AI is only as good as the data and systems it can access. These MCPs act like high-speed bridges between your agents and the tools you use daily.
Here’s a breakdown of what you can automate using some of the best MCP servers available—plus full links to try or build them yourself:
🧠 Developer Productivity
GitHub – Manage repos, issues, PRs and automate deployments
Use case: Let agents write, commit, and merge code
→ https://github.com/modelcontextprotocol/servers/blob/main/src/github
JetBrains – Code inside IDEs like IntelliJ or PyCharm using an agent
→https://github.com/JetBrains/mcp-jetbrains
Docker – Start/stop containers, inspect logs, manage volumes
→ https://github.com/ckreiling/mcp-server-docker
Convex – Introspect and query backend apps deployed to Convex
→https://stack.convex.dev/convex-mcp-server
Postgres – Query and manage relational data directly from agents
→ https://github.com/crystaldba/postgres-mcp
💰 Finance & Payments
Stripe – Automate payments, issue refunds, view customer data
→ https://github.com/stripe/agent-toolkit
PayPal – Access and manage PayPal transactions
→ https://mcp.paypal.com/
Ramp – AI-driven finance workflows, expense tracking
→ https://github.com/ramp-public/ramp_mcp
Xero – Full accounting data control for finance agents
→ https://github.com/XeroAPI/xero-mcp-server
🧾 Logs, Events & Observability
Sentry – Fetch and triage production issues
→ https://github.com/modelcontextprotocol/servers/blob/main/src/sentry
Axiom – Query logs, traces, and events using natural language
→https://github.com/axiomhq/mcp-server-axiom
📊 Data & Databases
MongoDB – Supports Community & Atlas for querying documents
→ https://github.com/mongodb-js/mongodb-mcp-server
Snowflake – Let agents run complex analytics on enterprise data
→ https://quickstarts.snowflake.com/guide/mcp-server-for-cortex-agents/index.html?index=..%2F..index#0
🎨 Design & Marketing
Canva – Design assets on autopilot
→ https://www.canva.dev/docs/apps/mcp-server/
Webflow – Generate and update CMS and site content
→https://github.com/webflow/mcp-server
HubSpot – CRM data management and lead generation
→ https://developer.hubspot.com/mcp
📞 Communication & Meetings
Slack – Let your agent send DMs, post updates, or create channels
→https://github.com/modelcontextprotocol/servers/blob/main/src/slack
Twilio – Trigger SMS, calls, and alerts
→https://twilioalpha.com/mcp
Tldv – Connect to Zoom, Meet, Teams to extract and summarize meetings
→ https://gitlab.com/tldv/tldv-mcp-server
🔍 Research & RAG
Needle – Out-of-the-box RAG system to search across internal docs
→ https://github.com/needle-ai/needle-mcp
Perplexity – Real-time conversational research across the web
→ https://github.com/ppl-ai/modelcontextprotocol
Octagon – Investment research agent with private/public market data
→ https://github.com/OctagonAI/octagon-mcp-server
🗣️ Voice & Video
ElevenLabs – Generate high-quality voice from text
→ https://github.com
Heygen – Create talking avatars and video clones
→ https://github.com/heygen-com/heygen-mcp
Hume AI – Empathic TTS agent voice
→ https://dev.hume.ai/docs/text-to-speech-tts/mcp-server
🌐 Cloud & Infra
Azure – Full access to Storage, Cosmos DB, Azure CLI
→ https://github.com/Azure/azure-mcp
Vercel – Deploy, run, and interact with serverless infra
→ https://github.com/nganiet/mcp-vercel
Cloudflare – Control Workers, KV, R2, and edge infra
→ https://github.com/cloudflare/mcp-server-cloudflare
🧱 No-Code & Docs
Notion – Automate docs, pages, and task lists
→ https://github.com/makenotion/notion-mcp-server#readme
Airtable – Update tables, fetch rows, create workflows
→ https://github.com/domdomegg/airtable-mcp-server
🔒 Identity & Auth
Auth0 – Manage users, sessions, and tokens
→ https://github.com/auth0/auth0-mcp-server
The more MCPs you connect, the more autonomous and useful your agent becomes.