Cloud MCP Servers

Ephemeral data sandbox for AI workflows with guardrails and security

Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.

Rust MCP server and CLI for Arcane Docker and container management.

Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.

Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI transcript correlation.

Arcane Docker and Compose management over MCP and CLI with authenticated stdio and HTTP.

RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support.

Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.

Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe file operations.

Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.

MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.

Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.

Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over MCP.

Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.

AI knowledge graph for architecture, portfolio, and digital strategy management.

Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)

Crosby, TX weather, air quality, tropics, floods, fishing, pollen, burn bans, radar, news & schools.

Read and write open-source flashcards through split read/write MCP tools.

337 free tools: weather, crypto, DNS, search, text, colors, QR, calculators and more for AI agents.

Goal and process maps for humans and AI agents on your own server.

Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more

Transform video, audio and images, and generate media from prompts. FFmpeg, captions, models.

Fetch any web page's HTML, AI-parsed JSON, or Google results via the ScrapeUnblocker anti-bot API

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI coding tools.

Monitoring that agents set up for themselves — cron jobs, CI/CD pipelines and AI agent runs.

Serverless edge control plane to discover, route and monetize 14,982+ MCP tools.

Free developer subdomains with DNS, catch-all email, and webhook capture, managed via MCP.

Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec.

FinOps MCP: query allocated, correlated cloud and AI cost across AWS, GCP, Azure and Snowflake.

Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.

The Universal Agent Gateway (UAG) enables in-process agentic automation using Form.io.

x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT pass.

AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents

Reference MCP stdio server for observing Vercel projects and deployments.

Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostics.

Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle resources, and tags.

Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.

Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1

MCP server for managing Docker containers, images, networks, volumes, and registries

How engineers pronounce developer jargon — 1,903 confidence-tagged entries with citations.

JVM dependency intelligence for AI assistants via Maven Central

Operate local-ydb deployments through local or SSH-backed MCP tools.

Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.

SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.

One MCP server for the whole media stack: Radarr, Sonarr, Prowlarr, Bazarr, Jellyfin, Seerr

Offline verification of local evidence carriers, fleet briefs, and hash-only trade-safety receipts.

Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.

Generate tailored, ATS-optimized resume PDFs and cover letters from a job description, over MCP.

Prior art for AI agents. Ask a claim index before retrying a known failure.

Manage Coder workspaces, templates, and cloud development environments

Makuri (EU AI tutoring for immigrant children): 11 tools, 2 interactive panels, no user data.

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation.

Unofficial MCP Server for Scaleway Serverless Functions

Agent memory engine — 86 MCP tools, self-hosted, single Rust binary

WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, bypass AI

Read-only GCP tools for debugging incidents and finding cost savings

Self-healing web access for AI agents — recovers through bot blocks, captchas and JS pages.

Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

Self-hosted knowledge backend for AI agents with hybrid search and MCP tools

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.

Azure Resource Manager inventory & ops for AI agents — governed, confirmation-gated.

Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.

Oracle Cloud discovery + Terraform generation for AI agents — read-only, secret-safe.

Manage Percona PostgreSQL + PgBouncer on Kubernetes — safe-by-default access modes and guards.

MCP tools for drdeploy: scan deployed sites, list, get findings, check status.

Read-only SSH server diagnostics via a fixed 38-command whitelist; secrets redacted, no write path.

The AI-powered toolkit that grows your YouTube channel on autopilot

Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools

Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.

JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.

Self-hosted file host: upload a file, get a public URL an agent can paste into a pull request.

MCP server for Amazon S3 and S3-compatible endpoints (LocalStack, MinIO). Single Go binary.

Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI coding tools.

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

MCP server for Docker — containers, health checks, Compose, logs, monitoring for AI agents

CNCF release intelligence: typed changes from release notes; check_stack compares versions locally.

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN earnings

MCP server for Duplicacy — monitor backup status and Prometheus metrics

MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management

MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints

MCP server for Pumperly — query fuel prices, find stations, and plan routes

MCP server exposing Spinnaker CD platform via Gate API for pipeline and deployment management

MCP server for Telegram Archive — search messages, browse chats, and access history

Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.

See where your cloud and AI bills go, and spend less. Local-first, in your terminal or editor.

Deterministic security layer your AI can't be. 462 rules, 39 tools, CLI + doctor + host audit.

MCP Server for understanding, managing & troubleshooting your GCP environment.

Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown.

Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.

Cloudflare MCP: DNS, Zones, Workers, KV, R2, D1, Pages, WAF, SSL, Email, AI via REST API v4

Complete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API

Manage Pi-hole v6: DNS blocking, domains, clients, query analysis, DHCP, and multi-instance sync.

Inspect and manage a homelab over MCP - status, Docker, ports, backups - without shell access.

Generate a ServiceBricks C# .NET microservice as a ZIP file.

Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does not expose.

Safe Discord access for reading guild data and optionally managing bot messages

AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.

No-KYC offshore hosting an AI agent runs end-to-end: no-email signup, crypto, domain, VPS, deploy.

eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging

Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom domains.

Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

AWS Payment Cryptography via MCP — keys, PIN/MAC/CVV/ARQC, PCI guards, HSM migration analysis.

Cloud region data for AWS, Azure, GCP, OCI & more. Query by location, compliance, GPU.

Oracle Cloud Infrastructure pricing data with cost calculators and comparisons

One PAT, any MCP agent: Vercel, GitHub, Cloudflare, Supabase, GCP — unified dev infra gateway.

Publish HTML or Markdown to a public URL in one call. Zero config, auto-registers on first use.

Austria's official company register (Firmenbuch) – master data, financials & ratios for AI agents.

German Handelsregister + Austrian Firmenbuch for AI agents: master data, financials & ratios.

Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.

Serverless functions for coding agents. Deploy, invoke, monitor. 13 tools, stdio or remote SSE.

Safe Kubernetes access for AI agents via MCP. Read-only by default, with explicit permission modes.

Self-hosted operating layer for AI agents: knowledge, continuity, coordination, and governance.

Server security audit (413 checks), hardening, and fleet management across 4 cloud providers.

An MCP server that provides access to FedRAMP 20x security requirements and controls.

Publish to self-hosted WordPress from AI agents: markdown, images, SEO, and Notion sync.

Query WHOIS/RDAP information for domains, IP addresses, CIDR prefixes and ASNs. Self-hostable.

An open-source API for collecting and managing contacts and signups.

Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.

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

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

Self-hosted artifact publishing: POST HTML/JSX/Markdown/zip, get an unguessable URL on your domain

Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.

MCP server for the Hetzner Cloud API — servers, networks, volumes, firewalls, and more.

Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API

Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.

Sandboxed Python execution for AI agents. PEP 723 inline deps, multi-version Python, zero pollution.

SSH & Kubernetes access broker for AI agents; the model never touches a credential.

Mermaid to assets. Source code to maps. MCP for agents.

A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

See what's on your ports, the processes behind them, and diagnose conflicts and leaks.

Deploy to IBM Code Engine from Cursor, Copilot, Claude & Cline. Build, push, deploy via MCP.

Explain any lockfile or workflow-pin change: bumps, vulns, ages, deprecations — 61 formats

Open-source artifact sharing for AI agents: private, branded, zero-knowledge links.

Real-time DNS security analysis — DNSSEC, email auth, and RDAP. Built for SOC investigations.

Remote ChromaDB vector database MCP server with streamable HTTP transport

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP server.

Read-only Model Context Protocol MCP server enabling code-driven AI analysis of Kubernetes clusters.

Agent Workflow Engine — multi-step MCP workflows with per-step directives and validation.

Security scanner and graph for agentic infrastructure — agents, MCP, runtime, and blast radius.

Python MCP server for AWS CLI inspection and operations

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

IMAP/SMTP MCP server for Email with composite tools. Multi-account, auto-discovery.

Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.

Markdown-first MCP server for Notion API with 8 composite tools and 39 actions.

Telegram for AI agents: messages, chats, media, and contacts in bot and user-account modes.

MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Open-source MCP server for AI agents: web search, content extraction, and library docs.

MCP server for Proxmox VE management (VM, LXC, nodes)

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

Many stdio MCP servers from one container, published over HTTPS with OAuth 2.1 for any MCP client

MCP tools from three.ws: free + paid text-to-3D, rigging, agent reputation, market intel.

3D AI Agent Avatar — render any GLB, give it a Solana wallet, a voice, and pump.fun powers.

Trending agents and coins, the $THREE holder leaderboard, and the site-wide activity ticker.

Browse the AgenC on-chain task marketplace, query the agent registry, and link identities.

Self-custodial pump.fun sniper: arm strategies, snipe, manage positions. Simulate by default.

Governed x402 payment sessions: pay any endpoint with budget, allowlist & per-tx caps, no key.

Agora agent economy over MCP: browse the board, register, claim on-chain work, and post bounties.

Create, update, and delete pump.fun alert rules and read fired-alert history across channels.

Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.

Generate a paste-ready embed for a floating 3D avatar chatbot on any website.

Text-to-speech, speech-to-text, audio-to-face lipsync, and motion-capture clips for 3D agents.

Set autopilot scopes and a daily SOL spend cap, then propose, execute, and undo agent actions.

An agent's account economics — plan quotas, metered usage, invoices, receipts, and earnings.

List LLM providers and run chat completions through the three.ws multi-provider router.

Play three.ws Coin Clash — read the faction battle board and leaderboard, enlist, and rally.

Ask any website's AI concierge a grounded question, and generate the embed to add one to a site.

Manage copy-trade follows — follow leaders, tune sizing and guard rules, and track fees owed.

IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

Coin smart-money scores, wallet reputation, signal feeds, and KOL leaderboards.

Per-wallet KOL deep dive — a tracked trader's portfolio P&L and its trades on a given mint.

Browse the community 3D-creation gallery, fetch a creation with its viewer URL, and submit it.

Browse and discover the public three.ws agent marketplace and skills catalog. Read-only.

Deploy AI agents on-chain on Solana with an EIP-8004 identity. Deploy fee funds $THREE buybacks.

On-chain identity for AI agents: resolve .sol names, reverse-lookup wallets, check handles.

Read the inbox, mark items read, manage delivery preferences, and register Web Push devices.

An agent's trading state — portfolio value, PnL, live balances, trade feed, and signed transfers.

Append-only, signed, on-chain-verifiable agent action log — record and audit what agents did.

Free, read-only pump.fun + Solana MCP: token discovery, on-chain analysis, SNS, 3D snapshots.

Compose a placed 3D diorama from one sentence, export a forged world, browse saved scenes.

Discover signal feeds ranked by proven edge, rank publishers, and subscribe + track results.

Price, hold, and burn $THREE on Solana — the first MCP server whose actions burn a token.

3D avatars, embeds, glTF tools, agent memory, and on-chain agent identity from three.ws.

Turn text or an image into an animation-ready 3D model (GLB): generate, rig, animate, retexture.

Free text/image → 3D: generate, rig, avatar-ify, and refine GLB models. No auth, no payment.

Give your AI agent an x402 wallet: discover and pay for services in USDC, or earn from your own.

three.ws 3D avatars in your agent: render a live, interactive 3D avatar inline, or get an embed.

Free pump.fun and Solana token discovery and on-chain analysis tools, by three.ws.

Discover and price paid agent services across the live x402 network, by three.ws.

Read a Pay-As-You-Learn tutoring session's itemized tab and close it for an attested invoice.

Read the three.ws vanity-address market: quote difficulty + USDC price, browse the board.

Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.

Pay any x402 endpoint on the open web: auto-paying bridge with Bazaar discovery and spend caps.

Self-custodial x402 wallet for AI agents: pay any service in USDC or $THREE from your own key.

Microsoft Graph MCP server — 85 tools for mail, calendar, Teams, files, SharePoint, and Entra ID

Analyse robots.txt content and report whether a path may be crawled.

MCP server for Talos Linux — resources, services, logs, health, config, lifecycle via gRPC.

Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki

Live Monero (XMR) network metrics: reorgs, orphan blocks, mining-pool centralization.

A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants

A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents.

Aggregate multiple MCP backends behind a single stdio endpoint with namespaced routing.

Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals, and audit trails.

MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

AWS S3 MCP — list buckets, browse objects, upload/download, presigned URLs.

Unlimited agent mailboxes — create identities, read/wait for mail, extract OTPs, send email.

Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.

Author, validate, debug, and explain OPA Rego policies through any MCP-compatible client.

Local runtime provenance for coding agents. Inspect sessions and explain which one owns a process.

The bridge from K2 agents through Wrangler to your master AI - safe, approval-gated Cloudflare ops.

Safety-gated AI control of Docker and Colima: containers, images, volumes, networks, Compose.

Safe-by-default UniFi MCP: Network + Protect + Access, multi-site, dry-run, audit log.

Offline PineScript v6 → C++ backtests at deterministic TradingView parity, run locally via MCP.

Offline PineScript v6 → C++ backtests at deterministic TradingView parity, run locally via MCP.

Self-hosted MCP server: audio stems, mastering, MIR analysis, DSP, MIDI, speech tools.

Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.

Self-hosted MCP server: run OpenAI Codex CLI prompts and manage workspace files.

Self-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).

Self-hosted S3-compatible object storage server with an MCP interface for AI agents.

Self-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.

Self-hosted MCP server: pi-coding-agent tools (run_prompt, file ops) over streamable HTTP.

Self-hosted MCP server for time-series forecasting and tabular ML via foundation models.

Self-hosted MCP for owned-site SEO, search analytics, indexing, monitoring, and safe remediation.

Self-hosted MCP server for stealth browser automation with human-like OS-level input.

Self-hosted MCP server for speech: ASR transcription, TTS synthesis, and file staging tools.

Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.

Self-hosted MCP server: technical indicators + smart-money-concepts from OHLC bars.

MCP server for the Longhorn distributed storage manager API, with a --read-only mode.

Safety-first Terraform: confirmation-gated apply/destroy, risk & cost analysis, drift detection

MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, groups, stats

Azure FinOps MCP: cost, budgets, forecasting and optimization for Claude, VS Code and Cursor.

Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.

Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

Consequence evaluation for AI agents. Check recoverability before destructive actions.

Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.

Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows.

MCP server for Homey Pro: 60 tools for devices, flows, energy, and Z-Wave/Zigbee diagnostics.

Docker container management and Dockerfile analysis

Fail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP.

Remote MCP server for RunComfy Serverless API (ComfyUI): deployments and async inference.

Multi-site analytics as tools: GA4, Search Console, Cloudflare edge, PageSpeed, insights.

The open-source talent graph for humans and AI agents. Find developers.

Fetch transcripts, subtitles, chapters, metadata and frames from YouTube and 10+ video platforms

Stdio MCP bridge for SandBase Harness agents, sessions, turns, artifacts, and cancellation.

SOTA 2026 Yahboom Raspbot v2 ROS 2 MCP Server

334 free developer tools for AI agents. No API key needed.

MimiOps is an opinionated MCP server for Kubernetes

Conversational Windows disk cleanup (whitelist-only) + device cleanup guides in 7 languages.

Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.

Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).

Aggregates and proxies other MCP servers, letting LLMs discover, add, and manage tools at runtime.

MCP server for managing Naver Cloud Platform (Ncloud) infrastructure

Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.

Email infrastructure and authentication for developers: domains, inbox routes, auth apps, deploys.

MCP tools for testing mobile and TV apps on iOS simulators, Android phones, and Apple/Android TV.

Operate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients.

Inspect a page for Cloudflare Turnstile free, and clear Turnstile and WAF challenges.

Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.

SQL-native query and provisioning engine for cloud infrastructure, served over MCP.

Playwright MCP-compatible browser automation bridge for CloakBrowser Chromium.

Ship and edit static sites from any MCP-compatible AI. The AI is the brain; Krexel is the hands.

Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.

Manage Apache Kafka on Kubernetes via Strimzi. Clusters, topics, users, connectors, MM2.

Git branch for your cloud. Understand AWS risk, prove fixes, and ship safer changes.

Cross-cloud GPU orchestration CLI.

Prose linter + AI-slop detector: weasel words, passive voice, hedging, and research-cited AI tells

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

MCP server for AWS Elastic Beanstalk: read the fleet; --allow-writes adds two-phase writes.

Secure Kubernetes MCP server: scoped, redacted diagnostics and human-approved writes

Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.

Unofficial Partner Center REST API knowledge & codegen assistant (scenarios, auth, errors).

Kubernetes port forwarding for local development with automatic /etc/hosts entries.

Security audit for docker-compose.yml — 25 checks: secrets, privileges, network, volumes, images.

Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain, hygiene.

kube-linter audit for Kubernetes manifests — 63 checks: security, availability, RBAC, network.

Open-source web scraper for AI agents with scrape, crawl, and map tools

Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.

Dokploy MCP server for Codex, Cursor, and Claude with compact stdio and hosted HTTP modes

vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.

WebWeaver Nexus services for MCP hosts: waitlist signup (with UI), product overview, contact info.

327 tools, 92 providers. Pay per call via x402 + MPP. One MCP endpoint.

Local QMD search and bounded index maintenance through a Streamable HTTP MCP server.

Anchor AI FinOps to real, live cloud pricing — AWS, GCP & Azure public and enterprise rates.

Cloud architecture and migration planning with costs, controls, evidence, and deployable IaC.

vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.

Persistent project context for xAI Grok. IANA-registered .faf format.

Validates AI infra code on real VMs. Self-corrects until it works. No containers, no sandboxes.

MCP server for AI agents to plan, verify, and deploy Cloudflare-native apps.

Host files from coding agents; stage on a branch and attach to GitHub PRs.

MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.

The agent-native cloud: database, functions, AI, storage, computers. 50 tools, one API key.