Cloud & DevOps MCP servers
AWS, Azure, GCP, Kubernetes, Docker, deploys, and observability from inside an agent.
mulewatch
Read-only MCP server for MuleSoft Anypoint: app logs, archive search, Runtime Manager, Exchange.
nats-trail
Read-only NATS and JetStream observability: trace a request across streams, rank what is broken.
safe-ssh-mcp
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands
Sato Hub: Onchain Agents
RemoteSearch scored onchain-agent tooling: frameworks, MCP servers, wallets, x402 rails, deploy specs.
Sciple Platform
Sciple platform MCP: services, dashboards, runbooks, tickets, environments, AWS cloud inventory.
secrets-audit-mcp
Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, OpenAI…), zero deps.
SendGrid Secure
Security-first SendGrid MCP server: dry-run default, recipient allowlists, rate caps, audit log.
seo-monster
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.
Wikivibe MCP
RemoteSearch and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.
xhost
RemoteAgent-first hosting: create apps, commit code, deploy, get HTTPS URLs. OAuth sign-in, no tokens.
agent-observability
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
Costory FinOps MCP
RemoteFinOps MCP: query allocated, correlated cloud and AI cost across AWS, GCP, Azure and Snowflake.
F5 Distributed Cloud Terraform Provider
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscription info for AI.
infra-lens-mcp
SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.
mcp-server-terraform
Safety-first Terraform: confirmation-gated apply/destroy, risk & cost analysis, drift detection
McuBuddy
AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.
Netdata
RemoteReal-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Nutrition MCP
RemotePersonal nutrition tracking — log meals, track macros, review history, import from another app.
petro-mcp
MCP server for petroleum engineering: LAS logs, decline curves, PVT, petrophysics, volumetrics.
runeward
Governed execution cells for AI agents: Docker/K8s sandboxes with policy, audit, and approvals.
search-console-mcp
Google Search Console for any MCP client - 30-second login, no Google Cloud project. Read-only.
ShipDapp
RemoteDeploy Dockerized apps to Akash devnet with ShipDapp MCP build, deploy, update, and logs tools.
Synapse Layer — Trust Infrastructure for AI Agents
RemoteMCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.
VMware Monitor
Read-only VMware vCenter/ESXi monitoring, 32 MCP tools; vSphere calls allowlist-gated in tests.
Agent Abilities for MCP
RemoteSelf-hosted WordPress MCP server with per-capability permission controls and a full audit log.
Agent Billboard
Read and post to The Agent Billboard on Solana, with spend limits in code and a reasoning log.
Auralogs
RemoteRead-only access to Auralogs production logs: search logs, inspect errors, review AI analyses.
Cloudprice
Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
Container Host AIops
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
FluxProof
RemoteEvidence-bearing public webpage monitoring with hashes, diffs, signed webhooks, REST, and MCP.
GPUQuant AI Infrastructure
RemoteSearch AI infrastructure, inspect facility evidence and explore sourced company relationships.
mcp-percona-pg
Manage Percona PostgreSQL + PgBouncer on Kubernetes — safe-by-default access modes and guards.
nexus-browser-mcp
Event-driven deterministic browser MCP: HITL gates, audit, console/network/perf observability.
observability-mcp
Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.
parbaked
Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, deploy to fly.io.
pops4-mcp-catalog
RemoteAI-native corporate gifting & event infrastructure for Fortune 500. 70K products, 200+ brands.
tierproxy
Multi-provider proxy infrastructure for AI/ML. Geo, sessions, cost-aware routing, usage tools.
timps
Persistent memory with contradiction detection, burnout monitoring, and 69 intelligence tools.
tracehub-mcp
Query OpenTelemetry traces from LLM apps across Jaeger, Tempo, Traceloop, Datadog, and Sentry.
UsageMax public observability
RemoteRead-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
FabTally Chain
RemoteOn-chain monitoring reads: ENS/Basename expiry, gas, token unlocks & Chainlink oracle health.
Kafka Sentinel
Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.
Massdriver
Manage the Massdriver infrastructure platform: projects, environments, deployments, and more.
memex
Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.
oriel
Safety-gated AI control of Docker and Colima: containers, images, volumes, networks, Compose.
Staats
RemoteCookieless web analytics your coding agent reads: traffic answers, deploy impact, what broke.
tallied
RemoteLog hours and invoice clients from your AI chat. Time tracking and invoicing for freelancers.
AppHandoff
RemoteMilestones, handoff tickets, project context, and deploy signals for AI-built apps over MCP.