Official
Run `fly mcp server` to expose flyctl operations to AI agents.
fly-io, hosting, flyctl, edge
Best Action-Taking MCPs
Action-taking MCPs cause real effects in external systems: they post messages, create issues, run code, deploy infra, or charge cards. Powerful — and also the class of MCP where approval policy, scoping, and confirmation flows matter most. Pair these with a client that prompts before side-effecting calls.
53 MCPs in this collectionFilter:
action-takingTop Action-Taking MCPs ranked
Popularity-ordered. Click any card for install snippets, fact sheet, and trust signals.
Official
Full GitHub API access: repos, PRs, issues, and code search.
git, github, repos, prs
Official
Manage payments, customers, and subscriptions through Stripe.
stripe, payments, billing, commerce
Official
Official Microsoft browser automation across Chromium, Firefox, and WebKit.
browser, automation, playwright, testing
Official
Hosted, isolated Chromium runtime for AI agents that need a fresh browser per task.
browser, cloud, browserbase, automation
Official
AI-native browser automation: act, observe, and extract in plain English.
browser, stagehand, browserbase, ai-automation
Official
Manage Heroku apps, dynos, add-ons, and Postgres from an AI agent.
heroku, hosting, paas, postgres
Official
Manage Droplets, App Platform, Kubernetes, and Spaces from an AI agent.
digitalocean, hosting, cloud, kubernetes
Send transactional and broadcast emails via the official Resend MCP.
resend, email, transactional, broadcast
Manage Mailgun messaging, domains, webhooks, and analytics from an AI agent.
mailgun, email, transactional, analytics
Official
Scrape, crawl, extract structured data, and search the web from an AI agent.
firecrawl, scraping, crawl, extract
Official
Send SMS, WhatsApp, and voice calls from an AI agent via Twilio.
communication, sms, whatsapp, voice
Official
Read channel messages, post replies, and trigger meetings from MS Teams.
communication, microsoft, teams, m365
Official
Read, write, and search across Notion pages, databases, and blocks.
notion, docs, databases, knowledge
Official
Manage Workers, R2 buckets, DNS, and edge policies on Cloudflare.
cloudflare, edge, workers, dns
Official
Read products, orders, and inventory from your Shopify store.
shopify, ecommerce, products, orders
Official
Turn Make.com on-demand scenarios into agent-callable tools — official MCP.
make-com, automation, workflows, integromat
Full GitLab API access: repos, MRs, issues, pipelines, and registries.
git, gitlab, repos, mrs
Fire IFTTT applets via webhooks from an AI agent. Community MCP wrapper archived; IFTTT itself is unaffected.
automation, webhooks, ifttt, integration
Send transactional email from an AI agent — verified deliverability, audit-friendly.
email, postmark, transactional, deliverability
Official
Expose 8,000+ Zapier integrations as tools your AI agent can call.
zapier, automation, integrations, workflow
5 minLow
Full browser automation: navigate, click, screenshot, and scrape.
browser, automation, scraping, puppeteer
Archived
Trigger and manage n8n workflows from an AI agent. Community MCP wrapper archived; n8n itself is unaffected.
automation, workflow, n8n, integration
Trigger Make scenarios and inspect runs from an AI agent.
automation, workflow, make, integromat
Open-source workflow automation — trigger and manage from an AI agent. Community MCP wrapper archived; Activepieces itself is unaffected.
automation, workflow, activepieces, open-source
Send messages and read channel history from a Telegram bot in an agent.
communication, messaging, telegram, bot
Self-hosted Slack alternative — read and post from an AI agent.
communication, chat, mattermost, self-hosted
Send email and inspect deliverability via SendGrid from an AI agent.
email, sendgrid, transactional, deliverability
Archived
Secure cloud sandboxes for executing AI-generated code — npm MCP package archived; vendor recommends the hosted E2B platform.
coding, execution, sandbox, cloud
Official
Spin up Railway projects, services, and deploys via remote MCP with OAuth.
railway, hosting, deployment, paas
2 minLow
Official
2,800+ apps and managed OAuth via Pipedream's hosted MCP at mcp.pipedream.com.
pipedream, automation, workflows, oauth
Enterprise iPaaS — trigger Workato recipes from an AI agent.
automation, workflow, workato, ipaas
Full Supabase access: database, auth, storage, and edge functions.
supabase, database, backend, postgres
Read and send Slack messages, manage channels and threads.
slack, messaging, communication, automation
Manage Linear issues, projects, and cycles from AI context.
linear, project-management, issues, productivity
Read, create, and manage events across Google Calendar.
google-calendar, scheduling, events, productivity
Archived
Deploy and manage Render web services, static sites, cron jobs, and Postgres from an AI agent. Official MCP server is archived; Render platform is unaffected.
render, hosting, deployment, paas
Send, read, search, and label Gmail from an AI agent — community MCP with auto-OAuth.
gmail, email, community, google
Official
Generate posters, slides, and social posts from a chat prompt — verified for 2026.
canva, chatgpt-app, official, apps-directory
< 1 minLow
Official
Edit images with Photoshop from a ChatGPT prompt — verified for 2026.
adobe-photoshop, chatgpt-app, official, apps-directory
< 1 minLow
Official
Edit, convert, and compress PDFs inside ChatGPT — verified for 2026.
adobe-acrobat, chatgpt-app, official, apps-directory
< 1 minLow
Official
Generate marketing creative with Adobe Express inside ChatGPT — verified for 2026.
adobe-express, chatgpt-app, official, apps-directory
< 1 minLow
Official
Turn notes and prompts into flashcards and study sets — verified for 2026.
quizlet, chatgpt-app, official, apps-directory
< 1 minLow
Official
Generate and deploy code on Replit from inside ChatGPT — verified for 2026.
replit, chatgpt-app, official, apps-directory
< 1 minLow
Official
Generate working websites from text prompts — verified for 2026.
wix, chatgpt-app, official, apps-directory
< 1 minLow
Official
Curate Apple Music playlists and stations inside ChatGPT — verified for 2026.
apple-music, chatgpt-app, official, apps-directory
< 1 minLow
Official
Build playlists and discover music inside ChatGPT — verified for 2026.
spotify, chatgpt-app, official, apps-directory
< 1 minLow
Official
Order food and groceries through ChatGPT — verified for 2026.
doordash, chatgpt-app, official, apps-directory
< 1 minLow
Official
Book rides and Uber Eats orders inside ChatGPT — verified for 2026.
uber, chatgpt-app, official, apps-directory
< 1 minLow
Official
Build Target carts and find gift suggestions inside ChatGPT — verified for 2026.
target, chatgpt-app, official, apps-directory
< 1 minLow
Official
Find vetted home pros and request quotes inside ChatGPT — verified for 2026.
angi, chatgpt-app, official, apps-directory
< 1 minLow
Official
Log meals and track macros inside ChatGPT — verified for 2026.
myfitnesspal, chatgpt-app, official, apps-directory
< 1 minLow
Open-source agentic browser automation that handles login walls and CAPTCHAs.
browser, agent, skyvern, vision
FAQ: Action-Taking
Are action-taking MCPs safe for agents?
They can be, with the right guardrails. Keep approvals turned on in your client (Claude Desktop and Cursor both support per-call approval), scope the underlying credentials to a specific project or role, and avoid mixing action-taking servers with fully-autonomous long-running loops.
Should I set approval on every call?
For untrusted workflows and new integrations: yes. Once you have used a server for a while and trust both the agent and the MCP, you can move to per-session or "always allow" for read-like actions while keeping destructive actions gated.
What is the biggest mistake people make here?
Using a production token with broad scopes for an agent experiment. If your GitHub token can push to main, the agent can push to main. Create a dedicated scoped token for agent use; treat the agent as a separate user.