MCP servers and skills: search, filter by where they run, and compare.
Skill for end-to-end predictive maintenance: explores raw IoT telemetry in S3, engineers features, trains AutoML models (RUL regression, failure classification, multi-label classification, or survival
OfficialSkillMIT-0★ 8No key
Agentic test automation skills for test case authoring, context, intent, self healing, failure classification, guardrails and progressive context disclosure
SkillApache-2.0★ 1Few starsNo key
Offline-first diagnostic and Root Cause Analysis tool that turns CI, build, test, deployment, and container failures into evidence-backed reports and actionable ticket drafts.
SkillMIT★ 5No key
Agent skill for production resilience: proportional defensive engineering, failure classification, idempotency, backpressure, and evidence-backed verification.
SkillMIT★ 1Few starsNo key
PowerShell skills and guardrails for reliable Windows command execution by AI agents, with Codex and Claude Code adapters.
SkillMIT★ 2Few starsNo key
Provider-neutral control plane for persistent AI agents with memory, skills, tools, evaluation, recovery, and governance.
SkillMIT★ 1Few starsNo key
A production-grade AIOps framework focused on model integrity and autonomous reliability. Features a LightGBM-driven multiclass inference engine via FastMCP, validated against data leakage through NMI
SkillMIT★ 2Few starsNo key
Agent payment infrastructure MCP server — charge, refund, escrow, subscriptions, webhooks. 69 tools for autonomous agent payments.
PythonMITFew starsNo key
server that converts test failures into Jira-ready defect reports — inside any MCP Client, no LLM API key needed.
Node.jsMITFew starsNo key
Universal external interface engine for AI agents — 123 MCP tools, 18 protocols, Connection Souls, Intelligent Retry, Encrypted Vault
SkillMITFew starsNo key
CLI installer for AI agent skills (SKILL.md) targeting RHEL DevOps tooling — supports Claude Code, Cursor, and 40+ Agent Skills standard compatible tools
SkillApache-2.0Few starsNo key
A guided Cloudflare skill for durable, receive-first AI agent email inboxes.
SkillMIT★ 7No key
The Customizable AI Framework that generates, validates, and optimizes production-ready Dockerfiles
PythonMIT★ 1Few starsNo key
Smoke-test MCP servers and write compatibility reports.
SkillMITFew starsNo key
Classify a raw app idea into CS terms and emit a frozen, machine-parseable architecture contract — before any technology is named.
SkillMIT★ 3Few starsNo key
jq-like stream processor for semantic matching and extraction
SkillMIT★ 2Few starsNo key
Improve existing agent skills, prompts, articles and workflows through bounded, reversible experiments. Compatible with Codex, Claude Code, Hermes and OpenClaw.
SkillMIT★ 2Few starsNo key
Triage Gmail by provider with auto-generated labels and importable filters. Skill for Cursor / Claude Agent.
SkillGPL-3.0★ 5No key
AI-powered black-box web pentester. Give the URL, Suvari handles the rest.
SkillMIT★ 2Few starsNo key
Diagnosis-first, reversible Skill for Codex Reconnecting 1/5 through 5/5 loops
SkillMIT★ 6No key
Claude Code & MCP operational audit toolkit: scanner, workflow generator, hardening, Skills/hooks/automation reliability
Node.jsMITFew starsNo key
Agent skill for typed decisions via any Laya-compatible API — routing, triage, guardrails, moderation, tool pre-screening. Provider-agnostic.
SkillApache-2.0★ 2Few starsNo key
Who stands behind it
