Official
Full GitHub API access: repos, PRs, issues, and code search.
git, github, repos, prs
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.
74 MCPs in this collectionFilter:
action-takingTop Action-Taking MCPs ranked
Popularity-ordered. Click any card for install snippets, fact sheet, and trust signals.
Official
Official Microsoft browser automation across Chromium, Firefox, and WebKit.
browser, automation, playwright, testing
Official
Scrape, crawl, extract structured data, and search the web from an AI agent.
firecrawl, scraping, crawl, extract
Official
Search, scrape, and unblock any public web page from an AI agent — official Web Unlocker MCP.
bright-data, scraping, web-unlocker, proxy
Official
Run `fly mcp server` to expose flyctl operations to AI agents.
fly-io, hosting, flyctl, edge
Official
Drive Azure DevOps repos, pull requests, work items, and pipelines from an AI agent — Microsoft official.
azure-devops, ado, pull-requests, work-items
Official
Manage payments, customers, and subscriptions through Stripe.
stripe, payments, billing, invoicing
Official
Read, write, and search across Notion pages, databases, and blocks.
notion, docs, databases, knowledge
Official
Read channel messages, post replies, and trigger meetings from MS Teams.
communication, microsoft, teams, m365
Official
Manage Workers, R2 buckets, DNS, and edge policies on Cloudflare.
cloudflare, edge, workers, dns
Official
Ask natural-language questions across Microsoft 365 Copilot data.
microsoft, copilot, search, email
Official
Open-source workflow automation with a built-in MCP server — build, publish, and debug flows from an AI agent.
automation, workflow, activepieces, open-source
Full Supabase access: database, auth, storage, and edge functions.
supabase, database, backend, postgres
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
Send transactional and broadcast emails via the official Resend MCP.
resend, email, transactional, broadcast
Official
Official Salesforce MCP — SOQL queries, metadata deploy/retrieve, Apex tests, and org management from AI clients.
salesforce, crm, soql, apex
Official
Scrape any URL, render JavaScript, and reach geo-restricted data — official Oxylabs Web Scraper MCP.
oxylabs, scraping, serp, ecommerce
Full GitLab API access: repos, MRs, issues, pipelines, and registries.
git, gitlab, repos, mrs
Official
2,800+ apps and managed OAuth via Pipedream's hosted MCP at mcp.pipedream.com.
pipedream, automation, workflows, oauth
Official
Figma's own MCP server — read design context, generate code, and write back to the canvas.
figma, design, design-to-code, code-connect
Official
Manage Droplets, App Platform, Kubernetes, and Spaces from an AI agent.
digitalocean, hosting, cloud, kubernetes
Official
Manage Heroku apps, dynos, add-ons, and Postgres from an AI agent.
heroku, hosting, paas, postgres
Send messages and read channel history from a Telegram bot in an agent.
communication, messaging, telegram, bot
Search, read, and write OneDrive and SharePoint files from an AI agent — official Microsoft remote MCP.
onedrive, sharepoint, microsoft-365, microsoft-graph
Open-source agentic browser automation that handles login walls and CAPTCHAs.
browser, agent, skyvern, vision
Outlook mail and calendar, Teams, OneDrive and Excel through one Graph API server.
microsoft, outlook, calendar, email
Read, create, and manage events across Google Calendar — via Google's official remote MCP or a self-hosted community server.
google-calendar, scheduling, events, productivity
Official
Run QuickBooks Online accounting from an agent — invoices, bills, payments, and financial reports.
quickbooks, accounting, invoicing, bookkeeping
Manage Mailgun messaging, domains, webhooks, and analytics from an AI agent.
mailgun, email, transactional, analytics
Send transactional email from an AI agent — verified deliverability, audit-friendly.
email, postmark, transactional, deliverability
Official
Slack's own hosted MCP server — search, send messages, read threads, and manage canvases, gated by workspace admins.
slack, messaging, chat, canvases
Read and send Slack messages, manage channels and threads — the token-based community server, no admin approval needed.
slack, messaging, communication, automation
Official
Manage subscriptions, transactions, products, prices, and financial reports on Paddle — official MCP.
paddle, billing, subscriptions, saas
Official
Official Xero MCP — invoices, contacts, bank transactions, and accounting from an agent.
xero, accounting, invoicing, bookkeeping
Official
Process payments and manage orders, catalog, inventory, and bookings on Square — official MCP.
square, payments, point-of-sale, commerce
Official
Turn Make.com on-demand scenarios into agent-callable tools — official MCP.
make-com, automation, workflows, integromat
Send email and inspect deliverability via SendGrid from an AI agent.
email, sendgrid, transactional, deliverability
Official
Send SMS, WhatsApp, and voice calls from an AI agent via Twilio.
communication, sms, whatsapp, voice
Trigger Make scenarios and inspect runs from an AI agent.
automation, workflow, make, integromat
Official
Read products, orders, and inventory from your Shopify store.
shopify, ecommerce, products, orders
10 minMedium
Official
Create invoices, capture orders, issue refunds, and track disputes on PayPal — official MCP.
paypal, payments, invoices, refunds
Fire IFTTT applets via webhooks from an AI agent. Community MCP wrapper archived; IFTTT itself is unaffected.
automation, webhooks, ifttt, integration
Official
Official Cal.com hosted MCP — AI agents book, reschedule, and query availability across 34 tools via OAuth 2.1, no local install.
cal.com, scheduling, booking, calendar
Official
Expose 8,000+ Zapier integrations as tools your AI agent can call.
zapier, automation, integrations, workflow
5 minLow
Official Attio MCP — natural-language CRM control across records, lists, and notes via OAuth.
attio, crm, sales, pipeline
< 1 minLow
Pipedrive's own hosted MCP — search and update deals, contacts, organizations, leads, activities, and notes over OAuth.
pipedrive, crm, sales, pipeline
< 1 minLow
Create records, update deals, and run Zoho CRM actions from an AI agent — official Zoho MCP.
zoho, crm, sales, deals
10 minMedium
Manage leads, contacts, opportunities, and tasks in Close from an AI agent — official scoped MCP.
close, crm, sales, leads
5 minLow
Official
Search conversations, contacts, companies, and help articles in Intercom from an AI agent — official MCP.
intercom, support, customer-messaging, fin
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
Official
Snowflake-managed MCP servers — Cortex Analyst, Cortex Search, and gated SQL, with RBAC and masking enforced by Snowflake.
snowflake, warehouse, cortex, sql
30 minHigh
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
Send, read, search, and label Gmail from an AI agent — community MCP with auto-OAuth.
gmail, email, community, google
Enterprise iPaaS — trigger Workato recipes from an AI agent.
automation, workflow, workato, ipaas
12 minMedium
Manage Linear issues, projects, and cycles from AI context.
linear, project-management, issues, productivity
5 minMedium
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
Self-hosted Slack alternative — read and post from an AI agent.
communication, chat, mattermost, self-hosted
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
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.