cyberneticlibrary

The library

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

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only13 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 48
Access AI ecosystem and regulatory datapluginDataL2
tensorfeed · Auditing code for authorization, RLS, and authentication vulnerabilities before launch.
WORKS 46
Run genomics pipelines and experimentspluginDataL3
encode-toolkit · Flagging specific coding-standard violations with inline docs links at scale.
WORKS 48
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.
WORKS 48
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.
WORKS 57
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.
WORKS 55
Run A/B tests and hypothesis testspluginProductDataL2
statistical-analyst · Validating A/B experiment results with rigorous statistics instead of eyeballing conversion rates or running tests that are too small
WORKS 48
Extract data from any website intelligentlypluginDataEngineeringL2
universal-scraping-architect · Scraping web content with automatic fallback to local extraction when Firecrawl quota is low, avoiding token blowouts on large batch jobs
WORKS 48
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.
WORKS 59
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.
WORKS 48
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.
WORKS 48
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).
WORKS 48
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.
WORKS 48
Run web scraping Actors and extract datasetspluginOpsDataL2
msapps-apify-scraper · Automating large-scale web data extraction through pre-built, maintained Apify Actors.