DevOps & CI/CD MCP servers

Audit a domain's email deliverability (SPF, DKIM, DMARC, MX, blacklists, catch-all, domain age) and get a health score via an Apify actor.

Deploy and operate multi-user web apps: magic-link sign-in, a shared realtime database, per-role permissions, email notifications and file uploads.

Design-fidelity checks: compare a Figma frame or design screenshot with the rendered UI and get structured discrepancies with CSS properties and severity.

Search 38 npm publish/EOTP, GitHub Actions, MCP, Windows and Base fixes; 12 free, USDC/ETH packs.

Check whether an LLM model ID is deprecated, retiring or retired, and what to migrate to, across OpenAI, Anthropic, Azure, Bedrock, Google and Cohere.

Exposes the Figma desktop app's Plugin API on the open file: inline renders, design token reading and one undo step per call, without the cloud API.

Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

Read-only Oracle Cloud (OCI) resource discovery, dependency mapping and reproducible Terraform generation, with secret redaction.

Scaffold and upgrade multi-language projects with the create-packkit generators, and compose a frontend and backend into one fullstack repo.

ReSharper solution-wide inspections and code cleanup for C solutions via JetBrains' command-line tools, without an IDE. Unofficial.

Local-first task tracking and coordination for coding agents: durable issues, leases, checkpoints, decisions, dependency graphs and review workflows.

Read-only SSH diagnostics for Linux and Docker servers using a fixed command allowlist, with secret redaction and per-command timeouts.

Terraform operations with two-step confirmation for plan/apply/destroy, plan risk and cost analysis, drift detection, import/taint/refresh and audit logging.

Search, inspect and install Ballmac UI React + Tailwind components, blocks and templates, with props, keyboard notes and the exact shadcn install command, and plan whole pages from blocks.

Agent evaluation, simulation testing and functional/non-functional verification workflows on the VerifyAX platform.

Behavioral verification for TS/JS repos: builds a behavioral graph, clusters workflows, detects drift and generates adversarial probes with risk scores.

Monitor cron jobs, backups, Kubernetes jobs and other scheduled tasks in Watchgoose. Read-only by default; check changes require explicit consent.

Hundreds of x402-paid APIs as MCP tools, auto-discovered from Coinbase Bazaar. USDC on Base+Solana.

Read-only per-function CRAP scores (complexity and coverage) that point to the worst function to fix next, with uncovered lines and near-duplicates.

Deterministic, offline detector for filler phrases and clichés in AI-generated prose, using a curated phrase list and returning exact spans and a 0-1 score.

Hallucination guard: verify a claim against evidence (supported, refuted or not enough evidence) with a confidence score and abstain flag.

Inspect microservices.sh Cloudflare-native modules and templates, generate app plans and projects, run checks and trigger confirmation-gated preview deploys.

MCP server for npm package management — publish, version, search, audit, and more

Offline calculator that evaluates expressions in fixed-point, IEEE-754 double or exact rational arithmetic, labelling each answer exact or inexact.

Finds the GitHub Actions steps that stop running on 2026-09-23, with the version to move to

ADB-based Android access: read-only logcat, UI hierarchy, package listing and allowlisted shell commands.

Self-hosted Anytype MCP server: the full Anytype API as an always-on Docker + HTTP endpoint.

Agentic CVE remediation platform for Node.js. Correlates threat intelligence, applies policy-governed fixes, and delivers auditable remediation outcomes across CI/CD pipelines, agent workflows, and service portfolios.

Generate SaaS specifications for AI build tools: design systems, database schemas and RLS policies.

Publish HTML as live, shareable web pages with public, password-protected or email-restricted access.

Read-only local code graph for Rust, Cangjie, ArkTS, TS/JS, C/C++, Python and Shell: call graphs, quality gates, change review and impact analysis.

Build, sign and publish iOS and Android apps via Codemagic CI/CD, App Store Connect and Google Play.

Real-time diagnostic snapshot of the local dev environment: framework, running services, recent errors and git state.

DevOps AI. Deploy checks, incident analysis, infra audit. Learns from past failures.

Docker container management and Dockerfile analysis

Fault injection for MCP servers (timeouts, malformed JSON-RPC, corrupted outputs) with a reliability scorecard for output schemas and error conformance.

MCP server for Drone CI/CD: 45 tools for builds, repos, secrets, users and templates

Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.

Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. Secrets are masked.

15 checks for the apiVersions kubectl no longer serves, on the manifest open in your editor

Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps, multi-cluster.

Time-travel debugger with bidirectional execution replay, hash-chain audit logging and SIMD-accelerated stack unwinding.

Kubernetes MCP server with RBAC-style, context-scoped guardrails for AI agents.

Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.

Finds the dependencies whose licence changed under you - Terraform 1.6+ BUSL, Redis 7.4+ SSPL, Bitna

Underground Cultural District: developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron), creative tools and a marketplace of digital goods.

Control Claude Managed Agents: launch agents, watch their events, reply, approve tool calls and stop them.

Test, score and inspect n8n workflows with config-driven test suites, two-tier scoring, execution traces and a built-in node catalog.