative directors and designers who want to explore multiple visual directions from a single brief with automated prompt engineering and batch parallel generation.
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Convene AI personas to debate questionspluginProductivityProductL2
meeting-bots · Product teams making high-stakes decisions who want to systematically surface disagreements and explore tradeoffs without group-think bias.
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Score and refinance mortgages with AIpluginFinanceProductivityL2
mortgage · Quickly evaluating refinance payoff without manual rate shopping across lenders.
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Run web scraping Actors and extract datasetspluginOpsDataL2
msapps-apify-scraper · Automating large-scale web data extraction through pre-built, maintained Apify Actors.
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Find and enrich prospect leads instantlypluginSalesMarketingL2
msapps-apollo · Building qualified sales pipelines faster than manual LinkedIn/email searching.
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Remember decisions across work sessionspluginProductivityOpsL2
msapps-cowork-mem · Continuing a multi-day task without re-reading long transcripts or losing context on past choices.
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Unblock and recover broken work sessionspluginOpsEngineeringL2
msapps-cowork-session-fixer · Unblocking a Cowork session failure without manual process restart or support ticket.
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Fix Chrome connection issues automaticallypluginOpsEngineeringL2
msapps-fix-chrome-connection · Quickly restoring Chrome MCP connectivity without uninstalling the extension.
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Check Google Cloud health and servicespluginEngineeringOpsL2
msapps-gcloud-health-check · Pre-flight check before deploying to Cloud Run or debugging GCP permission issues.
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Verify GitHub authentication and rate limitspluginEngineeringOpsL2
msapps-github-health-check · Catching authentication or rate-limit issues before running batch GitHub operations.
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Upload files to Google Drive automaticallypluginOpsProductivityL2
msapps-google-drive-upload · Exporting Claude-generated documents to persistent cloud storage in one step.
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Enable Kotlin code intelligence and refactoringpluginEngineeringL2
msapps-kotlin-lsp · Real-time code intelligence for Kotlin/Android development without leaving Claude.
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Extract LinkedIn profiles and company datapluginSalesHRL2
msapps-linkedin-scraper · Bulk gathering founder/team research without manual profile visits.
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Reclaim disk space on macOS automaticallypluginOpsEngineeringL2
msapps-mac-disk-cleaner · Freeing 10-50GB on dev MacBook without manually hunting build artifacts.
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Persist project state and decisions in NotionpluginProductivityOpsL2
msapps-notion-memory · Long-term memory across weeks of sessions in a shared, human-readable knowledge base.
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