# MCP Agent Templates — Pre-Built AI Agents for Any MCP Server

> 51 ready-to-run MCP agent templates for the tools you already use — Notion, GitHub, Jira, Sentry, HubSpot, Stripe, Linear, Slack, Supabase, Vercel, Shopify and more. Pick a template, add your token, start chatting.

**Source:** https://mcpplaygroundonline.com/templates

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## How a template works

A template is a preconfigured agent: an MCP server URL, a model chosen to suit that server, and a system prompt written for the job. You supply your own access token for the service, and the agent is live. Nothing is installed.

All 51 templates run inside [MCP Agent Studio](https://mcpplaygroundonline.com/mcp-agent-studio), so you can swap the model, edit the prompt, or point the same setup at a different server at any time.

## Credentials

Templates that talk to a private service require a token you provide — a GitHub PAT, a Notion integration secret, a Stripe restricted key, and so on. Grant the narrowest scope that does the job; an agent will call whatever the token allows.

## Available templates

### Development

- GitHub Code Review — Review PRs, inspect diffs, summarise commits and suggest improvements across any repository.
- Cloudflare Developer — Manage Workers, KV, D1 databases, R2 buckets and DNS records via natural language.
- Engineering Lead · GitHub, Linear & Slack — Review PRs on GitHub, move Linear tickets through the board, and post standup summaries to Slack — all in one conversation.
- DevOps · GitHub, Cloudflare & Zapier — Ship code from GitHub to Cloudflare Workers, track deployments as Linear issues and automate post-deploy tasks via Zapier.
- Infra Monitor · Cloudflare, GitHub & Linear — Monitor Cloudflare performance and error logs, correlate with GitHub deploys, and file Linear incidents automatically.
- Sentry Error Triage — Triage Sentry errors in natural language — inspect stack traces, group issues and spot the commits that caused them.
- Supabase Builder — Query Postgres, manage tables, run migrations and inspect auth users on your Supabase project — all from chat.
- Vercel Deploy Assistant — Manage Vercel deployments, inspect build logs, check env vars and run rollbacks through conversational commands.
- Full-Stack Shipper · GitHub, Vercel & Sentry — GitHub PRs, Vercel deploys and Sentry errors in one chat — the complete Next.js ship-and-debug loop.
- Context7 Docs Assistant — Get live, version-specific library docs injected into every prompt — never hallucinate an API again.
- Sprint Retro · Linear, Calendar & Slack — End-of-sprint autopilot: pull completed work from Linear, match it against sprint ceremonies on Calendar, and post the retro summary to Slack.
- Post-Incident Review · Sentry, Linear & Slack — After an outage: pull the Sentry error timeline, create a Linear post-mortem issue, and post the incident summary to Slack.
- Figma Design-to-Code Agent — Extract design specs, tokens and component details from Figma frames — then generate production-ready code.

### Productivity

- Linear Project Manager — Create issues, triage backlogs, track progress and summarise sprint status directly from chat.
- Zapier Automator — Trigger automations, list Zaps and manage workflows across 6,000+ connected apps.
- Sprint Manager · Linear, GitHub & Slack — Run your sprint entirely from chat — groom the Linear backlog, review GitHub PRs and keep Slack informed on progress.
- Notion Knowledge Agent — Chat with your Notion workspace — search pages, summarise docs, create new entries and keep your knowledge base tidy.
- Jira & Confluence Agent — Search Confluence pages, manage Jira tickets and cross-reference documentation with active work from a single chat.
- Asana Task Manager — Manage projects, create tasks from natural language, track timelines and summarise team workloads.
- Monday.com Board Ops — Manage boards, items, updates and automations on Monday.com through conversational commands.
- Meeting Follow-Up · Google Calendar, Notion & Slack — Pull meeting details from Google Calendar, create follow-up notes in Notion, and post action items to Slack — automatic post-meeting workflow.
- Event Planner · Google Calendar, Asana & Slack — Plan conferences, webinars and launches: schedule milestones on Google Calendar, track tasks in Asana, and keep stakeholders updated on Slack.
- PagerDuty Agent — Triage incidents, query on-call schedules, manage services and analyse incident history on PagerDuty — through chat.

### Data

- Stripe Billing Assistant — Query customers, subscriptions, invoices and payment events without leaving your chat.
- Shopify Storefront — Browse a Shopify store’s catalog, search products and build a cart from chat — powered by the store’s own hosted Storefront MCP.
- Revenue Ops · Stripe, Linear & Slack — Correlate Stripe billing events with Linear bug reports and alert the team on Slack when revenue metrics change.
- Neon Data Ops — Manage your Neon Postgres database and stream query results and alerts directly to your Slack workspace.
- HubSpot CRM Assistant — Query contacts, deals and companies in HubSpot — update records, spot pipeline risks and draft personalised outreach.
- Amazon Ads Operator — Query Sponsored Products, Brands and Display campaigns in plain English — bid adjustments, keyword analysis and performance reports without Seller Central tab-switching.
- Amazon Ads Agent (Official API) — Connect directly to Amazon's official Ads MCP server — manage Sponsored Products, Brands & Display campaigns, pull performance reports, and optimise bids through natural conversation.
- Meta Ads Agent (Pipeboard) — Analyse Facebook and Instagram campaigns, surface creative fatigue, audit audiences, and optimise budgets — all through natural conversation. Powered by Pipeboard's hosted Meta Ads MCP.
- Paid Media ROAS · Meta, Amazon & Stripe — Meta Ads, Amazon Ads and Stripe in one chat — see true blended ROAS across Facebook, Instagram and Amazon with live revenue attribution.
- Salesforce CRM Agent — Query leads, update opportunities, inspect pipelines and draft outreach — all via natural language.
- Product Analytics · Amplitude, Linear & Slack — Monitor product metrics in Amplitude, auto-create Linear tickets on anomalies, and alert the team on Slack.
- Sales Intelligence · Salesforce, Clay & Slack — Enrich leads with Clay, update your Salesforce pipeline, and notify reps on Slack — end-to-end sales ops.
- Data Analyst · Neon, Hex & Slack — Run SQL on Neon Postgres, build interactive charts in Hex, and share insights to Slack — analyst workflow in chat.
- Sales Call Prep · HubSpot, Calendar & Exa — Before any sales call: pull the meeting from Google Calendar, research the prospect with Exa, enrich with HubSpot CRM data — one-page brief ready in seconds.
- Sales Follow-Up · Salesforce, Notion & Slack — After every sales call: update the deal in Salesforce, log notes in Notion, and Slack the AE a follow-up checklist — all from one prompt.
- Airtable Operations Hub — Query bases, create and update records, and build reports from your Airtable data using plain English.
- MongoDB Agent — Query collections, run aggregation pipelines, inspect schemas and analyse indexes on any MongoDB or Atlas cluster — in plain English.
- Datadog Agent — Triage alerts, query metrics, summarise logs and pull APM traces from your Datadog account — observability through chat.
- BigQuery Agent — Query BigQuery datasets in plain English, inspect schemas, estimate query costs and run analytics — Google's warehouse, AI-driven.
- Snowflake Agent — Query Snowflake warehouses in plain English, inspect schemas, monitor warehouse credits and run analytics — through chat.
- Grafana Agent — Query dashboards, inspect panels, manage alert rules and pull metrics from Grafana Cloud — observability ops through chat.

### Research

- Web Research Agent · Exa — Search the live web, fetch pages and synthesise findings into clear, cited summaries.
- Research & Report · Exa, Postgres & Zapier — Search the live web with Exa, enrich findings from your Postgres database and share the report via Zapier or Slack.
- SEO Strategist · Ahrefs, Exa & Notion — Research keywords with Ahrefs, analyse competitors with Exa, and plan your content calendar in Notion — full SEO workflow in one chat.
- SEO Research · OpenSEO — Keyword research, live SERPs, rank tracking, Search Console and Google Business Profile audits — one server, one conversation.

### Communication

- Slack Team Assistant — Search messages, summarise threads, post updates and keep your team in sync.
- Customer Success · Stripe, Slack & Linear — Pull customer billing details from Stripe, search conversation history in Slack and create follow-up tickets in Linear.
- Sales Pipeline · HubSpot, Slack & Linear — HubSpot deals, Slack conversations and Linear feature requests — end-to-end lead-to-close visibility in chat.

Browse and launch any of them at [https://mcpplaygroundonline.com/templates](https://mcpplaygroundonline.com/templates).

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_Canonical page: https://mcpplaygroundonline.com/templates_

_MCP Playground (mcpplaygroundonline.com) is a free, browser-based toolkit for the Model Context Protocol: test any remote MCP server, run evals that prove an AI agent can use its tools, build reusable agents across 70+ models, and audit servers for security issues. No install, no local Node, free to start._
