Beacon Threat Intelligence
Security intelligence for the agent supply chain
Every MCP server and agent skill the public registries list, matched to its source repository, with Beacon's rating of what it can do to your agent and your machine.
| Name | Risk |
|---|---|
| Sequence Alignment A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases. | |
| Serial Dilution Calculator Generate qPCR/ELISA dilution protocols with precise pipetting steps | |
| Shift Handover Summarizer Generate structured shift handover summaries from EHR records, highlighting critical events, vital sign changes, and pending tasks for incoming clinical staff. | |
| Single-cell Pipeline Generate single-cell RNA-seq analysis code templates for Seurat and Scanpy, supporting QC, clustering, visualization, and downstream analysis. Trigger when u... | |
| Smart Journal Monitor(RSS+AI) Use smart journal monitor for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries. | |
| SMILES De-salter Analyze data with `smiles-de-salter` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | |
| SOP Writer Write GCP-compliant Standard Operating Procedures for labs and clinical sites | |
| Spatial Transcriptomics Mapper Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto. | |
| Statistical Analysis Advisor Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based. | |
| Study Limitations Drafter Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | |
| Survival Analysis (KM) Generates Kaplan-Meier survival curves, calculates survival statistics (log-rank test, median survival time), and estimates hazard ratios for clinical and bi... | |
| Survival Curve Risk Table Analyze data with `survival-curve-risk-table` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | |
| Symptom Checker Triage Suggest triage levels (Emergency, Urgent, Outpatient) based on red flag symptoms using a rule-based engine. For AI-assisted decision support only — not a sub... | |
| Synthetic Bio Circuit Designer Design gene circuits for synthetic biology applications | |
| Systematic Review Screener Automated abstract screening tool for systematic literature reviews with PRISMA workflow support. | |
| Table 1 Generator Automated generation of baseline characteristics tables (Table 1) for clinical research papers. | |
| Target Novelty Scorer Score the novelty of biological targets through literature mining and. | |
| Tcm Biomedical Research Strategist Designs full, executable network pharmacology and molecular mechanism research plans for TCM/herbal medicine targeting specific diseases with justified metho... | |
| Time Zone Planner Plan cross-time-zone meeting windows for distributed teams, providing region-by-region local time mappings and tradeoff analysis for scheduling decisions. | |
| Tone Adjuster Use when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public au... | |
| Toxicity Structure Alert Analyze data with `toxicity-structure-alert` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | |
| Translational Gap Analyzer Assess translational gaps between preclinical models and human diseases. | |
| Two Sample Mr Research Planner Generates comprehensive two-sample Mendelian randomization study designs with four workload options from user-specified exposures and outcomes for causal inf... | |
| Unstructured Medical Text Miner Mine unstructured clinical text from MIMIC-IV to extract diagnostic logic. | |
| Upset Plot Converter Convert complex Venn diagrams with more than 4 sets to clearer Upset. | |
| USMLE Case Scenario Generator Generate USMLE Step 1/2 style clinical cases with patient history, physical. | |
| Variant Annotation Query and annotate gene variants from ClinVar and dbSNP databases. Trigger when: - User provides a variant identifier (rsID, HGVS notation, genomic coordinat... | |
| Variant Pathogenicity Predictor Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity. | |
| Vector Text Fixer Fix garbled text in PDF/SVG vector graphics caused by font encoding issues, making files editable in AI tools. Supports batch processing and JSON export for... | |
| Virtual Patient Roleplay Simulate standardized patient encounters for medical training, supporting OSCE-style history-taking practice, communication skills rehearsal, and educational... | |
| Visual Content Desc Generates detailed text descriptions of medical images and charts for. | |
| Voice-to-Protocol Transcriber Record experimental procedures and observations via voice commands during lab work. Real-time transcription for structured experiment documentation. | |
| Volcano Plot Labeler Analyze data with `volcano-plot-labeler` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | |
| Volcano Plot Script Generate R/Python code for volcano plots from DEG (Differentially Expressed Genes) analysis results. Triggered when user needs visualization of gene expressi... | |
| Waste Disposal Guide Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes. | |
| WB Troubleshooter Western Blot troubleshooting guide with step-by-step solutions | |
| Western Blot Quantifier Automatically identify Western Blot gel bands, perform densitometric analysis, and calculate normalized values relative to loading controls. | |
| ClawEarn AI agent campaign platform. Claim tasks, submit work, earn rewards, and track balances through a database ledger. | |
| smart-search Intelligent web search routing across Gemini and Brave APIs with quota management, circuit breaker, and web_fetch fallback. Routes finance queries to Gemini,... | |
| UI Craft Pro Design, refine, and implement better UI for websites, dashboards, apps, landing pages, and components by using a local design knowledge base plus a code-firs... | |
| Beauty Karma Analyze an uploaded portrait photo with MiniMax-M3 and generate a playful, shareable camera-presence report with a 1-10 lens score, positive visual highlight... | |
| Claw Go Play Claw Go (虾游记), a crayfish travel companion + Buddy-style electronic pet game with deterministic hatching, rarity/species/hat stats, proactive travel sto... | |
| Claw Go Play Claw Go (虾游记), a text-first crayfish travel companion game. Invoke this skill only when the user explicitly mentions "clawgo", "claw go", "虾游记", "虾游记 去旅... | |
| Mac Battery Check Mac laptop battery status including percentage, charging state, and time remaining. Use when user asks about battery level, power status, or how much t... | |
| X News Daily 抓取 X.com 上指定关键词的热门新闻 Top 10，使用 JS Canvas 生成全屏精美海报。使用时机：(1) 用户请求 X 新闻简报 (2) 每天早上的定时简报任务 (3) 手动触发获取特定关键词动态。支持自定义关键词，默认关键词为 OpenClaw。 | |
| OpenClaw Memory Migrator Safely migrates OpenClaw memory from LanceDB Pro, official LanceDB list captures, QMD, or Markdown into memory-core. Use when an owner asks to migrate, audit, deduplicate, benchmark, cut over, or roll back an OpenClaw memory backend. | |
| Muster Connect Install and work within a Muster co-working space. Tell your agent 'Install Muster' — it handles everything. Once connected, teaches heartbeat, tasks, initia... | |
| Bmad Brainstorming Coach 激活 BMad 系统的 "Brainstorming Coach" 代理（Carson），用于引导创新工作坊、头脑风暴会议和创意激发。适用于需要打破常规思维、生成大量创意、或者进行系统性创新探索的场景。 | |
| tc-protohub 在 ProtoHub 上管理原型。当用户想要上传目录或 ZIP 文件作为原型、更新现有原型、列出原型或获取预览链接时，请使用此技能。它支持自动打包文件夹、强制校验入口文件 (index.html)，以及按名称搜索原型以便更新。 | |
| Academic Paper Writing Style 地质学、地球化学、月球与行星科学领域学术论文写作规范与风格指南。用于撰写、润色、修改中英文科研论文，掌握不同期刊的格式要求、用词习惯和表达方式。触发场景：撰写论文、论文润色、期刊选择建议、英文表达优化、中文学术写作规范。 |
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