The library

dossier · Investors and operators who need decision-grade entity research with hypothesis testing and red-flag scoring before meetings or deals.

grants · Clinical researchers seeking NIH funding when preliminary positioning + institute targeting + submission timeline confidence is required.

litreview · Researchers needing a structured literature orientation (launching pad) when full comprehensive reviews are not required.

notebooklm · Users who want to programmatically control NotebookLM (read, add sources, generate outputs) without manual browser interaction.

patent · Inventors and counsel assessing novelty or freedom-to-operate before filing when prior-art search signals must be high-confidence.

pulse · Taking rapid pulse on trending topics, sentiment, and community problems across multiple platforms when speed and cross-platform patterns matter.

research · Research queries that may benefit from specialist skills but need automatic routing to the right tool without requiring user to choose manually.

syllabus · Instructors who need to update syllabi with recent peer-reviewed research while maintaining alignment with course learning objectives.

budgetclaw · Teams running Claude Code agents on metered LLM budgets who need hard spend guardrails with immediate notification of overages.

cashflow · Personal finance agents that need live transaction data and recurring bill tracking without maintaining proprietary integrations with each bank.

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).

claude-hud · Claude Code operators who want immediate visual feedback on token consumption and tool execution without context-switching to inspect dialogs.

claude-snapshot · Teams that onboard developers frequently and want to replicate a standardized Claude Code config across machines without manual setup.

codex-hud · Teams using OpenAI Codex who need quick inline visibility to daily/weekly/monthly costs without switching to OpenAI dashboard.

encode-toolkit · Genomics researchers who need to search ENCODE experiments, download files reliably, and cross-correlate with disease/population databases in a single workflow.

erne-universal · React Native teams that want 8 parallel specialized agents handling architecture decisions, code generation, testing, and deployment without manual orchestration.

feedoracle-compliance · RegTech compliance teams and tokenized fund administrators who need cryptographically signed, immutable risk assessments for stablecoins under MiCA and similar frameworks.

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.

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).

gsd · Claude Code users who want structured task workflows with explicit planning, execution logging, and evidence-based verification rather than ad-hoc command sequences.

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).

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.

magic-codex · Large codebases where parallel agent work (e.g., feature team A + feature team B + reviewer) needs isolated environments and safe resumption after interruption.

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.

meeting-bots · Product teams making high-stakes decisions who want to systematically surface disagreements and explore tradeoffs without group-think bias.

memstack · Claude Code power users who want a unified skill ecosystem with instant visibility to library, usage, costs, and session history without manual orchestration.

mortgage · Quickly evaluating refinance payoff without manual rate shopping across lenders.

msapps-apify-scraper · Automating large-scale web data extraction through pre-built, maintained Apify Actors.

msapps-apollo · Building qualified sales pipelines faster than manual LinkedIn/email searching.

msapps-cowork-mem · Continuing a multi-day task without re-reading long transcripts or losing context on past choices.

msapps-cowork-session-fixer · Unblocking a Cowork session failure without manual process restart or support ticket.

msapps-fix-chrome-connection · Quickly restoring Chrome MCP connectivity without uninstalling the extension.

msapps-gcloud-health-check · Pre-flight check before deploying to Cloud Run or debugging GCP permission issues.

msapps-github-health-check · Catching authentication or rate-limit issues before running batch GitHub operations.

msapps-google-drive-upload · Exporting Claude-generated documents to persistent cloud storage in one step.

msapps-kotlin-lsp · Real-time code intelligence for Kotlin/Android development without leaving Claude.

msapps-linkedin-scraper · Bulk gathering founder/team research without manual profile visits.

msapps-mac-disk-cleaner · Freeing 10-50GB on dev MacBook without manually hunting build artifacts.

msapps-notion-memory · Long-term memory across weeks of sessions in a shared, human-readable knowledge base.

msapps-rtl-chat-fixer · Making Claude's Hebrew/Arabic responses readable without user manual copy-paste fixes.

msapps-session-backup · Protecting against accidental session deletion or Claude Code crashes.

msapps-swift-lsp · Real-time Swift/iOS editing intelligence in Claude for Xcode projects.

msapps-toggl-time-tracker · Capturing billable hours for freelance/contract work without context-switching to Toggl UI.

msapps-token-efficiency-audit · Trimming operational cost of large plugin suites without losing functionality.

msapps-vm-disk-cleanup · Resolving 'disk full' errors during long sandbox sessions without restarting the VM.

msapps-whatsapp · Automating WhatsApp customer service or outreach without manual app interaction.

msapps-wordpress · Bulk content ops or ecommerce product sync where native WordPress CLI is unavailable

msapps-x-content-intelligence · Teams building consistent social content strategies where historical engagement patterns guide calendar timing

msapps-youtube-transcriber · Extracting text from video content without requiring YouTube Data API key or manual timestamping

msapps-zoho-mail-health · Diagnosing mail delivery issues before escalating to Zoho support