Automation MCP Servers

Rust MCP server and CLI for Apprise notification fan-out across dozens of delivery backends.

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

Rust MCP server and CLI for Gotify push notifications and message management.

Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI.

Apprise notifications over MCP and CLI with authenticated stdio and HTTP transports.

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

Gotify notifications and app, client, and message management over MCP and CLI.

Tailscale device, route, DNS, key, user, and ACL management over MCP and CLI.

Rust MCP server and CLI for UniFi Network controller operations.

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 Tailscale devices, users, keys, policies, and auth.

Rust MCP server and CLI for UniFi Network controller operations.

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

Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related apps over MCP and CLI.

Rust MCP and CLI server for Sonarr, Radarr, Prowlarr, Plex, Jellyfin, and download clients.

Schedule and publish social posts to 11 platforms with media, campaigns, analytics and AI captions

PreClick scans links for threats and confirms intent match with high accuracy before agents click.

PreClick scans links for threats and confirms intent match with high accuracy before agents click.

Hosted MCP server connecting claude.ai, ChatGPT and other AI apps to your own computer

Control real, physical iPhones with AI: screen reading, human-like touch, no jailbreak.

Safety-first MCP server for Discord with privacy-safe reads, audits, and reviewed administration

Grounded, safety-checked appliance operation packages for robots and agents. Zero-config trial.

Turn agent intent into physical parts: engineering review, measured geometry, calibrated pricing.

Windows GUI automation on a hidden second desktop, driven from Claude Code over MCP.

Build owned-audience websites: pages, posts, products, subscribers, ShopMy/Shopify imports.

E2LLM gives your AI eyes and hands in a real browser: structured perception (SiFR) plus action.

Automate 1,000+ services from any MCP-compatible AI agent: build Applets, run actions and queries.

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

Build, run, monitor, and control Puppetflow browser automations from AI clients.

Watchdog for unattended AI agents: alerts, evidence checks and a verifiable proof per run.

Run Scrapeer visual web-scraping flows from AI agents.

52 MCP tools for AI social media: create, distribute, analyze, and optimize content.

Search Sunex lenses and imager sensors, match compatible optics, get pricing. No API key needed.

Read and write a self-hosted Perfex CRM from an AI agent: 148 permission-filtered tools.

Read-only global event and evidence intelligence with entities, assets, and impact paths.

Managed TikTok/Instagram/YouTube accounts + video posting at scale, operated by human managers.

Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions via Zapier.

23 MCP tools: compliance, verification, messaging, booking and US contract search. 13 keyless.

Find real businesses and book appointments. Books via Cal.com; imports 12 platforms.

Verify a company on official registries (GLEIF LEI, SEC EDGAR), screen sanctions. Free.

TCPA/GDPR/CASL compliance + sanctions & registry screening before you act. Free, no key.

Sanctions screening against OFAC SDN, the EU Consolidated list and the UK Sanctions List.

Send WhatsApp, SMS, email or voice to real businesses. TCPA/GDPR/CASL gate built in.

Hire a real human for real-world verification, product testing, AI output review, and errands.

Post, schedule, reply and measure across X, LinkedIn, Instagram, TikTok, YouTube, Threads, Bluesky

Quality-ranked, cross-platform directory of AI coding skills, plugins and MCP servers.

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

AI-native ERP MCP: ES/EU fiscal compliance (VeriFactu/TicketBAI/Facturae), invoicing, tax, banking

Universal AI API Orchestrator — 1,554 tools, 96 services. One install.

ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.

400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.

MCP server for URL shortening and management

Native Safari browser automation for AI agents — 97 tools, zero Chrome overhead.

Find YouTube outliers, videos that beat their channel's own baseline, on your own free API key.

Free, local MCP server that audits ClickUp, Slack & Teams for work that slipped through.

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.

Auditable equity research and fail-closed broker execution for US and Indian cash equities.

ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics

95 typed Typesense operations for AI agents through an MCP server that is read-only by default.

Delivery-readiness QA and full official + Tapir API access for a running Archicad 29.

Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis.

Config-driven branch and release helpers for Git repositories

Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.

MCP server — control remote desktops via VNC with a native Swift daemon and Apple Vision OCR

Durable MCP control plane for long-running Codex Desktop tasks.

Audit Make.com blueprints before importing: hardcoded secrets, dangling refs, risky settings.

For Zapier integration developers: inspect, lint, and validate zapier-platform-cli projects.

Automation discovery: search Zapier's app directory and find popular Zap templates between apps.

Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iOS without jailbreak.

Windows desktop automation that re-reads only what changed: 7x fewer tokens per task.

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

Pay-per-call agent tools over x402: site audits, llms.txt generation, wallet watch, catalog.

Paid TaskMarket bounty data MCP: first 10 calls/mo FREE per wallet, then $0.001/call USDC (x402).

Exactly-once execution guard for AI agents. Prevents duplicate payments and webhooks on retry.

Trello Model Context Protocol (MCP) Server for AI Agents

Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from your AI assistant.

Turns a phone into a camera+Bluetooth remote so AI assistants can see and control any PC.

BrowserStack's Official MCP Server

SSH server management for agents, with per-server read-only and allowlist security modes

Headless Screaming Frog SEO Spider via its CLI: run crawls, export and filter data, no GUI needed.

MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

Caller-owned Discord operations for AI agents with 209 typed tools and verifiable guild builds.

Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools.

MCP server for generating advanced mock 2D PNG assets for game prototypes.

Control macOS system settings, apps, windows, audio, displays, screenshots, and Focus mode via MCP.

Store, query, and create YAML workflow playbooks for LLM agents.

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI

MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.

Calendar workflow engine for time off, approvals, and quick actions on any calendar backend.

Huly MCP: feature-complete MCP server for Huly integration

LinkedIn for AI assistants — search, profiles, jobs, feed, messaging, and gated writes.

Give an agent a wallet. Pays for x402 resources within hard limits. Base + USDC, gasless.

65-tool Excel MCP server. Read, write, format, and export .xlsx files. Windows-first.

46-tool PowerPoint MCP server. Build, edit, and export .pptx files. Windows-first.

50-tool Word MCP server. Document assembly, tracked changes, and export. Windows-first.

A security-focused MCP server for self-hosted n8n Community Edition.

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

Drives a real Android device over ADB and attaches the resulting screen to every action.

Read-only Mac mini AI operator setup offer with queue, pricing, and buyer-route tools.

An AI agent that runs your Avito account — 148 tools for chats, listings, promotion, orders.

Agent-native MCP server for driving, inspecting, and asserting on real Electron desktop apps.

MCP control plane: local server discovery, profiles, capability bundles, and policy audits.

Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.

MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.

Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist

AI-powered invoice automation. Create invoices, track payments, and manage cash flow.

AI e-commerce operations. Inventory, pricing, segmentation, and analytics.

Every App Store Connect + StoreKit 2 endpoint. 890 tools in 13 profiles, narrow to 27.

Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server on stealth Chromium.

Plain-English analysis of robotics, drone, and IoT data, with intelligent edge data reduction.

Windows-only headless LLM task automation engine with scheduling via Windows Task Scheduler.

Manage your Plesk hosting server using AI assistants.

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

Cross-OEM industrial machine intelligence: identity, normalization, automation, attestation.

Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, verify signups.

MCP server for Google Sheets API — read, write, format, batch operations.

MCP server for Jira Cloud — issues, search, comments, attachments, transitions.

The open-source review layer for AI agents. Work done for humans is decided by humans.

Open-source MCP server for Google Ads & Meta Ads — manage campaigns from any AI assistant.

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

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

Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.

Read-only MCP for the SQL database behind an ERP: provably read-only guard, public benchmark.

SAP S/4HANA and ECC: OData V2/V4, IDoc and RFC/BAPI for n8n and other MCP clients

400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.

Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.

MCP server for Safari DevTools — browser debugging and automation for AI coding agents

The most complete ClickUp MCP server — 161 tools + clickup_raw for the full v2/v3 API.

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

Manage self-hosted n8n (incl. queue mode): workflows, executions, users, audit — 51 tools.

Publish, schedule and analyze social posts across 9 platforms via the Post for Me API.

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

Governed MCP runtime for the Apple ecosystem, available on macOS with per-call approval.

Open-source MCP server for Power BI Desktop, DAX, PBIP, TMDL and PBIR automation.

A Model Context Protocol server for use with Tauri v2 applications

Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.

Apple Mail MCP server with full-coverage FTS5 body search, reliable on large mailboxes.

AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools

Google Ads, Meta Ads & GA4 MCP server - 250+ tools for campaigns, creatives, audiences & reports.

Automated web QA via Chrome DevTools MCP — a11y, security, visual, env diff, CI; Aegis redaction.

MCP server for the Discord REST API: 5 read tools always on, 7 write tools env-gated, default off.

Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.

Local task scheduler and worker manager with MCP integration for Claude Desktop.

A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, QoS, IPv6, wireless.

Manage Trello boards, lists, and cards from any MCP-compatible AI assistant

List, create, update, and delete events in Apple Calendar on macOS.

Inspect and search Apple Contacts on macOS, and resolve a contact into a message-ready recipient.

Inspect and manage local files and folders inside allowed roots on macOS.

Search places, estimate routes, and build Apple Maps links on macOS.

Read, search, compose, and send emails via Apple Mail on macOS.

Inspect, search, create, edit, move, and organize notes in Apple Notes on macOS.

List, create, update, complete, and delete reminders in Apple Reminders on macOS.

Read Messages history on macOS and send or reply through Messages.app.

List, inspect, and run Apple Shortcuts on macOS.

Read and manage macOS system settings and perform scoped desktop actions.

Unified Apple ecosystem MCP server for macOS: Mail, Calendar, Notes, Files, Messages, and more.

Professional MCP server for video editing automation with OpenCut.

Local MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback.

Lets Claude drive your REAL mouse, keyboard and screen - works in your own logged-in apps.

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

Hands your live Chrome tab to any MCP client — snapshot, navigate, click, type, extract.

Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops

macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud/Google/Exchange.

SSH, SFTP, PTY shells, host-to-host copies and remote screenshots for AI agents. One Rust binary.

Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.

SAP GUI for Windows automation for AI agents - 59 structured tools via SAP GUI Scripting API

MCP Server that turns your AI agent into a localization expert with token-efficient i18n translation

Administers Linux via typed, approval-gated actions with an Ed25519-signed audit trail.

LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.

Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zero-token replay.

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

Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mailbox management.

Build and update a visual operating cockpit for AI-native solo founders.

MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.

Generate visual AI automation workflows from any MCP client. No API key required.

Manage Substack publishing, subscribers, analytics, reader feeds, comments, and images through MCP.

MCP server that bridges local apps with Selenix for browser automation.

MCP server for Chipotle - let AI agents order burritos, bowls, and more

MCP server for Delta Airlines - search flights, check status, manage trips

MCP server for DoorDash - let AI agents order food delivery autonomously with browser-based ordering

MCP server for GrubHub - let AI agents order food and manage restaurant delivery autonomously

MCP server for Instacart - let AI agents manage grocery shopping and place orders autonomously

MCP server for Kroger - search products, manage cart, place grocery orders

MCP server for OpenTable - let AI agents book restaurant reservations and manage dining autonomously

MCP server for Panera Bread - browse menu, customize orders, place pickup

MCP server for Southwest Airlines - search flights, manage bookings

MCP server for Spotify - let AI agents control playback, search music, and manage playlists

MCP server for Taco Bell - browse menu, customize orders, place pickup

MCP server for Uber Eats - let AI agents order food delivery

MCP server for Venmo - check balance, send/request money, view history

MCP server for Walmart - search products, manage cart, track orders

MCP server for Yelp - search businesses, read reviews, make reservations

Access Mastercard Developers APIs, documentation, and API specifications through MCP.

Inspect, validate, upload, and submit Microsoft Forms responses

Record any browser page as GIF or video via MCP

AI bookkeeping agent for Japanese accountants — auto-classifies freee/Yayoi/MF/TKC transactions.

Meta Ads MCP by ScaleForge — control Facebook & Instagram Ads via Graph API v24.0. 32 tools.

Send transactional email, run campaigns, manage contacts and automations, audit deliverability.

Find and enrich leads, run multi-channel outreach, and manage the sales pipeline.

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

Detect, review and fill existing PDF forms from JSON or Excel; reuse saved templates

Secure local-first MCP server for licensed ArcGIS Pro and ArcPy on Windows.

🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standards. 🛡️ Quality Gate ✨

Spec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.

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

Your saved nanoodle workflow graphs as MCP tools — BYOK or pay per call in Nano (x402)

Connect any AI agent to 11+ social platforms: schedule, publish & track posts via hosted MCP.

Drive a real iPhone via macOS iPhone Mirroring; Xcode build/test automation for sims and devices.

Open-source MCP server for PrismHR. PEO workflow tools + Microsoft 365 connectors.

X/Twitter automation MCP: scrape, post, schedule, analyze, engage. No API key required.

PDF MCP server: generate PDF/A, sign & verify PAdES (LTV), forms, merge, split, encrypt. 28 tools

Build agents to automate any background task. Works with your ChatGPT/Claude subscription.

NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.

Monitor MCP, CI, and HTTP targets with health history, TLS expiry, assertions, and diagnostics

SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.

Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.

Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.

Zotero MCP server: local-first search, library checks, and preview-first writes for AI agents.

Expose declarative YAML-defined workflows as MCP tools over stdio

A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants

Manage a Panelica hosting panel in plain English - 404 scoped, HMAC-signed tools.

Security-hardened NotebookLM MCP with post-quantum encryption

A lightweight, multi-guild Discord MCP server with 95+ tools

Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.

Local-first social MCP: an agent drafts and schedules posts; you approve before anything publishes.

One prompt, a native post per network: TikTok, Instagram, YouTube, LinkedIn, X. Free, no card.

AI-orchestrated calendars, contacts & tasks across any DAV platform. 27 tools, field-agnostic.

n8n MCP — query your own n8n instance (BYO).

Find LinkedIn jobs and people, research companies, manage network, posts, and messages with MCP.

Focus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.

Unofficial local MCP server for Livespace CRM with read tools and guarded writes.

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

Command wrapper MCP server for coding agents, compression, workflows, and local automation.

macOS Calendar and Reminders MCP server (29 tools). Native Swift EventKit, iCloud/Google/Exchange.

Deterministic, persistent graph server for tracking workflow state, decisions, and blockers.

MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event streaming

Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.

Manage social publishing workflows through OpenPost

Automate Google NotebookLM — Q&A with citations, audio, video, content generation

The most complete MCP server for n8n — 43 tools for workflows, data tables, and more.

Read the MindForge engine over MCP: knowledge graph, project health, and audit log.

SOTA 2026 Yahboom Raspbot v2 ROS 2 MCP Server

MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.

One MCP server that replaces 75+ — 274 tools in a single exe, smart-loaded.

Query your Corral-organised local mirror of cloned GitHub repositories. Zero network calls.

Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.

Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.

MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.

SHAFT browser automation, capture, and offline deterministic failure diagnosis

Open-source MCP server with browser automation and knowledge packs for AI agents

AI-powered browser automation — navigate, click, fill forms, and extract data from any website.

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

Control iOS and Android devices with multi-device and seamless Native/WebView support.

AI debugging with 980+ verified fixes. Search the YanHui KB — never repeat a mistake.

Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.

AI-optimized patent data marketplace providing structured JSON datasets.

Agentic job hunt: scan careers pages, score against your resume, draft applications. Never applies.

Connect Taskade to any AI assistant — 62 tools: projects, tasks, agents, agent chat, webhooks.

AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ tools.

MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 tools

Delegate real-world actions from Claude Code, Codex, and other agents to Hermes Agent.

Connect your AI to social media. Create, schedule, and publish posts to 9+ platforms.

OpenAPI lifecycle guard and MCP sidecar for policy-driven API orchestration.

Stealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.

USB-HID keyboard/mouse (Pico 2, open firmware) as MCP tools; --mock runs with no hardware

PowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows only.

Windows UI Automation MCP server for desktop inspection and element lookup. Windows only.

MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development

95 typed Typesense operations for AI agents through an MCP server that is read-only by default.

Devil's-advocate QC API for AIs: post a decision, get strongest counter-argument. 0.1 USDT/call

GitHub Actions workflow security audit - 21 checks: pinning, permissions, secrets, injection.

Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, signed URLs.

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

MCP server for Coda API — docs, pages, tables, rows, formulas, permissions, and automation.

Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 60 MCP tools.

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 33 MCP tools.

VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 28 MCP tools.

VMware compliance scanning (CIS, vSphere SCG, GB/T 22239, PCI-DSS) with drift detection.

Shared memory for AI agents. One address per fact, one signature you check. No key to read.

244 WhatsApp Business AI tools for messaging, automation, marketing, CRM and Shopify

MCP server for Front: conversations, contacts, messages, tags, and inbox workflows.

Open-source computer use for macOS agents.

Query alive-analysis history from any AI client. Tools: list, get, search, dashboard export.

HVAC equipment RFQ management - submit quotes to distributors

Local-first Apple Notes backup control room for macOS with a read-only MCP surface.

AI-powered native browser with 12 MCP tools. ~30 tokens per page.

Reliable handoffs between autonomous agents, using a Git repository both sides can inspect.

Batch-dispatch coding tasks to Google Jules: 50 parallel sessions, plan approval, PR collection.

Generate Multisim circuits, run simulations, export data, and create experiment reports.

MCP-native workflow engine: teach agents your processes once, they execute them consistently.

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 29 MCP tools.

VMware compliance scanning (CIS, vSphere SCG, GB/T 22239, PCI-DSS) with drift detection.

Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.

Store, retrieve, and pin encrypted files on IPFS via MCP tools for AI agents and workflows

Governed AI agent marketplace on Signomy. Register agents, fill slots, earn under MO§ES governance.