MCP servers and skills: search, filter by where they run, and compare.
Guarded MCP tools for AI-assisted mobile build, Appium testing, security scanning, verification, and fix-retest loops.
DockerMIT★ 11No 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
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
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
MCP server and agent skill for the TypeSafe AI System One API (Jev): decompose a judgment into Choice / Score / Noul questions, lint them, measure on labelled data, and put calibrated thresholds in co
SkillMIT★ 4Few starsNo key
Turn your AI coding assistant into a DevOps-specialized agent using the CloudBees Unify MCP server. 7 ready-to-use skills for pipeline visibility, build triage, security scanning, release readiness, f
SkillApache-2.0★ 4Few starsNo key
Kiro Power for AWS Resilience Hub + Amazon ARC — GenAI failure-mode assessments, RTO/RPO validation, failover orchestration, and cost-quantified remediation reports, from the IDE.
SkillMIT★ 4Few starsNo key
Tool using agent and physics simulator that recommends thermal drift mitigation strategies for deep space photonic instruments across material and environment combinations. Runs on AWS Bedrock or a se
SkillApache-2.0★ 1Few starsNo key
Pre release MCP server for structured design decisions, typed routing, compatibility checks, validation, and automated tests.
Node.jsMITFew starsNo key
Local MCP server for revision-bound source and quotation audits
Node.jsMITFew starsNo key
MCP server that lets an AI assistant read COVID-19 lateral flow tests from photos, by wrapping a YOLOv8-OBB + MobileNetV3 pipeline deployed on Cloud Run.
SkillMITFew starsNo key
MCP server: full GitLab DevOps automation — pipelines, CI generation, security scans, error analysis, runner & token management (~3000 lines, 50+ tools)
SkillMITFew starsNo key
AI-native error intelligence framework — structured error events in a local SQLite DB per project, full-text searchable, deterministically auto-classified, exposed to any MCP-compatible AI assistant.
SkillApache-2.0★ 1Few starsNo key
Pre-deployment evaluation for LLM features: generates an adversarial test set from a one-line description, reports per-criterion failures, proposes prompt revisions, and exports a provider-agnostic pa
SkillMITFew starsNo key
MCP server that wraps Brave Search and augments each result with a transparent quality vector for AI agents.
Node.jsMITFew starsNo key
MCP server / agent concept for signals interpretation and processing
SkillMITFew starsNo key
Test AI agents repeatedly, measure reliability, classify failures, and catch regressions before production.
PythonMIT★ 1Few starsNo key
Who stands behind it
