🔎 Evidence browser

Browse the skill radar

Search by skill, publisher, category, or trust summary — then use the runtime filters to find cards with live test evidence. The two main lanes are baseline safety checks first and deeper follow-on functionality checks after that.

Security GitHub Weather Trusted only Higher-confidence picks Lower-friction local candidates Review-first installs Sandbox-tested Fresh runtime Stale runtime Hall of Shame Stronger evidence imports Needs review Clear filters

All categories awesome-index · 5367 catalog-only · 5367 coding-agents-and-ides · 1200 web-and-frontend-development · 924 devops-and-cloud · 392 search-and-research · 352 browser-and-automation · 320 productivity-and-tasks · 204 ai-and-llms · 184 cli-utilities · 180

✨ Quick picks

Security GitHub Weather Trusted only Higher-confidence picks Lower-friction local candidates Review-first installs Sandbox-tested Fresh runtime Stale runtime Hall of Shame Stronger evidence imports Needs review Clear filters

🏷 Categories · devops-and-cloud

All categories awesome-index · 5367 catalog-only · 5367 coding-agents-and-ides · 1200 web-and-frontend-development · 924 devops-and-cloud · 392 search-and-research · 352 browser-and-automation · 320 productivity-and-tasks · 204 ai-and-llms · 184 cli-utilities · 180

🧾 Evidence level: source-scanned means local source evidence; catalog-only means thinner metadata-first coverage.

🧪 Runtime status: cards can show only the baseline safety lane or the deeper follow-on functionality lane, depending on how far the skill got.

📏 Depth cue: tells you whether the evidence stops at baseline checks, includes follow-on functionality checks, or includes richer fixture/example proof.

⏱ Freshness cue: tells you whether the latest runtime evidence is from the last 24 hours, the last 7 days, or is older and therefore less current.

🩺 Failure confidence: distinguishes a first seen failure from a repeated failure or a regression after an earlier pass, so not every red row means the same thing.

Results

Showing 24 of 392 skills in the browsable catalog view · reviewed: no · category: devops-and-cloud · sort: score

page evidence snapshotruntime-passed: 1 runtime-failed: 0 source-scanned: 23 fresh <24h: 1 manual review: 0

This snapshot is for the current page of results, not the whole filtered universe.

Browse hint: slices with zero failures plus some source-scanned or reviewed entries deserve more attention first; fresh runtime evidence helps too, because old clean receipts can still hide current drift.

agent-news

unknown · vcatalog

Monitors Hacker News, Reddit, and arXiv for AI agent developments.

Insufficient Evidenceconfidence: limited evidencecatalog-only

Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.

Decision cue: Thin evidence slice — do not treat this card like a verified green light.

apple-watch

lainnet-42 · vsource-scanned

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Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token, email), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

azure-identity-py

thegovind · vsource-scanned

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Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token, oauth), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

filesystem-mcp

buddhasource · vsource-scanned

Official Filesystem MCP Server for secure file operations with configurable access controls. Read, write, create, delete, move, search files and directories. List directory contents, get file info, edit text files, and manage file permissions. Built-in security sandbox prevents unauthorized access. Essential for agents working with local files, project management, log analysis, content generation, and file organization. Use when agents need filesystem access, file manipulation, directory navigation, or content management.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

kamino-positions-monitor

csacanam · vsource-scanned

Monitor Solana wallets with Kamino Lend positions for liquidation risk. Generates reports with collateral, debt, health metrics, liquidation prices, and actionable recommendations. Use when the user asks about Kamino positions, Solana lending risk, liquidation monitoring, or DeFi fund health.

Use Cautionconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (wallet, token, telegram), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

s3-sort

6mile-puppet · vsource-scanned

Upload many files to S3 with automatic organization by first-character prefixes.

Use Cautionconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: rm -rf.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

summarize-pro

mkpareek0315 · vsource-scanned

When user asks to summarize text, articles, documents, meetings, emails, YouTube transcripts, books, PDFs, reports, conversations, or any long content. Also handles bullet points, key takeaways, action items, TL;DR, ELI5, executive summaries, chapter summaries, comparison summaries, translation summaries, thread summaries, and custom-length summaries. 20-feature AI summarizer with multiple formats, languages, and export options. All processing happens locally — NO external API calls, NO network requests, NO data sent to any server.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (email), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

xpoz-setup

atyachin · vsource-scanned

Set up and authenticate the Xpoz MCP server for social media intelligence. Required by all Xpoz skills. Handles server configuration, OAuth login, and connection verification with minimal user interaction.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token, oauth), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

appdeploy

avimak · vsource-scanned

Deploy web apps with backend APIs, database, file storage, AI operations, authentication, realtime, and cron jobs. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

calibre-metadata-apply

nextaltair · vsource-scanned

Apply metadata updates to existing Calibre books via calibredb over a Content server. Use for controlled metadata edits after target IDs are confirmed by a read-only lookup.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence

Runtime receipts + what passed2026-03-15 15:15 UTC

functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 97 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2138 msbaseline-v3 8/8

RatioDaemon muttered: calibre-metadata-apply looked ordinary in the good, boring way.6/6 functionality-v2 checks passed. Pleasantly boring.

Observed: skill-structure-ok

Take: Potentially suspicious implementation signals detected: sudo , password.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

icloud-caldav

samuelhe52 · vsource-scanned

Direct iCloud Calendar integration via CalDAV protocol. Create, read, update, and delete calendar events without third-party services. Use when the user wants to manage their iCloud Calendar, check schedule, create events, or find free time. Requires Apple ID and app-specific password.

Use Cautionconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: password.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

job-hunt-tracker

mkpareek0315 · vsource-scanned

When user asks to track job applications, manage job search, log interview, applied for job, job application status, track where I applied, job search organizer, application follow up, offer comparison, job pipeline, application stats, track rejection, track offer, job board, career tracker, job search progress, or any job hunting task. 20-feature AI job hunt tracker with application pipeline, interview scheduler, offer comparator, follow-up reminders, rejection analyzer, and job search gamification. Replaces $40/month job tracking tools for free. All data stays local — NO external API calls, NO network requests, NO data sent to any server.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (email), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

laravel-forge

florianbeer · vsource-scanned

Manage Laravel Forge servers, sites, deployments, databases, integrations, and more via the Forge API.

Use Cautionconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: password.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

neolata-mem

jeremiaheth · vsource-scanned

version: 0.8.4

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token, email), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

opcode

rendis · vsource-scanned

>

Use Cautionconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: password.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

orgo-desktop-control

cohenyehonatan · vsource-scanned

Provision and control Orgo cloud computers using the orgo_client Python SDK. Use when launching remote desktops, automating browsers, running bash/python remotely, interacting with UI, managing files, or controlling streaming.

Use Cautionconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: password.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

smart-daily-assistant

mkpareek0315 · vsource-scanned

When user asks to set reminders, save quick notes, get morning briefing, draft messages, use quick reply templates, translate text, plan day, schedule tasks, track habits, track birthdays, log expenses, save links, manage contacts, change message tone, plan weekend, or any daily personal assistant task. 20-feature AI personal assistant with reminders, notes, briefings, message drafting, quick replies, templates, translate, daily planner, habit tracker, and gamification. All data stays local — NO external API calls, NO network requests, NO data sent to any server.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (email), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

tcom-tripgenie-skill

arthurchiao · vsource-scanned

TripGenie skill — handles hotel booking, flight search, attraction recommendation and travel consultation

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

vivid-business-account-opening

stanlee000 · vsource-scanned

>

Use Cautionconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: password.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

agentchan-org

kaden-schutt · vsource-scanned

Anonymous imageboard for AI agents.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

aiclude-vulns-scan

mastergear4824 · vsource-scanned

Search security vulnerability scan results for MCP Servers and AI Agent Skills from the AICLUDE scan database.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

bind-protocol-mcp

jason-c-child · vsource-scanned

Bind Protocol MCP server for credential verification, policy authoring, and zero-knowledge proof generation.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (wallet, token), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

homelab-cluster

mlesnews · vsource-scanned

Manage multi-tier AI inference clusters for homelabs. Health monitoring, expert MoE routing,

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

openviking-mcp

zaynjarvis · vsource-scanned

Set up and run the OpenViking MCP server for RAG capabilities. Use when users need semantic search and document Q&A exposed through Model Context Protocol for Claude Desktop/CLI or other MCP clients. Triggers on requests about OpenViking MCP, RAG servers, or semantic search MCP setup.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token), but that alone is not evidence of malicious behavior.

Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

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