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.

Read and edit Mahonia backpacking gear lists via share and edit links; no account needed.

Provision and manage Krova Cloud Cubes — Firecracker microVMs with root access and no public IP.

Log and query 3D prints, printers, filament, and projects on 3dprintlog.com, and search its docs.

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.

Commerce preflights, Walmart mappings, D365 authorization, and offer checks; no external writes.

Authorize consequential AI agent actions before execution

Schema-aware read/write access to Dynamics 365 through Devart dotConnect ADO.NET data provider.

Schema-aware read/write access to QuickBooks Online through Devart dotConnect ADO.NET data provider.

Schema-aware read/write access to Salesforce through Devart dotConnect ADO.NET data provider.

Schema-aware read/write access to Salesforce Marketing Cloud via Devart dotConnect.

Schema-aware read/write access to Zoho CRM through Devart dotConnect ADO.NET data provider.

Schema-aware read/write access to Zoho Desk through Devart dotConnect ADO.NET data provider.

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

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

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.

Build, version and render resumes as PDFs from Claude or any MCP client.

x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.

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

Free AI-readiness audit of any URL: AI crawler rules, JS-free text, JSON-LD, llms.txt. Tool catalog.

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.

Manage monitors, status pages, incidents and maintenances in your openstatus workspace.

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.

Agent edits await review by default in a self-hosted workspace for documents and databases.

Search the Wraps docs and estimate AWS SES costs. Public, read-only, no authentication.

Send email through your own Amazon SES account, and check domains, suppressions and sandbox status.

FinOps agent MCP: allocated AWS, GCP, Azure, Kubernetes, SaaS & AI cost for Claude or any agent

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.

Agent-to-Agent (A2A) + Model Context Protocol (MCP) hub for peptides.

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

Reference MCP stdio server for observing Vercel projects and deployments.

Why is my Windows drive full? Free space safely, within limits you set. Never deletes permanently.

Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.

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

Read-only MCP server for Depot (depot.dev): CI failure diagnosis, build forensics, and usage.

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

Cloud DevOps analysis with guarded Git, infrastructure, cloud and observability operations.

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

Detects database migration table locks, terraform cost leaks, and OWASP API flaws.

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.

Local-first SEO MCP: track AI citations, Search Console, GA4, PageSpeed, Cloudflare, IndexNow, CrUX.

Governed MCP: agent audit, provenance, deterministic checks, and receipt-backed FragGate execution.

One server, 39 tools, the whole media stack: the *arrs, Jellyfin, Plex, Seerr and download clients

Native MCP access to CRM contacts, organizations, deals and tasks with user permissions.

Typed decisions (choice, score, yes/no) from Laya, Julia-1 and clef-flash on your own GPU

Multi-zone MCP server for GKE/EKS/AKS: Python tools from git, NeMo guardrails, SSO, autoscaling.

Stateful, structured, safe shell sessions for AI agents over local, SSH, and Docker.

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

Local-first knowledge graphs from your documents: build, search (GraphRAG) and edit on your machine.

Prior art for AI agents. init wires DID/MCP; claim --yes puts DID on commons (ask alone does not).

Find AWS waste with your own read-only credentials. Runs locally. Nothing is sent to CloudWise.

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.

Inspect Cratis Chronicle event stores read-only by default; opt-in, authorized job control.

Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o

Unofficial MCP Server for Scaleway Serverless Functions

Connect Claude, ChatGPT, and Cursor to live WHMCS over MCP.

Agent memory engine — 102 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.

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.

Ozon Seller & Performance API, 156 tools; responses trimmed 476k to 64k tokens.

Wildberries Seller API, 197 tools; responses measured and trimmed: 770k to 75k tokens.

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

Deploy self-hosted OpenClaw to AWS, GCP, Azure or a local VM — a CLI and an MCP server in one.

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.

Safe-by-default MCP for OpenShift / Kubernetes: projects, pods, logs, deployments, routes.

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

Self-hosted email for AI agents: own IMAP/SMTP mailbox per key, allow lists, calendar invites.

CyberChef's 504 data-transformation operations as MCP tools: encryption, encoding, forensics.

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

Independent MCP server for SimpleLogin alias, mailbox, domain, settings, and account workflows.

Independent, community-maintained Trello MCP server. Not an official Trello or Atlassian product.

iCloud Mail, Calendar, Contacts, Reminders, Notes and Drive. Approval-first, self-hosted or local.

Semantic, format-aware diff of config files (JSON/YAML/TOML/INI/.env/XML/CSV) for AI agents

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

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

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.

Preview environments on your self-hosted Spawner server: a copy of your app for each git branch

Discover, evaluate, install, and validate generated websites for the self-hosted CodeY CMS.

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

Provider-neutral commons where AI agents register and exchange ed25519-signed messages.

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

Convert animated SVG code/files to video (MP4/WebM) or image (GIF/aPNG) with in-band delivery.

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

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.

MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

Community preview of HuaweiCloud DevKit MCP server (official: io.github.huaweicloud)

Deterministic security layer your AI can't be. 579 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.

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

OAuth MCP gateway. SI proxy with model aliases. Grok subscription as OpenAI-compatible API, no key.

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

Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.

Tells an agent what changed on a server since it last looked - status, Docker, backups, Proxmox.

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

Supply-chain malware scanner and MCP server: vet packages in 15 ecosystems before install, offline.

Deploy and manage apps, databases, volumes and domains on Hostim, an EU cloud hosting platform.

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, VPS, deploy, Tor.

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.

Read and operate a Comunio fantasy football team: squad, market, offers, lineup

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

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.

Self-hosted personal finance app with bank sync, budgets, net worth and investment tracking

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.

Hosts, metrics, Docker and authorized_keys over a macOS terminal's live SSH connections

UCI course search and registration planning: live sections, grades, prerequisites, conflicts.

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

Self-hosted Markdown memory for AI agents: notes you can read and edit, with hybrid search.

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

Turn URLs, files and text into media, transcripts, summaries, translations and PDF.

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

Agent bridge. Host-readable; anyone with the link can read and reply. Not for secrets.

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

Create, edit, share and export hand-drawn LetDraw diagrams, from code or a prompt.

Personal finance tracker: accounts, transactions, budgets, investments and analytics over OAuth.

One place for every AI agent's pages and docs: versioned links to share, search and update.

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.

Read-only attack-path tools: reachable routes to sensitive assets, and what a fix would cut.

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

A TypeScript MCP server for iCloud Calendar with native multi-VALARM support.

Social media calendar for AI agents: read channels, create drafts, request approval.

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.

Verify an isolated WPE WebKit runtime with native-input, DOM, PNG, and cleanup evidence.

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

MCP server for NetBox DCIM/IPAM with read-only and dry-run modes

MCP server for Oxidized network device configuration backups

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.

RFC 9110 x402 Solana compliance screening and micropayments gateway for AI agents.

Python MCP server for AWS CLI inspection and operations

Check a site before you share it: link previews, SPA refresh 404s, noindex, security headers.

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.

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

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.

Deploy full-stack apps with databases, storage, backups, logs, scaling, and rollback. 74 MCP tools.

Let your users work with their own data through an AI assistant, limited to what they can see.

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

Keep patient identifiers out of AI agent context — a local privacy boundary for healthcare agents.

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

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.

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.

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

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.

Extract durations, sizes, percentages and frequencies in one base unit, refusing ambiguous ones.

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 network metrics: reorgs, orphans, pool centralization and the Haveno order book.

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.

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

BuchhaltungsButler API v1: alle 54 Endpunkte als 46 sicherheitskategorisierte MCP-Tools

HubSpot API: 1,000+ endpoints as safety-categorized, hub- and plan-aware MCP tools, stdio or HTTP.

All 94 LearnWorlds LMS API endpoints as safety-categorized MCP tools (read/write/destructive).

Wafeq accounting API: all 251 endpoints as safety-categorized MCP tools, over stdio or HTTP.

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

Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.

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.

Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.

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.

Search and read the docs and examples of react-three-fiber, drei, zustand, jotai... from your agent

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.

Local Laya and Von typed decisions over TypeSafe-compatible MCP.

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.

Local-first temporal knowledge graph with six read-only MCP tools and human-reviewed writes.

Run Sherlock, Maigret, Holehe, GHunt, theHarvester, SpiderFoot and more OSINT tools locally

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 for RunComfy: ComfyUI deployments, hosted models, LoRA training. 31 tools.

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

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

Lets AI agents read the real source of any Maven dependency, decompiled from ~/.m2 or Central.

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

Shared, serverless, conflict-free knowledge-graph memory for AI agents

MimiOps is an opinionated MCP server for Kubernetes

Talos MCP is an opinionated MCP server for Talos Linux

MCP server for Azure Service Bus. Peek, search and replay dead-letter messages from any MCP client.

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

Read-only SQL, MongoDB, Redis and Elasticsearch access, switchable mid-conversation.

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).

Register a SaaS app's customer hostnames, show their DNS records and checks, recheck or delete them.

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

MCP server for Naver Cloud Platform (Ncloud) — Public, Government and Financial zones

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

Zero-config MCP server + CLI for ZSpace NAS: file ops and pool stats via the desktop client.

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.

Facts about Micah Boswell, product design leader in Dallas: work, writing, photography, profiles.

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.

28 pay-per-event tools for regulatory, sanctions, procurement, and corporate-registry monitoring.

Rank AWS, Google Cloud and Azure regions by grid carbon intensity and latency.

Read-only SQL queries and schema inspection for IBM Db2 for i over ODBC, JT400 or Mapepire (SSH).

Wraps any MCP server: identical write-tool calls run once, and every tool call is audit-logged.

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.

Free domains under makes.fyi or agentdomains.co for the sites and APIs AI agents build.

Open-source AI coworkers that show their work: approval before risky steps, a record of every run.

Manage Teletype support conversations, customers, messages, and workspace settings

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

Stealth browser automation for AI agents — real Chrome, N parallel persistent logged-in sessions.

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

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

Audit Dockerfiles for root users, baked-in secrets, curl-pipe-shell and unpinned base images.

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.

Webhooks for AI agents: send events, manage endpoints, inspect and retry deliveries.

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

Argo CD MCP server for MCP 2026-07-28: app status, sync, rollback, drift, logs, ApplicationSets

One MCP server holding a live session with every client's account at once.

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

WebWeaver Nexus services for MCP hosts: contact form (with UI), product overview, contact links.

MCP endpoint to APIbase catalog (https://apibase.pro/llms.txt). USDC: x402 Base, MPP Tempo.

Search can't find it; agents buy it here: measured numbers and data its sellers hold the rights to.

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.

Prior-art exploration for software projects; finds related patents, never judges infringement

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

AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login

Deep Apple Music curation: language-led selection, catalog grounding, and thoughtful listening flow.

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

Policy enforcement plane for MCP: every tool call ends in a verdict. Self-hosted, MIT.

Read live and historical IoT telemetry and actuate ESP32/Arduino hardware from a backend you host.

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

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

Publishes what an AI made — a page, a markdown or PDF doc, or a whole site — to a live HTTPS link.

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. 51 tools, one API key.