Current time and IANA timezone conversion — the first-party MCP that tells an agent what time it actually is.
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Best Business MCP Servers in 2026
MCP servers that power business workflows: sales, marketing, BI, ops. Curated for AI agents inside growing companies — verified for 2026.
Top Business MCPs
- 1.Time—Current time and IANA timezone conversion — the first-party MCP that tells an agent what time it actually is.
- 2.Mem0—Persistent memory layer for AI agents — auto-summarised, cross-session recall.
- 3.Apify—Run pre-built browser-automation Actors on managed infrastructure.
Ranked by top-mcps.com — data verified Sep 2026.
About Business MCP servers
The best MCP servers for business are less a single category than a stack: the connectors a company's agents need to research the market, watch the money, query the numbers, remember the customer, and keep credentials out of the chat log. This vertical collects the servers that keep showing up in real business deployments across functions — Tavily for research-grade web search, Ahrefs for SEO and growth data, Stripe for billing state, ClickHouse and Elasticsearch for analytics and log search, MongoDB and Redis for operational data, Mem0 and Chroma for agent memory, Apify for structured web extraction, 1Password and Semgrep for guardrails, and the keyless Time server so cross-timezone scheduling stops being guesswork.
Choose by the workflow that needs leverage first. Growth and marketing: pair Tavily (API key, three-minute setup, citation-ready results) with Ahrefs — official and remote over streamable-http, but paid, since it assumes an Ahrefs subscription — and add Apify when the job is extraction at scale, like pulling Google Maps listings into a lead sheet with a pre-built Actor. Revenue and finance: Stripe with a restricted key answers billing-state questions without being able to move money. Ops and analytics: ClickHouse for product analytics, Elasticsearch for log search, MongoDB and Redis for inspecting the application's own data — all key-based stdio servers that should receive read-only credentials. Customer-facing assistants: Mem0 provides cross-session memory as a hosted service; Chroma is the open-source alternative you run yourself. Vercel (MCP server) rounds it out so the same agent can check deploys and read build logs, 1Password injects secrets by reference so keys never appear in the conversation, and Semgrep scans whatever code the agents produce.
Common mistakes: granting org-wide credentials when a team or read-only scope would do, pasting API keys into chat instead of using 1Password references, and pointing query servers at production primaries — an agent that runs an unbounded aggregation against the live MongoDB during peak traffic is a self-inflicted outage. Anything an agent changes on a customer record or sends outside the company needs an approval step and an audit trail. Start with Tavily: a three-minute API-key setup, read-only by nature, and immediately useful for market and competitor research. Prove that loop, then add Stripe read-only, then one analytics store — expanding one credential at a time, each with the smallest scope that still works.
All Business MCPs
70 MCPs ranked by popularity. Filter by attribute or search by name.
70 of 70 MCPs
| # | MCP | Tags | Setup | Complexity | Labels | |
|---|---|---|---|---|---|---|
| 1 | Time Current time and IANA timezone conversion — the first-party MCP that tells an agent what time it actually is. | time, timezone | 2 min | Low | ||
| 2 | Mem0 Persistent memory layer for AI agents — auto-summarised, cross-session recall. | memory, mem0 | 5 min | Low | Official | |
| 3 | Apify Run pre-built browser-automation Actors on managed infrastructure. | browser, automation | 5 min | Low | Official | |
| 4 | Google MCP Toolbox Google-published MCP server for databases — one Go binary speaks Postgres, MySQL, BigQuery, Spanner, AlloyDB, Snowflake, ClickHouse, MongoDB, Redis, and more. | database, multi-database | 10 min | Medium | Official | |
| 5 | Tavily AI-optimized web search with cleaned, citation-ready results. | search, web | 3 min | Low | Official | |
| 6 | MongoDB Query and inspect MongoDB collections from Claude, Cursor, and VS Code. | database, nosql | 5 min | Low | Official | |
| 7 | Redis Inspect keys, run commands, and debug Redis from an AI agent. | database, cache | 3 min | Low | Official | |
| 8 | Browser-Use Vision-first browser automation built for AI agents. | browser, automation | 10 min | Medium | ||
| 9 | Stripe Manage payments, customers, and subscriptions through Stripe. | stripe, payments | 5 min | Medium | Official | |
| 10 | Notion Read, write, and search across Notion pages, databases, and blocks. | notion, docs | 5 min | Low | Official | |
| 11 | Microsoft Teams Read channel messages, post replies, and trigger meetings from MS Teams. | communication, microsoft | 20 min | Medium | Official | |
| 12 | Microsoft Work IQ Ask natural-language questions across Microsoft 365 Copilot data. | microsoft, copilot | 10 min | Medium | Official | |
| 13 | ClickHouse Query ClickHouse and ClickHouse Cloud columnar warehouses from an AI agent. | database, warehouse | 10 min | Medium | Official | |
| 14 | Activepieces Open-source workflow automation with a built-in MCP server — build, publish, and debug flows from an AI agent. | automation, workflow | 5 min | Low | Official | |
| 15 | Bitbucket Manage Bitbucket Cloud repos, pipelines, and pull requests from an AI agent. | git, bitbucket | 10 min | Medium | Official | |
| 16 | Supabase Full Supabase access: database, auth, storage, and edge functions. | supabase, database | 5 min | Low | ||
| 17 | Figma (Framelink) Inspect Figma designs, components, and variables from an agent — the widely adopted community server. | figma, design | 5 min | Medium | ||
| 18 | Elasticsearch Search indices, inspect mappings, and run queries against Elasticsearch from an AI agent. | database, search | 10 min | Medium | Official | |
| 19 | Postgres MCP Pro Production-grade Postgres MCP with index advice, EXPLAIN, and health checks. | database, sql | 5 min | Medium | ||
| 20 | AWS AWS's own managed MCP server — run AWS APIs, execute sandboxed scripts, and search AWS documentation under IAM. | aws, cloud | 10 min | Medium | Official | |
| 21 | Salesforce DX Official Salesforce MCP — SOQL queries, metadata deploy/retrieve, Apex tests, and org management from AI clients. | salesforce, crm | 5 min | Medium | Official | |
| 22 | Sentry Triage errors, inspect traces, and query events from Sentry. | sentry, errors | 3 min | Low | Official | |
| 23 | DataForSEO Live SERP, keyword, backlink, and on-page SEO data for an AI agent. | seo, serp | 10 min | Medium | Official | |
| 24 | Google Analytics Query GA4 reports, funnels, and realtime data from an AI agent. | analytics, ga4 | 15 min | Medium | Official | |
| 25 | Basic Memory Local-first agent memory as plain Markdown — a semantic knowledge graph you and the agent can both read. | memory, markdown | 5 min | Low | ||
| 26 | DuckDB In-process analytical SQL over files and Parquet from an AI agent. | database, olap | 2 min | Low | ||
| 27 | Figma (official) Figma's own MCP server — read design context, generate code, and write back to the canvas. | figma, design | 5 min | Low | Official | |
| 28 | Telegram Send messages and read channel history from a Telegram bot in an agent. | communication, messaging | 6 min | Low | ||
| 29 | MySQL Run read-only MySQL queries and inspect schemas from an AI agent. | database, sql | 5 min | Low | ||
| 30 | Microsoft 365 Outlook mail and calendar, Teams, OneDrive and Excel through one Graph API server. | microsoft, outlook | 10 min | Medium | ||
| 31 | HashiCorp Vault Read dynamic and static secrets from HashiCorp Vault inside agent workflows. | security, secrets | 15 min | Medium | Official | |
| 32 | Google Maps Geocoding, place search, directions, and travel times from Google Maps. | maps, geocoding | 5 min | Low | ||
| 33 | Google Calendar Read, create, and manage events across Google Calendar — via Google's official remote MCP or a self-hosted community server. | google-calendar, scheduling | 10 min | Medium | ||
| 34 | QuickBooks Online Run QuickBooks Online accounting from an agent — invoices, bills, payments, and financial reports. | quickbooks, accounting | 30 min | High | Official | |
| 35 | Doppler Inject secrets from Doppler into agent workflows without exposing values in chat. | security, secrets | 6 min | Low | Official | |
| 36 | Postmark Send transactional email from an AI agent — verified deliverability, audit-friendly. | email, postmark | 5 min | Low | ||
| 37 | Slack (official) Slack's own hosted MCP server — search, send messages, read threads, and manage canvases, gated by workspace admins. | slack, messaging | 5 min | Low | Official | |
| 38 | CLI Agent Orchestrator Supervisor-and-worker multi-agent coordination across coding CLIs — handoffs over MCP. | orchestration, multi-agent | 20 min | High | ||
| 39 | Slack (community) Read and send Slack messages, manage channels and threads — the token-based community server, no admin approval needed. | slack, messaging | 10 min | Medium | ||
| 40 | Discord Read and post to Discord channels — community management for AI agents. | discord, chat | 10 min | Medium | ||
| 41 | Google Search Console Query Search Console clicks, impressions, and queries from an AI agent. | seo, search-console | 15 min | Medium | ||
| 42 | Semgrep Open-source SAST scanning against custom rules from an AI agent. | security, sast | 5 min | Low | Official | |
| 43 | Chroma Embedded and hosted vector database for AI agents — open source, zero-ops. | vector-db, chroma | 5 min | Low | Official | |
| 44 | Paddle Manage subscriptions, transactions, products, prices, and financial reports on Paddle — official MCP. | paddle, billing | 5 min | Medium | Official | |
| 45 | Xero Official Xero MCP — invoices, contacts, bank transactions, and accounting from an agent. | xero, accounting | 10 min | Medium | Official | |
| 46 | Square Process payments and manage orders, catalog, inventory, and bookings on Square — official MCP. | square, payments | 5 min | Medium | Official | |
| 47 | Ahrefs Backlinks, keyword research, and rank tracking from the official Ahrefs remote MCP. | seo, backlinks | 5 min | Low | Official | |
| 48 | Hyperbrowser Hosted Chromium with proxies and anti-bot evasion for AI agents. | browser, automation | 6 min | Low | Official | |
| 49 | SendGrid Send email and inspect deliverability via SendGrid from an AI agent. | email, sendgrid | 10 min | Medium | ||
| 50 | Twilio Send SMS, WhatsApp, and voice calls from an AI agent via Twilio. | communication, sms | 10 min | Low | Official | |
| 51 | Make (Integromat) Trigger Make scenarios and inspect runs from an AI agent. | automation, workflow | 7 min | Low | ||
| 52 | Vercel (MCP server) Inspect deployments, logs, and project state on Vercel from an AI agent. | vercel, hosting | 5 min | Low | Official | |
| 53 | Shopify Read products, orders, and inventory from your Shopify store. | shopify, ecommerce | 10 min | Medium | Official | |
| 54 | PayPal Create invoices, capture orders, issue refunds, and track disputes on PayPal — official MCP. | paypal, payments | 5 min | Medium | Official | |
| 55 | Cal.com 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 | 5 min | Low | Official | |
| 56 | Zapier Expose 8,000+ Zapier integrations as tools your AI agent can call. | zapier, automation | 5 min | Low | Official | |
| 57 | BigQuery Google's own hosted BigQuery MCP server — explore datasets and run SQL under IAM, with a read-only tool by default. | database, warehouse | 10 min | Medium | Official | |
| 58 | 1Password Inject 1Password secrets into an AI agent's tool calls without exposing them in chat. | security, secrets | 8 min | Low | Official | |
| 59 | Attio Official Attio MCP — natural-language CRM control across records, lists, and notes via OAuth. | attio, crm | < 1 min | Low | Official | |
| 60 | Pipedrive Pipedrive's own hosted MCP — search and update deals, contacts, organizations, leads, activities, and notes over OAuth. | pipedrive, crm | < 1 min | Low | Official | |
| 61 | Gitea Self-hosted Git server — manage repos, issues, and PRs from an AI agent. | git, gitea | 10 min | Medium | ||
| 62 | Snowflake (official) Snowflake-managed MCP servers — Cortex Analyst, Cortex Search, and gated SQL, with RBAC and masking enforced by Snowflake. | snowflake, warehouse | 30 min | High | Official | |
| 63 | HubSpot MCP Official HubSpot MCP server — CRM contacts, deals, and meeting scheduling from Claude or Cursor. | hubspot, crm | 10 min | Low | Official | |
| 64 | Workato Enterprise iPaaS — trigger Workato recipes from an AI agent. | automation, workflow | 12 min | Medium | ||
| 65 | Fireflies.ai Official Fireflies remote MCP — query meeting transcripts, AI summaries, and action items via OAuth or API key. | fireflies, meeting-notes | 2 min | Low | Official | |
| 66 | Fathom Official Fathom remote MCP — access meeting recordings, transcripts, summaries, and webhooks from any MCP client. | fathom, meeting-notes | 2 min | Low | Official | |
| 67 | Linear Manage Linear issues, projects, and cycles from AI context. | linear, project-management | 5 min | Medium | ||
| 68 | Fellow Anthropic-verified Fellow Connector — query meeting notes, transcripts, action items, and calendar events from Claude. | fellow, meeting-notes | < 1 min | Low | Official | |
| 69 | Snowflake (community) Inspect schemas and run SQL against a Snowflake account from an AI agent. | database, warehouse | 15 min | Medium | ||
| 70 | Mattermost Self-hosted Slack alternative — read and post from an AI agent. | communication, chat | 8 min | Low |
Choose the right MCP
Quick decision guide based on your use case.
| If you need… | Start with |
|---|---|
| Market and competitor research across the open web | Start with Tavily |
| SEO reporting: backlinks, keywords, rank tracking | Use Ahrefs |
| Lead lists and structured extraction from public sites | Use Apify |
| Billing-state and revenue questions from support or finance | Use Stripe with a restricted, read-only key |
| Product analytics and log search over your own event data | Use ClickHouse for analytics, Elasticsearch for log search |
| Assistants that must remember customers across sessions | Use Mem0, or Chroma if you want to self-host the store |
| Many servers, many keys, one chat window | Use 1Password to inject secrets by reference |
Top Business MCPs ranked
Detailed cards with setup time, complexity, and key labels.
Persistent memory layer for AI agents — auto-summarised, cross-session recall.
Run pre-built browser-automation Actors on managed infrastructure.
Google-published MCP server for databases — one Go binary speaks Postgres, MySQL, BigQuery, Spanner, AlloyDB, Snowflake, ClickHouse, MongoDB, Redis, and more.
AI-optimized web search with cleaned, citation-ready results.
Query and inspect MongoDB collections from Claude, Cursor, and VS Code.
Inspect keys, run commands, and debug Redis from an AI agent.
Vision-first browser automation built for AI agents.
Manage payments, customers, and subscriptions through Stripe.
Read, write, and search across Notion pages, databases, and blocks.
Read channel messages, post replies, and trigger meetings from MS Teams.
Ask natural-language questions across Microsoft 365 Copilot data.
Query ClickHouse and ClickHouse Cloud columnar warehouses from an AI agent.
Open-source workflow automation with a built-in MCP server — build, publish, and debug flows from an AI agent.
Manage Bitbucket Cloud repos, pipelines, and pull requests from an AI agent.
Full Supabase access: database, auth, storage, and edge functions.
Inspect Figma designs, components, and variables from an agent — the widely adopted community server.
Search indices, inspect mappings, and run queries against Elasticsearch from an AI agent.
Production-grade Postgres MCP with index advice, EXPLAIN, and health checks.
AWS's own managed MCP server — run AWS APIs, execute sandboxed scripts, and search AWS documentation under IAM.
Official Salesforce MCP — SOQL queries, metadata deploy/retrieve, Apex tests, and org management from AI clients.
Triage errors, inspect traces, and query events from Sentry.
Live SERP, keyword, backlink, and on-page SEO data for an AI agent.
Query GA4 reports, funnels, and realtime data from an AI agent.
Local-first agent memory as plain Markdown — a semantic knowledge graph you and the agent can both read.
In-process analytical SQL over files and Parquet from an AI agent.
Figma's own MCP server — read design context, generate code, and write back to the canvas.
Send messages and read channel history from a Telegram bot in an agent.
Run read-only MySQL queries and inspect schemas from an AI agent.
Outlook mail and calendar, Teams, OneDrive and Excel through one Graph API server.
Read dynamic and static secrets from HashiCorp Vault inside agent workflows.
Geocoding, place search, directions, and travel times from Google Maps.
Read, create, and manage events across Google Calendar — via Google's official remote MCP or a self-hosted community server.
Run QuickBooks Online accounting from an agent — invoices, bills, payments, and financial reports.
Inject secrets from Doppler into agent workflows without exposing values in chat.
Send transactional email from an AI agent — verified deliverability, audit-friendly.
Slack's own hosted MCP server — search, send messages, read threads, and manage canvases, gated by workspace admins.
Supervisor-and-worker multi-agent coordination across coding CLIs — handoffs over MCP.
Read and send Slack messages, manage channels and threads — the token-based community server, no admin approval needed.
Read and post to Discord channels — community management for AI agents.
Query Search Console clicks, impressions, and queries from an AI agent.
Open-source SAST scanning against custom rules from an AI agent.
Embedded and hosted vector database for AI agents — open source, zero-ops.
Manage subscriptions, transactions, products, prices, and financial reports on Paddle — official MCP.
Official Xero MCP — invoices, contacts, bank transactions, and accounting from an agent.
Process payments and manage orders, catalog, inventory, and bookings on Square — official MCP.
Backlinks, keyword research, and rank tracking from the official Ahrefs remote MCP.
Hosted Chromium with proxies and anti-bot evasion for AI agents.
Send email and inspect deliverability via SendGrid from an AI agent.
Send SMS, WhatsApp, and voice calls from an AI agent via Twilio.
Trigger Make scenarios and inspect runs from an AI agent.
Inspect deployments, logs, and project state on Vercel from an AI agent.
Read products, orders, and inventory from your Shopify store.
Create invoices, capture orders, issue refunds, and track disputes on PayPal — official MCP.
Official Cal.com hosted MCP — AI agents book, reschedule, and query availability across 34 tools via OAuth 2.1, no local install.
Expose 8,000+ Zapier integrations as tools your AI agent can call.
Google's own hosted BigQuery MCP server — explore datasets and run SQL under IAM, with a read-only tool by default.
Inject 1Password secrets into an AI agent's tool calls without exposing them in chat.
Official Attio MCP — natural-language CRM control across records, lists, and notes via OAuth.
Pipedrive's own hosted MCP — search and update deals, contacts, organizations, leads, activities, and notes over OAuth.
Self-hosted Git server — manage repos, issues, and PRs from an AI agent.
Snowflake-managed MCP servers — Cortex Analyst, Cortex Search, and gated SQL, with RBAC and masking enforced by Snowflake.
Official HubSpot MCP server — CRM contacts, deals, and meeting scheduling from Claude or Cursor.
Enterprise iPaaS — trigger Workato recipes from an AI agent.
Official Fireflies remote MCP — query meeting transcripts, AI summaries, and action items via OAuth or API key.
Official Fathom remote MCP — access meeting recordings, transcripts, summaries, and webhooks from any MCP client.
Manage Linear issues, projects, and cycles from AI context.
Anthropic-verified Fellow Connector — query meeting notes, transcripts, action items, and calendar events from Claude.
Inspect schemas and run SQL against a Snowflake account from an AI agent.
Self-hosted Slack alternative — read and post from an AI agent.
Archived (historical reference)
4 Business entries are archived — the upstream package was deprecated or pulled, or a documented security issue applies. The detail page is preserved for historical reference and migration guidance, but these are NOT current editorial picks.
Also in the ChatGPT Apps directory
4 Business brands are available as one-click ChatGPT Apps. These are not ranked alongside the editorial picks above — they're listings from chatgpt.com/apps surfaced here for brand-search continuity.
FAQ: Business MCPs
Which MCP servers should a business team install first?
Three low-risk ones: Tavily for web research (API key, three minutes), Time for timezone math (no key at all), and Stripe with a restricted read-only key if billing questions come up in support or finance. All three are read-only in practice, so they deliver value before you have to think hard about approvals.
Is it safe to connect an AI agent to our billing system?
Yes, if the credential cannot move money. Stripe restricted keys let an agent read customers, subscriptions, and billing state while refunds and payouts stay disabled. Turn write operations on one at a time, each behind a human approval, and log every call so finance can audit what the agent looked at.
How do I keep API keys out of the chat when running many MCPs?
Use 1Password. Its server injects secrets into tool calls by reference, so the agent passes a pointer to the vault item and the real value never appears in the conversation or the transcript. That matters once a business runs five or more key-based servers — the chat log otherwise becomes a credential dump.
Which MCP should I use for SEO and competitor research?
Ahrefs for the numbers — backlinks, referring domains, keyword metrics, rank tracking — via its official remote server; note it is paid and assumes an Ahrefs subscription. Tavily covers general web research with citation-ready results, and Apify handles structured extraction when you need the data itself, like scraping listings into a sheet.
Do business agents need a memory MCP?
Once the same customers or projects recur across sessions, yes. Mem0 is the hosted route: auto-summarized, cross-session recall with an API key. Chroma is the open-source route you run yourself, better when data-residency rules say customer context cannot leave your infrastructure. Without one, every conversation starts from zero.
Can an agent query our production database safely?
Only with a read-only user, and preferably against a replica. MongoDB, Redis, ClickHouse, and Elasticsearch all run over stdio with key-based auth, so scoping is your job, not the protocol's. The classic failure is an unbounded aggregation or a KEYS-style scan on the primary during peak traffic — cap query time and result size at the database.





