Official
AI-optimized web search with cleaned, citation-ready results.
search, web, research, rag
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.
About Business MCP servers
Business-focused MCP servers wire AI agents into the operating systems of a growing company — CRM, finance, BI, marketing automation, sales enablement. The best MCP servers for business cover the full revenue and operations stack: HubSpot and Salesforce for customers, QuickBooks and Stripe for money, Slack and Gmail for the conversation around it, and a BI MCP so the agent can ground recommendations in real numbers.
Choose by which workflow needs the most leverage. For sales and marketing, start with a CRM MCP plus an email MCP so an agent can summarise pipeline and draft follow-ups. For ops and finance, prefer accounting and analytics MCPs. For internal-tools work, pair a Productivity MCP with a Communication MCP so action items captured in chat get filed in the tracker without manual copy-paste.
Common mistakes: connecting a CRM MCP with full org scope when team scope would do, letting an agent send external email without explicit approval, and skipping the audit log step (every change an agent makes to a customer record should be reviewable). Each MCP below documents auth model and recommended scope. Start in a sandbox or non-production environment, prove the workflow, then promote with the smallest credential that still works.
All Business MCPs
43 MCPs ranked by popularity. Filter by attribute or search by name.
43 of 43 MCPs
| # | MCP | Tags | Setup | Complexity | Labels | |
|---|---|---|---|---|---|---|
| 1 | Tavily AI-optimized web search with cleaned, citation-ready results. | search, web | 3 min | Low | Official | |
| 2 | MongoDB Query and inspect MongoDB collections from Claude, Cursor, and VS Code. | database, nosql | 5 min | Low | Official | |
| 3 | Redis Inspect keys, run commands, and debug Redis from an AI agent. | database, cache | 3 min | Low | Official | |
| 4 | Apify Run pre-built browser-automation Actors on managed infrastructure. | browser, automation | 5 min | Low | Official | |
| 5 | Chroma Embedded and hosted vector database for AI agents — open source, zero-ops. | vector-db, chroma | 5 min | Low | Official | |
| 6 | Mem0 Persistent memory layer for AI agents — auto-summarised, cross-session recall. | memory, mem0 | 5 min | Low | Official | |
| 7 | Vercel (MCP server) Inspect deployments, logs, and project state on Vercel from an AI agent. | vercel, hosting | 5 min | Low | Official | |
| 8 | Stripe Manage payments, customers, and subscriptions through Stripe. | stripe, payments | 5 min | Medium | Official | |
| 9 | ClickHouse Query ClickHouse and ClickHouse Cloud columnar warehouses from an AI agent. | database, warehouse | 10 min | Medium | Official | |
| 10 | Elasticsearch Search indices, inspect mappings, and run queries against Elasticsearch from an AI agent. | database, search | 10 min | Medium | Official | |
| 11 | 1Password Inject 1Password secrets into an AI agent's tool calls without exposing them in chat. | security, secrets | 8 min | Low | Official | |
| 12 | Semgrep Open-source SAST scanning against custom rules from an AI agent. | security, sast | 5 min | Low | Official | |
| 13 | Doppler Inject secrets from Doppler into agent workflows without exposing values in chat. | security, secrets | 6 min | Low | Official | |
| 14 | Twilio Send SMS, WhatsApp, and voice calls from an AI agent via Twilio. | communication, sms | 10 min | Low | Official | |
| 15 | Hyperbrowser Hosted Chromium with proxies and anti-bot evasion for AI agents. | browser, automation | 6 min | Low | Official | |
| 16 | Bitbucket Manage Bitbucket Cloud repos, pipelines, and pull requests from an AI agent. | git, bitbucket | 10 min | Medium | Official | |
| 17 | Microsoft Teams Read channel messages, post replies, and trigger meetings from MS Teams. | communication, microsoft | 20 min | Medium | Official | |
| 18 | AWS Inspect AWS resources, read CloudWatch logs, and audit IAM from an AI agent. | aws, cloud | 15 min | Medium | Official | |
| 19 | Notion Read, write, and search across Notion pages, databases, and blocks. | notion, docs | 5 min | Low | Official | |
| 20 | Sentry Triage errors, inspect traces, and query events from Sentry. | sentry, errors | 3 min | Low | Official | |
| 21 | Shopify Read products, orders, and inventory from your Shopify store. | shopify, ecommerce | 10 min | Medium | Official | |
| 22 | DuckDB In-process analytical SQL over files and Parquet from an AI agent. | database, olap | 2 min | Low | ||
| 23 | Postgres MCP Pro Production-grade Postgres MCP with index advice, EXPLAIN, and health checks. | database, sql | 5 min | Medium | ||
| 24 | MySQL Run read-only MySQL queries and inspect schemas from an AI agent. | database, sql | 5 min | Low | ||
| 25 | Postmark Send transactional email from an AI agent — verified deliverability, audit-friendly. | email, postmark | 5 min | Low | ||
| 26 | Zapier Expose 8,000+ Zapier integrations as tools your AI agent can call. | zapier, automation | 5 min | Low | Official | |
| 27 | Discord Read and post to Discord channels — community management for AI agents. | discord, chat | 10 min | Medium | ||
| 28 | Google Maps Geocoding, place search, directions, and travel times from Google Maps. | maps, geocoding | 5 min | Low | ||
| 29 | Figma Inspect Figma designs, components, and variables from an agent. | figma, design | 5 min | Medium | ||
| 30 | BigQuery Query Google BigQuery datasets from Claude, Cursor, and VS Code. | database, warehouse | 10 min | Medium | ||
| 31 | Make (Integromat) Trigger Make scenarios and inspect runs from an AI agent. | automation, workflow | 7 min | Low | ||
| 32 | Telegram Send messages and read channel history from a Telegram bot in an agent. | communication, messaging | 6 min | Low | ||
| 33 | Mattermost Self-hosted Slack alternative — read and post from an AI agent. | communication, chat | 8 min | Low | ||
| 34 | Browser-Use Vision-first browser automation built for AI agents. | browser, automation | 10 min | Medium | ||
| 35 | Gitea Self-hosted Git server — manage repos, issues, and PRs from an AI agent. | git, gitea | 10 min | Medium | ||
| 36 | SendGrid Send email and inspect deliverability via SendGrid from an AI agent. | email, sendgrid | 10 min | Medium | ||
| 37 | Snowflake Inspect schemas and run SQL against a Snowflake account from an AI agent. | database, warehouse | 15 min | Medium | ||
| 38 | HashiCorp Vault Read dynamic and static secrets from HashiCorp Vault inside agent workflows. | security, secrets | 15 min | Medium | ||
| 39 | Workato Enterprise iPaaS — trigger Workato recipes from an AI agent. | automation, workflow | 12 min | Medium | ||
| 40 | Supabase Full Supabase access: database, auth, storage, and edge functions. | supabase, database | 5 min | Low | ||
| 41 | Slack Read and send Slack messages, manage channels and threads. | slack, messaging | 10 min | Medium | ||
| 42 | Linear Manage Linear issues, projects, and cycles from AI context. | linear, project-management | 5 min | Medium | ||
| 43 | Google Calendar Read, create, and manage events across Google Calendar. | google-calendar, scheduling | 10 min | Medium |
Top Business MCPs ranked
Detailed cards with setup time, complexity, and key labels.
Official
Query and inspect MongoDB collections from Claude, Cursor, and VS Code.
database, nosql, mongodb, atlas
Official
Inspect keys, run commands, and debug Redis from an AI agent.
database, cache, redis, valkey
Official
Run pre-built browser-automation Actors on managed infrastructure.
browser, automation, scraping, apify
Official
Embedded and hosted vector database for AI agents — open source, zero-ops.
vector-db, chroma, embeddings, retrieval
6
OfficialPersistent memory layer for AI agents — auto-summarised, cross-session recall.
memory, mem0, recall, personalization
Official
Inspect deployments, logs, and project state on Vercel from an AI agent.
vercel, hosting, deployment, nextjs
Official
Manage payments, customers, and subscriptions through Stripe.
stripe, payments, billing, commerce
Official
Query ClickHouse and ClickHouse Cloud columnar warehouses from an AI agent.
database, warehouse, clickhouse, olap
Official
Search indices, inspect mappings, and run queries against Elasticsearch from an AI agent.
database, search, elasticsearch, elastic
Official
Inject 1Password secrets into an AI agent's tool calls without exposing them in chat.
security, secrets, 1password, vault
12
OfficialOpen-source SAST scanning against custom rules from an AI agent.
security, sast, semgrep, static-analysis
13
OfficialInject secrets from Doppler into agent workflows without exposing values in chat.
security, secrets, doppler, credentials
14
OfficialSend SMS, WhatsApp, and voice calls from an AI agent via Twilio.
communication, sms, whatsapp, voice
Official
Hosted Chromium with proxies and anti-bot evasion for AI agents.
browser, automation, hyperbrowser, proxies
Official
Manage Bitbucket Cloud repos, pipelines, and pull requests from an AI agent.
git, bitbucket, atlassian, pipelines
Official
Read channel messages, post replies, and trigger meetings from MS Teams.
communication, microsoft, teams, m365
18
OfficialInspect AWS resources, read CloudWatch logs, and audit IAM from an AI agent.
aws, cloud, cloudwatch, iam
19
Official
Read, write, and search across Notion pages, databases, and blocks.
notion, docs, databases, knowledge
20
OfficialTriage errors, inspect traces, and query events from Sentry.
sentry, errors, monitoring, observability
21
Official
Read products, orders, and inventory from your Shopify store.
shopify, ecommerce, products, orders
22
In-process analytical SQL over files and Parquet from an AI agent.
database, olap, duckdb, parquet
Production-grade Postgres MCP with index advice, EXPLAIN, and health checks.
database, sql, postgres, performance
24
Run read-only MySQL queries and inspect schemas from an AI agent.
database, sql, mysql, mariadb
25
Send transactional email from an AI agent — verified deliverability, audit-friendly.
email, postmark, transactional, deliverability
26
OfficialExpose 8,000+ Zapier integrations as tools your AI agent can call.
zapier, automation, integrations, workflow
5 minLow
27
Read and post to Discord channels — community management for AI agents.
discord, chat, community, bot
Geocoding, place search, directions, and travel times from Google Maps.
maps, geocoding, places, directions
29
Inspect Figma designs, components, and variables from an agent.
figma, design, design-to-code, components
30
Query Google BigQuery datasets from Claude, Cursor, and VS Code.
database, warehouse, bigquery, google-cloud
Trigger Make scenarios and inspect runs from an AI agent.
automation, workflow, make, integromat
32
Send messages and read channel history from a Telegram bot in an agent.
communication, messaging, telegram, bot
Self-hosted Slack alternative — read and post from an AI agent.
communication, chat, mattermost, self-hosted
Vision-first browser automation built for AI agents.
browser, automation, browser-use, vision
35
Self-hosted Git server — manage repos, issues, and PRs from an AI agent.
git, gitea, forgejo, codeberg
36
Send email and inspect deliverability via SendGrid from an AI agent.
email, sendgrid, transactional, deliverability
Inspect schemas and run SQL against a Snowflake account from an AI agent.
database, warehouse, snowflake, sql
Read dynamic and static secrets from HashiCorp Vault inside agent workflows.
security, secrets, vault, hashicorp
39
Enterprise iPaaS — trigger Workato recipes from an AI agent.
automation, workflow, workato, ipaas
40
Full Supabase access: database, auth, storage, and edge functions.
supabase, database, backend, postgres
41
Read and send Slack messages, manage channels and threads.
slack, messaging, communication, automation
42
Manage Linear issues, projects, and cycles from AI context.
linear, project-management, issues, productivity
Read, create, and manage events across Google Calendar.
google-calendar, scheduling, events, productivity
Archived (historical reference)
5 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.