The library

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

untested
Access AI ecosystem and regulatory datapluginDataL2
tensorfeed · Auditing code for authorization, RLS, and authentication vulnerabilities before launch.
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Compare pricing across developer toolspluginFinanceL2
agentdeals · Handling specialized tasks that generic agents cannot perform.
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Persist context across sessionspluginEngineeringL3
claude-mem · Handling specialized tasks that generic agents cannot perform.
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Hire and pay specialized AI agentspluginOpsL3
swarmwage · Handling specialized tasks that generic agents cannot perform.
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Generate images and videos with AIpluginMarketingL2
fal-ai · Handling specialized tasks that generic agents cannot perform.
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Run genomics pipelines and experimentspluginDataL3
encode-toolkit · Flagging specific coding-standard violations with inline docs links at scale.
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Automate Firefox testing and scrapingpluginEngineeringL2
firefox-devtools · Handling specialized tasks that generic agents cannot perform.
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Debug iOS Safari with WebKit InspectorpluginEngineeringL2
iwdp-mcp · Handling specialized tasks that generic agents cannot perform.
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Browse pages at 97% fewer tokenspluginEngineeringL2
pagemap · Browsing high-token pages (PDFs, documentation, dense paywalls) where 97% compression outweighs loss of formatting.
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Persist planning and progress across AI editorspluginOpsProductivityL2
planning-with-files · Multi-session planning where Markdown context outlives any single LLM conversation, across teams using different coding IDEs.
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Build and deploy full-stack apps to Tencent CloudBasepluginEngineeringL3
cloudbase-ai-toolkit · Tencent-native development where CloudBase platform provides cost-effective Alibaba-competitive serverless infrastructure for China-market apps.
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Deploy React/Vite web apps on Tencent CloudBasepluginEngineeringL2
cloudbase-sites · Two-stage save→deploy workflow for iterative React/Vite front-end development on CloudBase, inspired by Codex Sites pattern.
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Access Tencent CloudBase models, auth, and backend servicespluginEngineeringL2
cloudbase · Tencent stack full-stack apps needing unified auth, NoSQL+SQL, blob storage, serverless, and WeChat Mini Program integration.
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Delegate work to Codex, Gemini, and OpenCode agentspluginOpsL2
owlex · Multi-agent workflows requiring load-balancing or task-specific agents (Codex for code, Gemini for breadth, OpenCode for spec-driven generation).
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Match tasks to cognitive operations from 679-item librarypluginL2
ejentum · Complex reasoning, code generation, or deception-resistant verification where 679 pre-verified cognitive topologies beat ad-hoc reasoning.
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Run plan-execute-validate loops with parallel work and memorypluginOpsEngineeringL2
forge · Multi-file refactors, full-stack features, or spec-driven work where parallel validation and retry beat sequential manual oversight.
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Execute terminal commands and manage files across formatspluginEngineeringOpsL2
desktop-commander · Local-only automation across text, code, PDFs, spreadsheets where client-side execution avoids cloud egress and latency.
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Run interactive shell, SSH, and serial sessions for agentspluginEngineeringOpsL3
pty-mcp · Long-lived interactive debugging, DevOps orchestration, or system administration where persistent PTY state beats stateless shell commands.
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Give agents real email addresses for multi-agent coordinationpluginOpsL3
agenticmail · Multi-agent workflows coordinating via email threads (human-readable audit trail) instead of internal queues or cloud APIs.
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Access 5 business growth skills with sales and revenue focuspluginSalesOpsL2
business-growth-skills · Startup GTM (customer success manager hiring, sales engineering processes, RevOps setup, contract/proposal templates) via 5 pre-trained skills.
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Map processes, manage vendors, plan capacity, lead changepluginOpsL2
business-operations-skills · BizOps teams needing BPMN→bottleneck→fix workflows, vendor risk management, call-center capacity math, and process documentation with embedded validation.
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Access 33 C-level advisory skills and virtual board agentspluginOpsL2
c-level-skills · Founder, CEO, or board seeking 33-skill C-suite advisory (CEO, CTO, COO, CPO, CMO, CFO, CRO, CISO, CHRO, counsel, data, AI, customer officers, VPE) with forcing-question discipline.
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Run 13 C-suite agents for executive decision-makingpluginOpsL2
c-level-agents · Executive team or board needing multi-role deliberation (CEO, CFO, CRO, CMO, CPO, COO, CHRO, CISO, Counsel, CDO, CAO, CCO, VPE) before major decisions.
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Calculate AI build-vs-buy and assess regulatory riskpluginProductFinanceL2
chief-ai-officer-advisor · CAO or VP Product deciding between API models (Claude, Gemini), fine-tuning, or self-hosted infrastructure when capital and regulatory trade-offs matter.
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Analyze retention, design segments, size CSM hiringpluginOpsSupportL2
chief-customer-officer-advisor · Chief Customer Officer or VP Customer Success sizing the CS org and kill list when GRR is stalling and NRR delta needs targeting.
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Audit training data origins and design data productspluginDataLegalL2
chief-data-officer-advisor · Chief Data Officer or CPO deciding on data moat strategy, training data sourcing, and infrastructure architecture when legal + product + financial trade-offs collide.
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Scan contracts for founder-killer patterns and riskspluginLegalFinanceL2
general-counsel-advisor · Founder or CEO reviewing term sheet or vendor contract pre-signature when red-flag speed matters more than perfect legal interpretation.
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Analyze delivery metrics, hiring funnel, team structurepluginEngineeringOpsL2
vpe-advisor · VP of Engineering or Director of Eng optimizing delivery throughput (DORA), hiring funnel conversion, and org structure when execution velocity stalls.
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Design pricing, route deals, structure partnershipspluginSalesProductL2
commercial-skills · When pricing, channel, partnership, or deal-approval decisions require principled frameworks rather than ad-hoc judgment.
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Configure and operate multi-framework compliance programspluginLegalOpsL3
compliance-os · When a company must align multi-framework compliance programs without building separate audit prep tracks.
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Access 32 production-ready engineering and security skillspluginEngineeringL2
engineering-skills · When shipping production-grade code requires discipline across architecture, testing, deployment, and security domains rather than isolated linting.
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Audit and fix WCAG 2.2 accessibility violations in frontendpluginEngineeringProductL2
a11y-audit · When shipping accessible UI requires automated detection of common WCAG violations before manual testing.
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Automate Gmail, Drive, Calendar, Sheets, and TaskspluginOpsProductivityL2
google-workspace-cli · When administering Google Workspace across mail, drive, calendar, docs, and tasks requires CLI automation instead of manual UI clicking.
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Generate, fix, and run production Playwright testspluginEngineeringL2
pw · When shipping e2e tests across multiple browsers and platforms requires templates, flaky-failure fixes, and reporter integrations rather than starting from scratch.
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Auto-improve agent memory and rulespluginProductivityL2
si · When an agent must stay sharp by surfacing what it has learned and permanently upgrading its own instructions and tool library.
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Build Snowflake pipelines and SQL queriespluginEngineeringDataL2
snowflake-development · When building production data pipelines in Snowflake requires serverless compute, AI-native SQL functions, and dbt workflow management.
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Master 40 advanced engineering disciplinespluginEngineeringL2
engineering-advanced-skills · When shipping complex agent systems requires principled design across agent logic, retrieval, data layers, operations, and pre-production compliance gates.
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Spawn parallel agents to solve problemspluginEngineeringProductL2
agenthub · When a problem benefits from diverse solution approaches and time permits parallel exploration with an objective win criterion.
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Automatically optimize files by metricspluginEngineeringProductL2
autoresearch-agent · When optimizing a single file's performance, quality, or cost over time requires hands-off autonomous loops with clear metric tracking.
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Cut communication token usage 75%pluginOpsProductivityL2
caveman · When technical writing must fit tight token budgets without sacrificing precision (e.g., API docs, complex prompts, reference material).
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Design and audit chaos experimentspluginEngineeringOpsL2
chaos-engineering · When improving system resilience requires controlled failure injection with documented hypothesis and error-budget impact, not guesswork.
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Get ranked Claude power-user tipspluginProductivityL2
claude-coach · When a Claude user needs personalized, ranked power-user tips delivered only when they would genuinely save time or improve output quality.
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Create guided code walkthroughspluginEngineeringProductL2
code-tour · When onboarding developers or explaining architecture requires guided walkthroughs tailored to reader expertise level rather than generic comments.
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Audit dataset quality and completenesspluginDataProductL2
data-quality-auditor · When preparing data for analysis or ML requires systematic audit of quality issues rather than spot-checking a few rows.
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Generate polished product demo videospluginMarketingProductL3
demo-video · When creating product demo videos requires automated scene composition, narration, and effects rather than manual video editing.
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Build optimized Docker containerspluginEngineeringOpsL2
docker-development · When production containers require optimized build time, minimal image size, and security hardening rather than default Docker patterns.
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Architect and manage feature flagspluginProductEngineeringL2
feature-flags-architect · When shipping features requires disciplined flag management with rollout rings, stale-flag cleanup, and audit trails rather than ad-hoc toggles.
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Interrogate plans with forcing questionspluginProductOpsL2
grill-me · When validating a plan or design requires relentless question-driven stress-testing rather than passive review.
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Grill plans against recorded decisionspluginProductEngineeringL2
grill-with-docs · Crystallizing terminology and architectural decisions incrementally as a plan develops, preserving them in version-controlled docs instead of tribal knowledge
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Generate conversation handoff docspluginOpsProductivityL2
handoff · Handing work from one agent session to the next without replicating artifacts already in git or project management systems
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