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MCP servers

Give AI access to your business.

MCP servers connect AI assistants to the tools your team already uses. Find the right server, see what it can do and how to set it up safely.

  • 92 servers reviewed
  • 13 categories

Featured

Search and web

Brave Search

By Brave

Brave's official MCP server gives AI live web, news, image, video and local search from Brave's own independent index.

  • 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
Communication

Gmail

By Google (Google Workspace)

Google's own Gmail MCP server lets AI search and read threads, manage labels and create drafts. It has no send tool.

  • Official
Productivity

Google Calendar

By Google

Google's own Calendar MCP server lets AI list calendars and events, create, update and delete events, respond to invites and suggest times.

  • Official
Files and storage

Google Drive

By Google (Google Workspace)

Google's own Drive MCP server lets AI search, read and create files in Google Drive, with your Google Workspace sign-in.

  • Official
CRM and sales

HubSpot

By HubSpot

HubSpot's official hosted MCP server lets AI search and manage CRM records, query CRM data and work with marketing emails, pages and posts.

  • Official
Productivity

Notion

By Notion

Notion's official hosted MCP server lets AI search and read pages, create and update pages and databases, query data and add comments.

  • 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

Directory

All servers

92 of 92 servers

  • Productivity

    Airtable

    By Airtable

    Airtable's official hosted MCP server lets AI list workspaces, create bases and read records, with wider read and write access to tables and automations.

    • Official
  • 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
  • Browser automation

    Apify

    By Apify

    Apify's official MCP server lets AI find and run ready-made scrapers and automation tools, called Actors, and read their results.

    • Official
  • Productivity

    Asana

    By Asana

    Asana's official MCP server lets AI search work, read and create tasks and projects, add comments and post project status updates.

    • Official
  • 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
  • Files and storage

    AWS S3

    By Amazon Web Services

    Amazon S3 is handled through the managed AWS MCP Server, which lets AI run scripted AWS actions, create presigned links and search AWS docs.

    • 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
  • Ecommerce

    BigCommerce

    By BigCommerce

    BigCommerce's official Storefront MCP, in beta, lets AI shopping assistants browse the catalog, build carts and hand shoppers to checkout.

    • Official
  • Databases

    BigQuery

    By Google Cloud

    Google's remote BigQuery MCP server lets AI list datasets and tables and run SQL, with a read-only query tool and IAM controls.

    • Official
  • Files and storage

    Box

    By Box

    Box's official MCP server lets AI search and read files, ask questions across documents with Box AI, extract data and upload files.

    • Official
  • Search and web

    Brave Search

    By Brave

    Brave's official MCP server gives AI live web, news, image, video and local search from Brave's own independent index.

    • Official
  • Browser automation

    Browserbase

    By Browserbase

    Browserbase's hosted MCP server gives AI a cloud browser that can browse, act on pages, observe elements and extract data.

    • Official
  • Productivity

    Canva

    By Canva

    Canva's official MCP server lets AI search, create, resize, export and comment on designs, upload assets and use brand kits.

    • Official
  • Databases

    Chroma

    By Chroma

    Chroma's official MCP server lets AI create collections, add, query, update and delete documents in a Chroma vector database, local or cloud.

    • Official
  • Productivity

    ClickUp

    By ClickUp

    ClickUp's official MCP server lets AI search the workspace, read and create tasks, track time, create docs and send chat messages.

    • 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
  • Knowledge and memory

    Confluence

    By Atlassian

    Atlassian's official Rovo MCP server lets AI search and read Confluence spaces and pages, create and edit content and add comments and labels.

    • 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
  • Cloud and infrastructure

    DigitalOcean

    By DigitalOcean (digitalocean-labs)

    DigitalOcean's MCP server lets AI list and inspect resources and create, update and delete apps and infrastructure.

    • Official
  • Communication

    Discord

    By SaseQ (community)

    A community MCP server that lets AI read and send Discord messages, react, send direct messages and manage channels through a bot.

    • Community
  • 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
  • Files and storage

    Dropbox

    By Dropbox

    Dropbox's own MCP server lets AI list, search and read files, convert them to markdown and create, move, share and delete files. In beta.

    • Official
  • Databases

    Elasticsearch

    By Elastic

    Elastic's Agent Builder MCP endpoint lets AI search indices, run ES|QL queries and read mappings and documents in Elasticsearch.

    • Official
  • 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

    Exa

    By Exa

    Exa's official hosted MCP server gives AI search built for AI use, page fetching, advanced filters and a research agent.

    • 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
  • Browser automation

    Firecrawl

    By Firecrawl

    Firecrawl's official MCP server lets AI scrape, map, crawl and search the web and get clean, AI-ready content back.

    • 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
  • Communication

    Gmail

    By Google (Google Workspace)

    Google's own Gmail MCP server lets AI search and read threads, manage labels and create drafts. It has no send tool.

    • Official
  • Automation

    Google Analytics

    By Google Analytics (googleanalytics GitHub org)

    Google Analytics' official MCP server lets AI run GA4 reports, funnels and realtime reports and read property settings. Read-only.

    • Official
  • Productivity

    Google Calendar

    By Google

    Google's own Calendar MCP server lets AI list calendars and events, create, update and delete events, respond to invites and suggest times.

    • 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
  • Files and storage

    Google Drive

    By Google (Google Workspace)

    Google's own Drive MCP server lets AI search, read and create files in Google Drive, with your Google Workspace sign-in.

    • Official
  • Productivity

    Google Sheets

    By Google

    Google's own Sheets MCP server lets AI read and update cell values and formulas, change spreadsheet structure and insert rows or columns.

    • Official
  • Automation

    Home Assistant

    By Home Assistant (Open Home Foundation)

    Home Assistant's built-in MCP server lets AI read the state of exposed devices and control them, such as lights, climate and covers.

    • Official
  • CRM and sales

    HubSpot

    By HubSpot

    HubSpot's official hosted MCP server lets AI search and manage CRM records, query CRM data and work with marketing emails, pages and posts.

    • Official
  • CRM and sales

    Intercom

    By Intercom

    Intercom's official hosted MCP server lets AI search conversations, contacts, companies and help articles, create articles and add notes.

    • 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

    Make

    By Make (Celonis)

    Make's official MCP server turns your Make scenarios into tools AI can run, and on paid plans lets it view and modify scenarios and connections.

    • Official
  • Knowledge and memory

    Memory

    By Model Context Protocol project (reference server)

    The MCP project's Memory reference server gives AI a local knowledge graph to store people, things and facts and recall them later.

    • Official
  • Communication

    Microsoft Teams

    By Microsoft

    Microsoft's Teams MCP server, part of its Work IQ preview, lets AI list and read chats and channels and post messages and replies.

    • Official
  • Productivity

    monday.com

    By monday.com

    monday.com's official MCP server lets AI read boards and items, create and update items and columns, post updates and use the full monday API.

    • Official
  • Databases

    MongoDB

    By MongoDB

    MongoDB's official MCP server lets AI query collections, run aggregations and manage Atlas clusters, with a read-only flag for safe use.

    • Official
  • Databases

    MySQL

    By Ben Borla (community)

    A community MCP server that lets AI run SQL against MySQL, read-only by default, with insert, update and delete each switched on separately.

    • Community
  • 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
  • Productivity

    Notion

    By Notion

    Notion's official hosted MCP server lets AI search and read pages, create and update pages and databases, query data and add comments.

    • Official
  • Knowledge and memory

    Obsidian

    By Markus Pfundstein (community)

    A community MCP server that lets AI list, read, search, edit, append to and delete notes in an Obsidian vault through the Local REST API plugin.

    • Community
  • Files and storage

    OneDrive

    By Microsoft

    Microsoft's OneDrive MCP server, part of its Work IQ preview, lets AI find, read, create, move, share and delete files in OneDrive.

    • Official
  • Payments and billing

    PayPal

    By PayPal

    PayPal's official MCP server lets AI create and send invoices, manage orders, refunds, disputes, subscriptions, shipment tracking and transactions.

    • Official
  • Search and web

    Perplexity

    By Perplexity AI

    Perplexity's official MCP server lets AI search the web, ask questions with cited answers, run deeper research and reason over results.

    • Official
  • Databases

    Pinecone

    By Pinecone

    Pinecone's official developer MCP server lets AI search Pinecone docs, manage indexes, upsert records, search and rerank.

    • Official
  • CRM and sales

    Pipedrive

    By Pipedrive

    Pipedrive's official hosted MCP server, in beta, lets AI search deals, people, organizations and leads, and create and update records.

    • 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
  • Databases

    Qdrant

    By Qdrant

    Qdrant's official MCP server gives AI a semantic memory: store information in a Qdrant collection and find it again by meaning.

    • Official
  • Payments and billing

    QuickBooks Online

    By Intuit

    Intuit's official QuickBooks Online MCP server lets AI search and create customers, invoices, bills and payments and pull financial reports.

    • Official
  • Knowledge and memory

    Readwise

    By Readwise

    Readwise's official hosted MCP server lets AI search and manage your reading highlights and Reader documents.

    • Official
  • Databases

    Redis

    By Redis

    Redis's official MCP server lets AI read and write Redis data structures, search vector indexes and inspect server information.

    • Official
  • 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
  • Communication

    Slack

    By Slack (Salesforce)

    Slack's own hosted MCP server lets AI search messages, read channels and threads, look up people, draft or send messages and create canvases.

    • Official
  • Databases

    Snowflake

    By Snowflake

    Snowflake's managed MCP server exposes admin-defined tools, such as Cortex agents, Cortex Analyst, Cortex Search and SQL, to AI assistants.

    • 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

    Square

    By Square (Block)

    Square's official MCP server lets AI reach the whole Square API, from payments and customers to catalog, inventory and bookings, through one request tool.

    • Official
  • 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
  • Search and web

    Tavily

    By Tavily

    Tavily's official MCP server gives AI web search, content extraction, site mapping and crawling, all built for AI use.

    • 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
  • Productivity

    Todoist

    By Doist

    Doist's official Todoist MCP server lets AI find, add, update and complete tasks and projects, add comments and get an overview.

    • Official
  • Productivity

    Trello

    By Atlassian (Trello)

    Trello's official hosted MCP server lets AI work with boards, lists, cards and checklists, with archiving instead of permanent deletes.

    • 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
  • Databases

    Weaviate

    By Weaviate

    An MCP server built into Weaviate that lets AI read collection settings, list tenants, run hybrid search and, when allowed, upsert objects.

    • Official
  • Ecommerce

    WooCommerce

    By WooCommerce (Automattic)

    WooCommerce's official MCP support, in preview, exposes store abilities for products and orders through the WordPress MCP Adapter.

    • 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
  • Payments and billing

    Xero

    By Xero

    Xero's official MCP server lets AI list and create contacts, invoices and payments, read bank transactions and pull reports such as profit and loss.

    • Official
  • Search and web

    YouTube Transcript

    By Junpei Kawamoto (community)

    A community MCP server that fetches public YouTube transcripts, timed transcripts, video details and available languages.

    • Community
  • Automation

    Zapier

    By Zapier

    Zapier's official MCP server lets AI discover, enable and run actions across thousands of connected apps, with separate read and write tools.

    • Official
  • CRM and sales

    Zendesk

    By reminia (community)

    A community MCP server that lets AI read Zendesk tickets, comments and attachments, create tickets and add comments.

    • Community
  • CRM and sales

    Zoho CRM

    By Zoho

    Zoho's official hosted MCP servers for Zoho CRM cover read-only data insights, record operations, module changes and workflow automation.

    • Official

Nothing matches those filters. or ask us.

Browse

Browse by category

5 servers

Browser automation

Servers that let an AI agent open web pages, click, fill forms, take screenshots and extract data from sites.

16 servers

Databases

Servers that let AI query and, where allowed, change data in SQL, NoSQL, analytics and vector databases.

36 servers

Developer tools

Servers for code hosting, version control, files, containers, error tracking and documentation lookup.

9 servers

Search and web

Servers that give AI live web search, page fetching and research tools, so answers can use current information.

6 servers

Files and storage

Servers that connect AI to cloud drives and object storage, so it can find, read and organize documents.

10 servers

Communication

Servers for chat, email, SMS and phone, so AI can read messages, draft replies and send notifications.

7 servers

CRM and sales

Servers that connect AI to CRM and support platforms, to look up customers, update records and prepare follow-ups.

7 servers

Ecommerce

Servers that connect AI to online stores and marketplaces, for products, orders, customers and store content.

5 servers

Payments and billing

Servers for payment providers and accounting systems: customers, invoices, payments, refunds and bookkeeping.

24 servers

Productivity

Servers for notes, tasks, projects, calendars, spreadsheets and design tools used across the business.

14 servers

Knowledge and memory

Servers that give AI long-term memory or access to knowledge bases, wikis and personal notes.

15 servers

Cloud and infrastructure

Servers that connect AI to cloud platforms and hosting, for documentation, resources, deployments and logs.

8 servers

Automation

Servers that connect AI to automation platforms and analytics, so it can trigger workflows and read results.

Popular

The servers our clients ask about most often.

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

Brave Search

By Brave

Brave's official MCP server gives AI live web, news, image, video and local search from Brave's own independent index.

  • Official

Confluence

By Atlassian

Atlassian's official Rovo MCP server lets AI search and read Confluence spaces and pages, create and edit content and add comments and labels.

  • Official

Context7

By Upstash

Upstash's Context7 MCP server gives coding assistants current, version-specific documentation for thousands of libraries.

  • Official

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

Figma

By Figma

Figma's official MCP server gives AI design context, screenshots, variables and assets, and can now write to the canvas.

  • Official

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

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

Recently added

New in the directory

The latest servers added to this directory.

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

AWS S3

By Amazon Web Services

Amazon S3 is handled through the managed AWS MCP Server, which lets AI run scripted AWS actions, create presigned links and search AWS docs.

  • Official

Airtable

By Airtable

Airtable's official hosted MCP server lets AI list workspaces, create bases and read records, with wider read and write access to tables and automations.

  • Official

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

Apify

By Apify

Apify's official MCP server lets AI find and run ready-made scrapers and automation tools, called Actors, and read their results.

  • Official

Asana

By Asana

Asana's official MCP server lets AI search work, read and create tasks and projects, add comments and post project status updates.

  • Official

Getting started

How to connect your first server safely

  1. 1. Pick one taskChoose a weekly task that involves one or two systems, such as answering "has this invoice been paid".
  2. 2. Choose an official serverPrefer the vendor's own server. Review community servers before use.
  3. 3. Start read-onlyConnect with the least access the task needs, in a test setup first.
  4. 4. Keep people in chargeAdd write actions one at a time, with approval for anything that reaches customers or moves money.

Custom servers

No server for your system?

Many business systems, especially internal or industry-specific ones, have no MCP server yet. We build them on top of the system's API, with the tools your team actually needs and the permissions you choose. Once built, every AI assistant your team uses can work with that system.

New to the idea? Read what is MCP, then see MCP integration, AI agents and the AI models that use these servers.

Keep exploring

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