Ecommerce
Amazon Selling Partner API
By Amazon
Amazon's SP-API MCP server helps sellers and developers explore the Selling Partner API, generate code and run API calls, with approval for writes.
- Official
MCP server category
Developer tools MCP servers
Connect coding assistants to repositories, issues, containers, errors and current documentation.
- 36 MCP servers
Developer tool servers give coding assistants access to the places where software work happens: repositories, issues, pull requests, local files, containers and error trackers. We use servers like these in our own AI-accelerated development, always with an engineer reviewing each change.
Some servers in this category are reference servers from the MCP project, built to show how the protocol works. They are useful for learning and prototypes, but check the maintainer notes before relying on them in production.
Developer tools
All developer tools mcp servers
Cloud and infrastructure
AWS
By AWS Labs (Amazon Web Services)
The AWS API MCP server from AWS Labs lets AI run AWS CLI commands, suggest commands and plan changes, with read-only and consent modes.
- Official
Cloud and infrastructure
Azure
By Microsoft
Microsoft's Azure MCP server lets AI work with many Azure services, from storage and Key Vault to SQL, monitoring and AKS, with a read-only mode.
- Official
Cloud and infrastructure
Cloudflare
By Cloudflare
Cloudflare's Code Mode MCP server lets AI search Cloudflare docs and the API and execute API calls, within the scopes you grant.
- Official
Developer tools
Context7
By Upstash
Upstash's Context7 MCP server gives coding assistants current, version-specific documentation for thousands of libraries.
- Official
Cloud and infrastructure
Coolify
By Coolify (coollabs)
Coolify's official MCP server lets AI see self-hosted infrastructure, find unhealthy resources, review deployments and deploy with the right token.
- Official
Developer tools
Docker
By ckreiling (community)
A community MCP server that lets AI list, run, stop and remove Docker containers and manage images, networks and volumes.
- Community
Developer tools
Everything
By Model Context Protocol project (Anthropic reference servers)
The MCP project's Everything server is a test server that shows every protocol feature. For building and testing MCP clients only.
- Official
Search and web
Fetch
By Model Context Protocol (reference server)
The MCP project's reference Fetch server lets AI download a web page and read it as clean text or markdown.
- Official
Productivity
Figma
By Figma
Figma's official MCP server gives AI design context, screenshots, variables and assets, and can now write to the canvas.
- Official
Developer tools
Filesystem
By Model Context Protocol project (Anthropic reference servers)
The MCP project's Filesystem reference server lets AI read, write, edit, move and search files, only inside folders you allow.
- Official
Developer tools
Git
By Model Context Protocol project (Anthropic reference servers)
The MCP project's Git reference server lets AI read history and diffs and stage, commit and switch branches in a local repository.
- Official
Developer tools
GitHub
By GitHub
GitHub's official MCP server lets AI read repositories, search code, manage issues and pull requests and, when allowed, change files.
- Official
Developer tools
GitLab
By GitLab
GitLab's built-in MCP server lets AI read projects, code, merge requests and pipelines and create commits and work items. In beta.
- Official
Cloud and infrastructure
Google Cloud
By Google (googleapis GitHub org)
Google's gcloud MCP servers let AI run gcloud commands, read logs, metrics, alerts and traces, and work with Cloud Storage.
- Official
Productivity
Jira
By Atlassian
Atlassian's official Rovo MCP server lets AI search, create and update Jira issues and search, read and create Confluence content.
- Official
Developer tools
Kubernetes
By containers org (Red Hat-led open source project)
An open-source MCP server that lets AI read Kubernetes cluster state and logs and, if allowed, change resources and Helm releases.
- Community
Productivity
Linear
By Linear
Linear's official hosted MCP server lets AI find, create and update issues, projects and comments, with a read-only endpoint available.
- Official
Communication
Mailchimp Transactional
By Mailchimp (Intuit)
Mailchimp's official MCP server covers Mailchimp Transactional (Mandrill): account status, templates, API help and send diagnostics.
- Official
Automation
n8n
By n8n
n8n's official instance-level MCP server lets AI search, run, build, update and publish workflows and look up nodes and credentials.
- Official
Cloud and infrastructure
Netlify
By Netlify
Netlify's official MCP server lets AI read account, team and project data and create, configure and deploy Netlify projects.
- Official
Databases
Pinecone
By Pinecone
Pinecone's official developer MCP server lets AI search Pinecone docs, manage indexes, upsert records, search and rerank.
- Official
Browser automation
Playwright
By Microsoft
Microsoft's Playwright MCP server lets AI drive a real browser: open pages, read them, click, type, fill forms and take screenshots.
- Official
Databases
PostgreSQL
By Crystal DBA
Lets AI assistants explore a PostgreSQL database, run SQL in a restricted read-only mode and check query performance and database health.
- Community
Communication
Resend
By Resend
Resend's official MCP server lets AI send emails and batches, read sent and received mail, manage contacts, send broadcasts and verify domains.
- Official
CRM and sales
Salesforce
By Salesforce (Salesforce CLI team)
Salesforce's official DX MCP server lets AI query data with SOQL, manage orgs and metadata, run tests and assign permission sets.
- Official
Developer tools
Sentry
By Sentry
Sentry's official MCP server lets AI search errors, events and traces, read issue details, get AI analysis and update issues.
- Official
Developer tools
Sequential Thinking
By Model Context Protocol project (Anthropic reference servers)
The MCP project's Sequential Thinking reference server gives AI a structured way to break a problem into steps and revise them.
- Official
Ecommerce
Shopify Dev
By Shopify
Shopify's Dev MCP server helps developers build for Shopify: it searches Shopify docs and API schemas and validates GraphQL, components and themes.
- Official
Databases
SQLite
By eQuill Labs (jparkerweb, community)
A community MCP server for SQLite files that lets AI list tables, read and change records and run SQL on a local database.
- Community
Payments and billing
Stripe
By Stripe
Stripe's official MCP server lets AI search and read Stripe data, make changes with confirmation for sensitive actions, run analytics and search docs.
- Official
Databases
Supabase
By Supabase
Supabase's official hosted MCP server lets AI work with your Supabase projects: tables, SQL, migrations, edge functions, branches and docs.
- Official
Developer tools
Time
By Model Context Protocol project (Anthropic reference servers)
The MCP project's Time reference server gives AI the current time in any time zone and converts times between zones.
- Official
Communication
Twilio
By Twilio
Twilio's MCP servers: a hosted docs server in public beta for searching Twilio documentation, and an alpha server that exposes Twilio APIs.
- Official
Cloud and infrastructure
Vercel
By Vercel
Vercel's official MCP server lets AI search Vercel docs, list teams, projects and deployments, read build and runtime logs and deploy with confirmation.
- Official
Productivity
WordPress
By WordPress project (WordPress/mcp-adapter) with Automattic (mcp-wordpress-remote proxy)
The official WordPress MCP Adapter lets AI discover and run WordPress abilities that plugins and sites expose, with WordPress permissions.
- Official
How to choose
How to choose in this category
Scope tokens tightly: read-only where possible, and only the repositories a task needs. Keep production credentials out of coding agents. For file access, limit the server to a specific folder. Review every change an agent proposes before it is merged.
Other categories
Browse other categories
Keep exploring
Related on ExecMedia
Related services
View all related services- MCP integration Connect AI assistants to your CRM, files, databases and tools through Model Context Protocol servers, with safe permissions.
- AI copilots AI helpers built into your product or internal tools that draft, summarize and suggest while people decide.
- AI-Powered Web Development Business websites, customer portals, dashboards and web applications that load fast, rank well and are easy to change.
- MVP development A first version with just enough features to put in front of real users and learn what to build next.
- User management and authentication Sign-up, login, roles and permissions done properly, including single sign-on for business customers.
- API development Well-documented APIs that let your product talk to apps, partners and AI tools reliably.
Solutions
View all solutionsGuides and articles
View all guides and articles- Where AI helps in development, and where it does not An honest map of the development tasks AI speeds up and the ones that still need experienced people.
- How to build an AI workflow with MCP servers Plan, connect and test an AI workflow that uses MCP servers, from a single task to a reliable process.
AI models
View all ai models- Coding Models that write, review and explain code, and power coding assistants and developer tools.
- Mistral Medium 3.5 A newer open-weight Mistral model for agent and coding work, with image input, tool calling, structured outputs and a 256K window.
- Codestral 25.08 Mistral's low-latency coding model for code completion and generation, with fill-in-the-middle support, tool calling and a 128K window.
- GPT-6 Sol The middle model of the GPT-6 family, positioned for complex coding and agentic workflows at a mid price level.
- Qwen3-Coder Qwen's open-weight coding models under Apache 2.0, from the efficient Qwen3-Coder-Next to the large 480B model, with tool use and long context.
Glossary terms
View all glossary terms- Claude Code Claude Code is Anthropic's agentic coding tool, which works in a developer's terminal, IDE, desktop app or browser to read code, run commands and make changes.
- AI copilot An AI copilot is an assistant built into a tool people already use, which suggests, drafts and explains while the person stays in control.