The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
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Access AI ecosystem and regulatory datapluginDataL2
tensorfeed · Auditing code for authorization, RLS, and authentication vulnerabilities before launch.
Compare pricing across developer toolspluginFinanceL2
agentdeals · Handling specialized tasks that generic agents cannot perform.
Persist context across sessionspluginEngineeringL3
claude-mem · Handling specialized tasks that generic agents cannot perform.
Hire and pay specialized AI agentspluginOpsL3
swarmwage · Handling specialized tasks that generic agents cannot perform.
Generate images and videos with AIpluginMarketingL2
fal-ai · Handling specialized tasks that generic agents cannot perform.
Run genomics pipelines and experimentspluginDataL3
encode-toolkit · Flagging specific coding-standard violations with inline docs links at scale.
Automate Firefox testing and scrapingpluginEngineeringL2
firefox-devtools · Handling specialized tasks that generic agents cannot perform.
Debug iOS Safari with WebKit InspectorpluginEngineeringL2
iwdp-mcp · Handling specialized tasks that generic agents cannot perform.
Browse pages at 97% fewer tokenspluginEngineeringL2
pagemap · Browsing high-token pages (PDFs, documentation, dense paywalls) where 97% compression outweighs loss of formatting.
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.
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.
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.
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.
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).
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Design pricing, route deals, structure partnershipspluginSalesProductL2
commercial-skills · When pricing, channel, partnership, or deal-approval decisions require principled frameworks rather than ad-hoc judgment.
Configure and operate multi-framework compliance programspluginLegalOpsL3
compliance-os · When a company must align multi-framework compliance programs without building separate audit prep tracks.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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).
Design and audit chaos experimentspluginEngineeringOpsL2
chaos-engineering · When improving system resilience requires controlled failure injection with documented hypothesis and error-budget impact, not guesswork.
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.
Create guided code walkthroughspluginEngineeringProductL2
code-tour · When onboarding developers or explaining architecture requires guided walkthroughs tailored to reader expertise level rather than generic comments.
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.
Generate polished product demo videospluginMarketingProductL3
demo-video · When creating product demo videos requires automated scene composition, narration, and effects rather than manual video editing.
Build optimized Docker containerspluginEngineeringOpsL2
docker-development · When production containers require optimized build time, minimal image size, and security hardening rather than default Docker patterns.
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.
Interrogate plans with forcing questionspluginProductOpsL2
grill-me · When validating a plan or design requires relentless question-driven stress-testing rather than passive review.
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
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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