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MCP servers tagged automation

4.2K live MCP servers tagged "automation", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with automation.

4.2K
live servers
37
avg trust
89K
most stars
2301

3d Print Tools Editor

View, edit, and prepare 3D print files directly in your web browser with support generation and toolpath visualization tools.

34
2302

Claude Code MCP Harness

A supervised MCP orchestration bridge connecting ChatGPT Web with local Claude Code workers through policy-controlled execution.

34
2303

RECOVER — Safe Next-Step Decisions After Machine Failures

Deterministic next-step decisions after failed API, MCP, automation, or AI-agent actions.

34
2304

ReelsFarm

Create, manage, schedule, and publish short-form user-generated content through AI agents.

34
2305

Runifi

Rust MCP server and CLI for UniFi Network controllers, exposing REST-backed network operations through MCP, CLI, auth, and plugin packaging.

34
2306

Rgotify

Rust MCP server and CLI for Gotify push notifications, with stdio/HTTP transports, auth, Claude/Codex plugin packaging, and npm/GitHub Release distribution.

34
2307

testrigor-mcp

Manage test suites, run tests, view results, and automate QA workflows via AI with testRigor.

34
2308

Pandough

Flour-first dough plans: yeast, hydration, schedule from flour you own. No API key for plan tools.

34
2309

Cron Translator

Explain cron expressions in English, list next run times, and catch scheduling gotchas.

34
2310

Familia

Private family planner for schedules, tasks, checklists, attachments, and availability.

34
2311

Webhook Studio

Keyless webhook endpoints: capture, wait, replay, forward, and generate types from real traffic.

34
2312

Openlane MCP Server

MCP server for Openlane GRC: controls, evidence, policies, risks, workflows, and approvals.

34
2313

BugBug

BugBug skills and MCP workflows for AI agents

34
2314

JCAppleScript

Control macOS apps via AppleScript/JXA: sanitized commands for Messages, Mail, Finder, and more.

34
2315

Casper Tools

8 agent utilities: JSON inspection, regex, cron, hash, base64, URL, color, diff.

34
2316

INMETRO: Cronotacógrafo

INMETRO: Cronotacógrafo, official-source lookup. Platform-hosted, pay per query with prepaid credit.

34
2317

INMETRO: Cronotacógrafo (Detalhes)

INMETRO: Cronotacógrafo (Detalhes), official-source lookup. Platform-hosted, pay per query with prep

34
2318

Copa do Mundo 2026

Schedules and results for the 2026 FIFA World Cup in natural language: today's matches, kickoff time

34
2319

Process Street

Connect AI agents to Process Street workflows, tasks, runs, data sets, and operational records.

34
2320

io.github.xplainable/xplainable-mcp-server

Train, explain, optimise and deploy transparent glass-box ML models via workflow tools.

34
2321

Dooit

Read and run a user's task board: tasks, schedules, projects, and weekly/monthly/yearly goals.

34
2322

Genpark Agent Playground Redteam Eval Skill

Redteam hacking evaluator for Agent protection

34
2323

Competitor Price Monitor Skill

GenPark AI Skill - Analyze competitor pricing, detect price gaps and generate dynamic repricing recommendations with four strategy modes

34
2324

Genpark Flash Sale Optimizer Skill

GenPark AI Skill - Optimize flash sale timing, discount depth, inventory allocation and urgency messaging for maximum revenue

34
2325

Genpark Desktop Computer Use Skill

Desktop UI interaction sequence planner from screen desc

34
2326

Genpark Commerce Shipping Cost Estimator Skill

Commerce postal carrier shipping rate dynamic estimator skill.

34
2327

Genpark Faq Semantic Matcher Skill

GenPark consumer user query FAQ semantic search matcher skill.

34
2328

Genpark Cohere Enterprise Search Skill

Cohere-inspired enterprise semantic search with Embed, Rerank, and Command

34
2329

Openclaw Genpark Instant Storefront

AI-powered instant storefront & ad campaign generator skill for GenPark/OpenClaw. Inspired by Nas.com.

34
2330

Genpark Interactive Component Vibe Code Synthesizer Skill

Interactive UI component vibe-code generator & animated variant synth

34
2331

Genpark Pharma Specialized Document Rag Skill

Domain-specialized pharma RAG & compliance (Semmelweis style)

34
2332

Genpark Paradigm Adaptive Learning Skill

Paradigm-like goal-based adaptive personalized learning path

34
2333

Genpark Podcast Audio Transcript Summarizer Skill

Long-form podcast transcript key takeaway summarizer

34
2334

Genpark Meta Muse Token Pricing Estimator Skill

Muse Spark API cost tracker

34
2335

Genpark Realtime Customer Support Handoff Agent Skill

Tier-1 support agent with human escalation protocol (Gorgias style)

34
2336

Character AI Skill

GenPark skill: Automate virtual character creation, group chats, and roleplay via Character.AI.

34
2337

Genpark Agent Social

Human-AI agent co-existing social network protocol.

34
2338

Genpark Agentic Voice Video Ad Skill

Agentic Voice & Video Ad creator skill designed to generate interactive voice dialogue scripts and cinematic video prompts.

34
2339

Genpark Realtime Streaming LLM Token Cost Budget Governor Skill

Real-time token consumption monitor & cost budget governor

34
2340

Genpark Tax Rate Lookup Skill

GenPark AI Skill - Calculate US sales tax rates and totals by state and zip code

34
2341

Genpark Generative Seo Skill

Generative Engine Optimization (GEO) agent designed to audit and rewrite product copy to maximize citation probability and visibility on AI-powered search engines.

34
2342

Genpark Goose Ads Remixer Skill

Remix and adapt top performing ad copywriting formats

34
2343

Genpark Voice Transcriber

Real-time audio-to-text with semantic cleanup.

34
2344

Openclaw Price Sniper

GenPark agent skill built on the OpenClaw AI agent framework: openclaw-price-sniper

34
2345

Genpark Voice Pm

An autonomous voice-to-action agent. Transcribes voice notes, extracts action items, and schedules them natively.

34
2346

Genpark Vercel AI SDK Stream Helper Skill

Vercel AI SDK text stream chunk helper

34
2347

Openclaw Genpark Arbitrage

GenPark Protocol Skill for OpenClaw: arbitrage

34
2348

Genpark Openrouter Playground Prompt Exporter Skill

Export prompts to standard OpenRouter payload format

34
2349

Genpark Interactive Travel Itinerary Booking Agent Skill

Multi-destination travel itinerary planner & booking calculator

34
2350

Genpark Multi LLM Router Cost Latency Optimizer Skill

Dynamic LLM router for complexity, latency & token cost optimization

34
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