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CapabilityResource / descriptionTypeFunction / industryReadiness / evidence / useTrust
apix402Live onchain governance, vesting, oracle and Safe authority checks. Free samples over MCP.MCP Servermcp
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Contractors Near MeSearch licensed US contractors by trade or location, fetch profiles and reviews, and submit leads.MCP Servermcp
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OffendersearchSearch US sex-offender registries and criminal records, with per-source citations.MCP Servermcp
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Nordax AI Entity NetworkSearch and verify 360K+ business entities with trust scores and W3C credentials.MCP Servermcp
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Asked ThriceMeasure whether AI assistants actually recommend a brand, from measured answers.MCP Servermcp
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Alex Polonsky ProfilePublic, read-only professional profile and current availability for Alex Polonsky.MCP Servermcp
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AutEng MCP - Markdown Publishing & Document Share LinksPublish markdown documents as public share links with mermaid diagram support. Built by AutEng.aiMCP Servermcp
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libraryTeen-first library on CBT, DBT, and finding the right therapist.MCP Servermcp
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gojiAnswers on AEO, SEO, web and brand from GOJI's published material. Melbourne, Australia.MCP Servermcp
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lab-hardware-cadDesign custom laboratory hardware as parametric build123d models and export fabrication-ready STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3D-printed instrument fixtures. Use when a research task needs a physical part that must mate with standardized labware, an optical table, a cage system, or a printer, CNC, or laser process.Skillagent-skills
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npm Trends APInpm package download trends and adoption growth over time. Free key at trendsapi.aiMCP Servermcp
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plan-analysisUser describes a research question — what they're trying to predict or explain, what variables are involved, and what the study design looks like — and wants a recommended statistical model with a hierarchical test sequence from null to fully specified. Use this skill whenever the user asks which statistical test or moSkillagent-skills
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documentation-and-adrsRecords decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.Skillagent-skills
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docs-mcpRemote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.MCP Servermcp
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kontatoGive your AI agents a real WhatsApp number to send and receive messages.MCP Servermcp
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Verificate MCPAgentic code review, no signup to try: reality gates + frontier-model review, with veto.MCP Servermcp
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design-system-builderInteractively build, derive, or refine a project's HTML design system via an agent interviewSkillagent-skills
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YouTube Trends MCPYouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.aiMCP Servermcp
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Race Calendar F1Anonymous read-only Formula 1 tools, resources, prompts, completion, and interactive dashboard.MCP Servermcp
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workflow-orchestration-patternsDesign durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration.Skillagent-skills
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bulk-rnaseqEnd-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR, Salmon, featureCounts), assembles a gene-level counts matrix, then hands off to differential expression (pydeseq2), pathway/GSEA enrichment (pathway-enrichment), and publication figures (scientific-visualization). Use whenever the user has bulk RNA-seq reads or quant output and wants a complete, reproducible differential-expression workflow — e.g. "analyze my RNA-seq", "FASTQ to DESeq2", "run nf-core/rnaseq", "STAR/Salmon quantification", "build a counts matrix for DESeq2", or "go from reads to differentially expressed genes and enriched pathways". Routes between an nf-core/rnaseq (Nextflow) path and a standalone STAR/Salmon path, and covers experimental design, strandedness, and QC gates. For single-cell RNA-seq use the scanpy skill instead.Skillagent-skills
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Clude Memory MCPMCP server for Clude's cognitive memory system — store, recall, search, and dream. Supports hosted (zero-setup), self-hosted (Supabase + pgvector), and local (offline) modes.Skillagent-skills
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data-quality-frameworksImplement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.Skillagent-skills
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ship-safeRun ship-safe security and quality audit on the current project. Executes npx ship-safe audit . and reports findings by severity. Use before shipping any feature or PR.Skillagent-skills
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scanpyStandard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, visualization, and converting R-friendly single-cell formats such as Seurat or SingleCellExperiment RDS files into h5ad for Scanpy. Best for exploratory scRNA-seq analysis with established workflows. For deep learning models use scvi-tools; for data format questions use anndata.Skillagent-skills
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Weather Forecast MCPMCP server for current weather and multi-day forecasts worldwide, Chinese city names and output.MCP Servermcp
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hood. — .hood name serviceResolve .hood names on Robinhood Chain — forward/reverse, text records, availability & pricing.MCP Servermcp
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kafka-redis-minio-stack-generatorKafka + Redis + MinIO Stack GeneratorMCP Servermcp
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ChangeThisFile1,000+ conversion routes plus translate, extract tables, compress. 25 free/month, then a free key.MCP Servermcp
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pytorch-lightningDeep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.Skillagent-skills
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Meet.bot MCPAI-native scheduling and booking: check availability, book meetings, share links.MCP Servermcp
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neuropixels-analysisAnalyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit curation (threshold-based, model-based UnitRefine, and AI-assisted visual review). Use when working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.Skillagent-skills
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omero-integrationSecurely inspect and automate microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and documented OMERO.web APIs. Use for scoped OMERO inventory, metadata export, import/export planning, or reviewed write workflows.Skillagent-skills
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polars-bioHigh-performance genomic interval operations and bioinformatics file I/O on Polars DataFrames. Overlap, nearest, merge, coverage, complement, subtract for BED/VCF/BAM/GFF intervals. Streaming, cloud-native, faster bioframe alternative.Skillagent-skills
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switchGenerate, manage and explore your Switch AI image and video library, scoped to your account.MCP Servermcp
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Timix.AITime tracking, live project budgets, and billing exports for service firms.MCP Servermcp
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notion-task-creatorAdds a new task to a project's Tasks board in the user's Notion Agent Workspace (Projects → the project → Tasks). Use whenever the user asks to add/create a task for a specific project, or a general task not tied to any project (goes under Projects → General Tasks). Requires the connected Notion MCP server.Skillagent-skills
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swiftbutlerAnalyze, syntax-check, reindent, and distribute Swift source code with the SwiftButler CLI. Use when working with Swift files or packages and you need a compact API overview (`analyze` in interface/json/yaml/markdown), fast syntax validation (`check`), indentation cleanup with spaces or tabs (`reindent`), or to split lSkillagent-skills
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web3-testingTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.Skillagent-skills
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academic-ref-inserterInsert, format, and cross-reference academic citations in docx, supporting multiple bibliography styles.Skillagent-skills
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distress-screeningScreen for psychological distress and track symptom burden using K6 and K10 scales.Skillagent-skills
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IP Location MCPMCP server for IPv4 geolocation with Chinese output: country/region/city, ISP and ASN.MCP Servermcp
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Hermitsh TextsComplete classical & world literature — search + cite exact passages, facing sources, 50+ languages.MCP Servermcp
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APICK OCROCR for images and Korean ID documentsMCP Servermcp
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executing-hard-tasksDecompose hard tasks risk-first and verify with evidence.Skillagent-skills
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Cycle IntelligenceEU Digital Product Passport (DPP/ESPR) requirements, product readiness scoring and GS1 validation.MCP Servermcp
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Invoke — hire a human from your AI agent (first post free)Let your AI agent hire a human for tasks it can't do — first post free.MCP Servermcp
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fetcherThe web capability layer for AI agents: render, extract, DNS, SSL, WHOIS & more via x402.MCP Servermcp
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coverage-rightsInsurer denial rates, appeal outcomes by treatment and condition, and appeal rights lookups.MCP Servermcp
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mcpCompany knowledge, services, case studies, pricing, and tools for craftable software.MCP Servermcp
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