The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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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.
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).
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.
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).
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.
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.
Score and refinance mortgages with AIpluginFinanceProductivityL2
mortgage · Quickly evaluating refinance payoff without manual rate shopping across lenders.
Run web scraping Actors and extract datasetspluginOpsDataL2
msapps-apify-scraper · Automating large-scale web data extraction through pre-built, maintained Apify Actors.
Find and enrich prospect leads instantlypluginSalesMarketingL2
msapps-apollo · Building qualified sales pipelines faster than manual LinkedIn/email searching.
Remember decisions across work sessionspluginProductivityOpsL2
msapps-cowork-mem · Continuing a multi-day task without re-reading long transcripts or losing context on past choices.
Unblock and recover broken work sessionspluginOpsEngineeringL2
msapps-cowork-session-fixer · Unblocking a Cowork session failure without manual process restart or support ticket.
Fix Chrome connection issues automaticallypluginOpsEngineeringL2
msapps-fix-chrome-connection · Quickly restoring Chrome MCP connectivity without uninstalling the extension.
Check Google Cloud health and servicespluginEngineeringOpsL2
msapps-gcloud-health-check · Pre-flight check before deploying to Cloud Run or debugging GCP permission issues.
Verify GitHub authentication and rate limitspluginEngineeringOpsL2
msapps-github-health-check · Catching authentication or rate-limit issues before running batch GitHub operations.
Upload files to Google Drive automaticallypluginOpsProductivityL2
msapps-google-drive-upload · Exporting Claude-generated documents to persistent cloud storage in one step.
Enable Kotlin code intelligence and refactoringpluginEngineeringL2
msapps-kotlin-lsp · Real-time code intelligence for Kotlin/Android development without leaving Claude.
Extract LinkedIn profiles and company datapluginSalesHRL2
msapps-linkedin-scraper · Bulk gathering founder/team research without manual profile visits.
Reclaim disk space on macOS automaticallypluginOpsEngineeringL2
msapps-mac-disk-cleaner · Freeing 10-50GB on dev MacBook without manually hunting build artifacts.
Persist project state and decisions in NotionpluginProductivityOpsL2
msapps-notion-memory · Long-term memory across weeks of sessions in a shared, human-readable knowledge base.
Fix bidirectional text formatting automaticallypluginOpsProductivityL2
msapps-rtl-chat-fixer · Making Claude's Hebrew/Arabic responses readable without user manual copy-paste fixes.
Backup sessions and configs daily to DrivepluginOpsL2
msapps-session-backup · Protecting against accidental session deletion or Claude Code crashes.
Enable Swift code intelligence and refactoringpluginEngineeringL2
msapps-swift-lsp · Real-time Swift/iOS editing intelligence in Claude for Xcode projects.
Track time and log hours to Toggl projectspluginProductivityOpsL2
msapps-toggl-time-tracker · Capturing billable hours for freelance/contract work without context-switching to Toggl UI.
Audit and reduce Claude plugin token wastepluginEngineeringOpsL2
msapps-token-efficiency-audit · Trimming operational cost of large plugin suites without losing functionality.
Fix disk-full errors in VM sandboxespluginOpsEngineeringL2
msapps-vm-disk-cleanup · Resolving 'disk full' errors during long sandbox sessions without restarting the VM.
Send and read WhatsApp messages from ClaudepluginSalesSupportL2
msapps-whatsapp · Automating WhatsApp customer service or outreach without manual app interaction.
Manage WordPress posts and WooCommerce productspluginMarketingOpsL2
msapps-wordpress · Bulk content ops or ecommerce product sync where native WordPress CLI is unavailable
Analyze X trends and plan content strategypluginMarketingL2
msapps-x-content-intelligence · Teams building consistent social content strategies where historical engagement patterns guide calendar timing
Transcribe YouTube videos without API keyspluginMarketingOpsL2
msapps-youtube-transcriber · Extracting text from video content without requiring YouTube Data API key or manual timestamping
Monitor Zoho Mail health and deliverabilitypluginOpsSupportL2
msapps-zoho-mail-health · Diagnosing mail delivery issues before escalating to Zoho support
Block destructive commands outside projectspluginEngineeringOpsL2
project-boundary · Protecting system files when an LLM agent has shell access
Multi-tier code review automationpluginEngineeringL2
ralph-review-trio · Comprehensive solo code reviews where progressive model escalation catches breadth then depth
Generate AI images video music audiopluginMarketingProductL2
runapi-mcp · Single unified interface for multi-provider generative content when provider-switching overhead matters
Catch and fix AI-generated code defectspluginEngineeringL2
slopmop · CI gates preventing AI-generated code quality regressions before merge
Approve or block AI coding decisionspluginEngineeringL2
thumbgate · Learning guardrails from real agent failures in production with NIST/SOC2 audit trail
Research companies and enrich leadspluginSalesMarketingL2
vibe-prospecting · Personalized outreach campaigns where live B2B data and tech-stack intel reduce cold-call blindness
Scan fix and score security vulnerabilitiespluginEngineeringL2
vulnetix · Translating vulnerability intelligence into prioritized remediation where CVSS/EPSS guides triage
Optimize site performance and accessibilitypluginEngineeringProductL2
web-quality-skills · Complex interactive artifacts requiring state management or multi-page routing beyond static HTML
Build complex interactive web componentspluginEngineeringL2
artifacts-builder · Continuous quality gates where Lighthouse + WCAG + SEO audits run pre-deploy to prevent regression
Streamline bug fixing and testingpluginEngineeringL2
bug-fix · Automating the entire bug-to-merge workflow when formalized issue tracking and branch discipline matter more than speed.
Auto-generate customer-friendly release notespluginEngineeringProductL2
changelog-generator · Translating technical git logs into polished release notes when manual changelog writing is too slow or inconsistent.
Create conventional git commitspluginEngineeringL2
commit · Standardizing commit messages across team when manual formatting is error-prone or slow.
Connect and automate 500+ business appspluginOpsL2
connect-apps · Integrating multi-app orchestration into Claude Code when unified auth + action catalog saves integration time.
Automate pull request creation workflowpluginEngineeringL2
create-pr · Automating PR workflow end-to-end when code style consistency + branch hygiene are mandatory before review.
Analyze and accelerate coding skillspluginProductivityL2
developer-growth-analysis · Personalized developer coaching when automated pattern detection from lived coding behavior beats static curricula.
Finalize completed taskcommandOpsL1
go · Tu viens de terminer une tâche (feature, bug, maintenance). `/go` est l'étape
Review evidence for claimscommandLegalL2
er · Review evidence artifacts for a claim using the evidence-reviewer agent (repo-local standards)
Deploy current projectcommandEngineeringL2
d · Deploy the current project. Keep output concise — confirm actions briefly, skip verbose logs unless asked.
Show quick status overviewcommandOpsL1
s · Quick status overview. Keep output compact — one line per item, no tables wider than 50 columns.
Start fancai development sessioncommandEngineeringL1
go · Start development session for fancai