SAP MCP server
SAP has no single MCP server. S/4HANA and ECC use the Integration Suite MCP gateway, Business One has sample code, ByDesign has nothing official.
MCP server status · checked October 28, 2026
Which business systems have an MCP server?
As of October 2026, 23 of the 40 business systems we track have an official MCP server that is generally available. 11 more are in preview, early access or sample code, and 6 have nothing from the vendor. The table shows what exists for each system, the other ways to connect it to AI assistants, and where a custom server still adds value.
23official and generally available
11preview, early access or sample code
6no official server
Each row is verified against the vendor’s documentation and dated. We re-check the table every quarter. AIONDATA is an independent provider; product names belong to their owners.
Need a team to implement it? We build MCP servers for business systems and customer-facing SaaS products, from tool design to deployment and handover.
In-depth MCP guides
SAP Business One MCP server
SAP ships MCP server sample code for Business One FP 2608, not a product. Service Layer needs, tools, and how to connect Claude, ChatGPT or Copilot.
NetSuite MCP server
NetSuite has an official MCP server: the AI Connector Service with the free MCP Standard Tools SuiteApp. What it covers, its limits, and custom tools.
Dynamics 365 Business Central MCP server
Business Central has an official MCP server for online environments: read-only by default, Entra OAuth. Claude, ChatGPT, Copilot setup; on-prem options.
Odoo MCP server
Odoo 20 has a built-in MCP server with OAuth sign-in or an MCP-scoped API key. Versions, plans, community servers and how to connect Claude, ChatGPT or Copilot.
Paycor MCP server
Paycor has no MCP server yet but says one is planned. StackOne, Knit, Merge and Unified.to compared, plus API access rules and payroll-safe tools for Claude.
TallyPrime MCP server
Yes, but limited: Tally documents a TallyPrime MCP plug-in for Claude Desktop. Compare open-source, hosted and custom options for ChatGPT and Copilot.
ADP MCP server
ADP has published no MCP server. Compare StackOne, Knit, Unified.to and Aquera, ADP API Central access rules and payroll-safe tools for Claude or Copilot.
QuickBooks MCP server
Yes: Intuit hosts QuickBooks connectors for Claude, ChatGPT, Perplexity and Muse (US only) and shares an open-source MCP server. Limits, API fees, custom tools.
Salesforce MCP server
Yes, Salesforce has official hosted MCP servers, GA since April 2026. Which one to use, how to connect Claude, ChatGPT and Copilot, and when to go custom.
Shopify MCP server
Yes. Shopify’s own connectors link Claude, ChatGPT, Gemini, Grok and Microsoft 365 Copilot to your store but block refunds. Dev MCP, UCP and custom compared.
Adobe Commerce (Magento) MCP server
The Adobe Commerce MCP server is announced but not released. Compare Magento MCP modules, hosted tools and custom servers for Claude, ChatGPT or Copilot.
Acumatica MCP server
Yes, since 2026 R2: Acumatica’s built-in MCP servers give Claude, ChatGPT and Gemini read-only generic inquiries. What they cover, limits and custom options.
MCP server status by system
“Custom build value” shows how much a server built around the system’s business rules adds over what already exists: document flows, approvals, cross-system actions, on-premises access. Where the value is low, the official server is usually the right start.
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| SAP Business OneMCP guide · Integrations | Sample code only SAP provides MCP server sample code with SAP Business One 10.0 FP 2608 (Service Layer CRUD with in-client confirmation); you download, host and maintain it yourself.Checked October 20, 2026 · SAP Help: MCP Server for SAP Business One - Sample Code, CompuTec: MCP Server for SAP Business One, Makini: SAP Business One MCP server | CompuTec AppEngine and Makini offer commercial Business One MCP servers; CData's open-source server is local and read-only. | High Official code is a sample for FP 2608+; production hosting, support and older releases need custom work. |
| SAP S/4HANAMCP guide · Integrations | No official server SAP offers no ready-made S/4HANA MCP server for outside AI clients; the MCP gateway in SAP Integration Suite (service-plan dependent) publishes your own from S/4HANA APIs.Checked October 20, 2026 · SAP Help: MCP Server in SAP Integration Suite, SAP Architecture Center: Third-Party MCP Access to SAP Solutions, GitHub: oisee/odata_mcp_go | Open-source OData-to-MCP bridges such as oisee/odata_mcp_go and lemaiwo/btp-sap-odata-to-mcp-server; SAP requires third-party servers to follow its API Policy. | High No turnkey server, and SAP warns raw APIs without business context risk incorrect transactions. |
| SAP Business ByDesignMCP guide · Integrations | No official server SAP offers no MCP server for Business ByDesign; integration runs through its documented web services and APIs.Checked October 28, 2026 · SAP Help: SAP Business ByDesign, mcpbizapps: AI for SAP Business ByDesign, tools and setup, GitHub: CDataSoftware/sap-bydesign-mcp-server-by-cdata | mcpbizapps, AIONDATA's own governed gateway, offers 24 ByDesign tools (look-ups plus previewed sales orders and contact changes) with roles, approvals and an audit log; CData offers an open-source local, read-only server that needs its licensed JDBC driver, plus its hosted Connect AI service. | Medium No official server; mcpbizapps covers the common look-ups and sales orders, so custom work is for rules and tools beyond its 24. |
| NetSuiteMCP guide · Integrations | Yes, generally available Oracle's NetSuite AI Connector Service (no extra fee) and free MCP Standard Tools SuiteApp (25 tools as of October 2026) give OAuth clients record (including transform and record action), file, report, saved search and read-only SuiteQL tools; Administrator role unsupported.Checked October 20, 2026 · Oracle NetSuite Help: NetSuite AI Connector Service FAQ, Oracle NetSuite Help: Available Tools in the MCP Standard Tools SuiteApp, GitHub: oracle-samples/netsuite-suitecloud-samples (MCP sample tools) | Zapier and Composio host NetSuite tools; Oracle publishes SuiteScript samples for adding your own custom MCP tools. | Low Official remote server covers core records; custom tools add your own approval and posting rules. |
| Microsoft Dynamics 365 Business CentralMCP guide · Integrations | Yes, generally available Microsoft's official remote server has been generally available since update 28.0; update 29.0 (2026 release wave 2, October 2026) adds read-only data query tools, still labelled preview in Microsoft's MCP docs. Business Central online only; read-only by default until admins enable writes.Checked October 20, 2026 · Microsoft Learn: Model Context Protocol (MCP) in Business Central overview, Microsoft Learn: Update 28.0 for Business Central 2026 release wave 1, Microsoft Learn: Update 29.0 for Business Central 2026 release wave 2, Microsoft Learn: Configure Business Central MCP Server | Community SShadowS/business-central-mcp also reaches on-premises BC27 and BC28; Unified.to offers hosted Business Central tools. | Medium Official server is online-only and read-only by default; on-premises needs another route. |
| Dynamics 365 Finance & OperationsIntegrations | Yes, generally available Microsoft's Dynamics 365 ERP MCP server is generally available (Jan 27, 2026) with data, form and action tools; clients other than Copilot Studio pay 0.1 Copilot Credits per tool call unless on a Finance or Supply Chain Management Premium licence, and the older static ERP MCP server was retired on Oct 1, 2026.Checked October 20, 2026 · Microsoft Learn: Use Model Context Protocol for finance and operations apps, Microsoft release plan: Build agents for finance and operations with MCP, Microsoft Learn: Security for Dynamics 365 ERP MCP | Unified.to and CData offer Finance and Operations connectors (CData also supports on-premises); open-source servers are few and small. | Medium GA server is broad, but calls from other clients cost credits and third-party options are thin. |
| AcumaticaMCP guide · Integrations | Yes, generally available As of October 2026, Acumatica 2026 R2 (generally available Oct 1, 2026) includes built-in MCP servers: administrators expose published Generic Inquiries as read-only tools for Claude, ChatGPT, Gemini and other MCP clients, and each call runs under the user's access rights and is logged.Checked October 20, 2026 · Acumatica press release: 2026 R2 release with embedded AI (Oct 1, 2026), Acumatica: 2026 R2 product page, Acumatica Community: Introducing Acumatica Cloud ERP 2026 R2, GitHub: hallboys/MCP4Acumatica | Open-source MCP4Acumatica (targets 2025 R2) runs on Cloudflare Workers with per-user OAuth (51 tools, one write); CData Connect AI, Apideck and Unified.to offer hosted connectors. | Medium Official servers are read-only and need 2026 R2; writes, approvals and cross-system workflows still need a custom server. |
| Sage IntacctIntegrations | Yes, generally available Sage Intacct's MCP server (AI Gateway) is generally available in the US, UK, Canada, Australia and South Africa; it is read-only and needs a Web Services Developer license plus the add-on.Checked September 26, 2026 · Sage press release: Sage Intacct expands trusted automation (May 28, 2026), Sage Developer: Sage Intacct AI Gateway guide, Sage Developer: MCP setup and connection guide | Zapier adds write actions such as bills and invoices; Unified.to and CData also cover Sage Intacct; open-source servers are small. | Medium Official server is read-only and a paid add-on; write workflows need other tools. |
| OdooMCP guide · Integrations | Yes, generally available New in Odoo 20 (Sept 2026): a built-in MCP server at your database URL plus /mcp; as of October 2026 it supports OAuth sign-in (recommended, internal users) or an MCP-scoped API key, with five read tools exposed by default and other tools exposed manually.Checked October 20, 2026 · Odoo 20.0 documentation: AI MCP server, Odoo 20 release notes, GitHub: erpipe-org/mcp-odoo | Open-source erpipe-org/mcp-odoo and ivnvxd/mcp-server-odoo work with older Odoo versions; ERPipe runs a hosted gateway with human approval (free beta). | Medium Built-in server needs Odoo 20; older versions and custom rules rely on community or custom servers. |
| Epicor KineticIntegrations | Announced, not released Epicor said in May 2026 that its headless ERP work lets AI agents act inside its ERP through standards such as MCP, but no public Epicor MCP server, docs or release date was found.Checked October 20, 2026 · Epicor news release: Epicor introduces agentic AI stack (May 19, 2026), Makini: Epicor Kinetic MCP server, Unified.to: Epicor Kinetic | Makini, Unified.to and CData offer Epicor Kinetic connectors; open-source acroston1/epicor-mcp-oss is small and read-only. | High No usable official server yet, and the open-source options are read-only. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| SalesforceMCP guide · Integrations | Yes, generally available Salesforce Hosted MCP Servers are generally available (April 2026) for Enterprise Edition and above and intended for Flex Credits customers, with OAuth/PKCE and each user's permissions, field-level security and sharing rules enforced; as of October 2026 the Data 360, Slackbot and Marketing Engagement servers are also GA and Headless 360 is in open beta.Checked October 20, 2026 · Salesforce Developers blog: Hosted MCP Servers are now generally available, Salesforce news: Expanding Headless 360 enterprise capabilities (Aug 19, 2026), Salesforce Developers: Hosted MCP Servers, get started, GitHub: salesforcecli/mcp | Salesforce's DX MCP server (beta, salesforcecli/mcp) targets developers; Zapier and Composio host Salesforce tools; tsmztech/mcp-server-salesforce is a community option. | Low Hosted servers already run your Flows and Apex; custom adds ERP context and agents that run with no user signed in. |
| HubSpotIntegrations | Yes, generally available HubSpot's remote MCP server (mcp.hubspot.com) has been generally available to all accounts since April 13, 2026, with CRM, marketing and content reads and writes over OAuth 2.1 with PKCE (Fall 2026 Spotlight, Sept 15, 2026); some objects are read-only and quotes are in beta.Checked October 20, 2026 · HubSpot changelog: Remote HubSpot MCP server is now generally available, HubSpot changelog: Fall 2026 Spotlight (Sept 15, 2026), HubSpot docs: Integrate AI tools with the HubSpot MCP server | Zapier and Composio host HubSpot tools; community servers such as baryhuang/mcp-hubspot run locally. | Low Official remote server covers most CRM work; custom adds rules that span other systems. |
| Zoho CRMIntegrations | Yes, generally available Zoho offers four pre-built remote Zoho CRM MCP servers (read-only insights, record CRUD, customization, workflows) with OAuth; calls use your normal API credits.Checked October 20, 2026 · Zoho CRM developer docs: Zoho CRM MCP overview, Claude connectors: Zoho CRM | Zapier and Composio host Zoho CRM tools. | Low Official servers cover data, schema and workflows; custom adds rules that span other systems. |
| Microsoft Dynamics 365 SalesIntegrations | Yes, generally available Microsoft's Dataverse MCP server (GA Dec 15, 2025) reaches Dynamics 365 Sales tables and records; the Sales-specific MCP server is in preview. Non-Copilot Studio use is billed unless licensed.Checked October 20, 2026 · Microsoft Learn: Connect to Dataverse with model context protocol (MCP), Microsoft release plan: Dataverse MCP Server, Microsoft Learn: Dynamics 365 Sales MCP Server connector (Preview) | Zapier, Composio and Unified.to host Dynamics 365 Sales tools. | Low GA Dataverse server plus hosted options; custom adds your own sales process rules. |
| PipedriveIntegrations | Yes, generally available Pipedrive's hosted MCP server is generally available on every plan with OAuth, covering deals, leads, people, organizations, activities, products and notes; no delete tools; token limits apply.Checked October 20, 2026 · Pipedrive: MCP server, Pipedrive Knowledge Base: Pipedrive MCP tools, Pipedrive newsroom: MCP connector in Claude's marketplace | Zapier and Composio host Pipedrive tools; WillDent/pipedrive-mcp-server is the most-starred open-source option. | Low Official server plus broad hosted coverage; custom adds deletes, other objects and your own rules. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| QuickBooks OnlineMCP guide · Integrations | Yes, generally available As of October 2026, Intuit hosts QuickBooks connectors for Claude and ChatGPT for US customers (74 tools in Claude; invoice writes and payroll lookups since July 2026), plus Perplexity Computer (Aug 2026) and Meta's Muse (Oct 2026), and shares an open-source local server it introduced as a sandbox-only early preview.Checked October 20, 2026 · Intuit blog: QuickBooks expands into Claude and ChatGPT, Intuit blog: QuickBooks and Mailchimp in Perplexity Computer (Aug 31, 2026), Intuit blog: QuickBooks joins Muse for small business (Oct 1, 2026), QuickBooks help: Use Claude to enter transactions and get insights, Claude connectors: Intuit QuickBooks, GitHub: intuit/quickbooks-online-mcp-server | Zapier and Composio host QuickBooks Online tools. | Medium Official connector is US-only with no payables tools; the open-source server is a local preview. |
| XeroIntegrations | Yes, generally available As of October 2026, Xero's Claude connector for businesses is read-only, while its Developer Remote MCP Server (api.xero.com/mcp/v1, generally available Oct 13, 2026) gives developer apps 39 read and write tools, including invoices, payments and manual journals, under OAuth with PKCE; it is included for Commercial Apps on the Core plan or above.Checked October 20, 2026 · Xero Developer: Developer Remote MCP overview, Xero Developer blog: The Xero Remote MCP is now generally available (Oct 13, 2026), Xero: Claude connector, GitHub: XeroAPI/xero-mcp-server | Meridian by Pilot offers a free read/write Xero connector for Claude and ChatGPT; Zapier and Composio host Xero tools; Xero's open-source server runs locally. | Medium The business-facing connector is read-only; hosted writes need a developer app on a paid Xero Developer plan, plus your own confirmation and posting rules. |
| TallyPrimeMCP guide · Integrations | Preview or early access Tally documents a TallyPrime MCP plug-in for Claude Desktop that retrieves and analyzes company data; its help pages (Sept 18, 2026) sit behind a TallyHelp login.Checked October 20, 2026 · TallyHelp: TallyPrime MCP Tools, TallyHelp: Configure Claude Desktop with TallyPrime MCP, GitHub: dhananjay1405/tally-mcp-server, CData: Connect your LLM to Tally | Community dhananjay1405/tally-mcp-server (20 tools, mostly reads, no voucher posting) runs locally or on your own server; CData Connect AI and The Usual Accountant offer hosted endpoints. | High Official plug-in targets Claude Desktop and data retrieval; GST-aware voucher posting needs custom rules. |
| Zoho BooksIntegrations | Yes, generally available Zoho's official Zoho Books MCP is a default Claude connector (49 read and write tools) and works with other clients through Zoho MCP at no extra cost; calls use your API limits.Checked October 20, 2026 · Zoho Books Help: Set Up MCP Server for Zoho Books, Zoho MCP pricing, Claude connectors: Zoho Books | Composio, Zapier and Unified.to host Zoho Books tools; open-source Zoho Books servers are small projects. | Low Official read/write server plus hosted options; custom adds your own posting and approval rules. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| WorkdayIntegrations | Yes, generally available As of October 2026, Workday's Agent-Ready Tools, its MCP tools for reading and acting on HR and finance data under Workday's permissions and approvals, are generally available in Workday Extend AI (announced at Workday Rising, Oct 13, 2026).Checked October 20, 2026 · Workday press release: Trusted Agent Platform delivers headless access to HR and finance (Oct 13, 2026), Workday blog: Product announcements at Rising 2026 | Zapier, Composio and Unified.to offer hosted Workday tools. | Medium Official tools need Workday Extend AI; custom adds cross-system rules and payroll-safe scoping. |
| BambooHRIntegrations | Preview or early access BambooHR's hosted MCP server is in beta at your-subdomain.bamboohr.com/api/mcp with OAuth; it powers its Claude and ChatGPT connectors and covers 11 areas, but not payroll.Checked October 20, 2026 · BambooHR developer docs: MCP Server, Claude connectors: BambooHR | Zapier and Composio host BambooHR tools. | Medium Official server is in beta and has no payroll tools. |
| ADP Workforce NowMCP guide · Integrations | No official server As of October 2026, ADP has not announced or documented an MCP server; an ADP-run endpoint at mcp.adp.com publishes OAuth metadata but accepts only ADP-issued clients and has no public docs. ADP Assist runs inside ADP products and, through a Marketplace app, in Teams and Microsoft 365 Copilot; API access needs the API Central add-on (not listed for RUN).Checked October 20, 2026 · ADP: API Central, ADP: mcp.adp.com OAuth protected-resource metadata (undocumented endpoint), ADP Developer Resources: client integration overview, ADP Marketplace: ADP Assist for Microsoft Teams, StackOne: ADP Workforce Now MCP server | StackOne (53 actions), Knit (Workforce Now and RUN), Unified.to, Apideck and Aquera offer hosted ADP MCP tools. | High No public official server; payroll rules and personal data need a purpose-built, tightly scoped server. |
| PaycorMCP guide · Integrations | No official server As of October 2026, Paycor (part of Paychex) has no MCP server, but its WISE page says it plans "some MCP capabilities" and agent skills on its Platform APIs, with an early adopter program. Paychex WISE runs inside Paychex Flex, Paycor and SurePayroll and, since August 2026, in Microsoft 365 Copilot and Teams.Checked October 20, 2026 · Paycor: WISE intelligent HCM (FAQ on MCP plans), Paychex newsroom: WISE in Microsoft 365 Copilot and Teams (Aug 3, 2026), Paychex newsroom: Paychex launches WISE, Paycor: Integration Platform launch, StackOne: Paycor MCP server | StackOne (38 actions), Knit and Unified.to offer hosted Paycor MCP tools; no open-source Paycor MCP server was found on GitHub. | High No official or open-source server yet; payroll data needs strict scoping and personal data controls. |
| Zoho PeopleIntegrations | Yes, generally available Zoho People is listed among services supported by Zoho MCP (no extra cost), where you assemble your own server; Zoho publishes no People-specific tool list or Claude connector.Checked October 20, 2026 · Zoho MCP: Supported Zoho services, Zoho MCP pricing, Zapier MCP: Zoho People | Zapier offers a few Zoho People actions; Unified.to lists Zoho People. | Medium Official path is generic and undocumented for People; hosted alternatives are thin. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| ShopifyMCP guide · Integrations | Yes, generally available As of October 2026, Shopify's own connectors for Claude, ChatGPT, Gemini, Perplexity, Grok and Microsoft 365 Copilot edit products, inventory and discounts and read orders and customers in a store you own, but block refunds, cancellations and other order changes; its Dev MCP server serves app developers.Checked October 20, 2026 · Shopify Help Center: Building and managing your store with third-party AI tools, Shopify Help Center: Shopify plugin for Microsoft Copilot, Shopify Help Center: Considerations for third-party AI tools, Claude connectors: Shopify, Shopify developer docs: Shopify AI Toolkit | Zapier and Composio host Shopify tools; community GeLi2001/shopify-mcp wraps the Admin API. | Medium Nothing official changes orders, handles fulfillment exceptions or B2B terms, or plugs into Copilot Studio agents. |
| Adobe Commerce (Magento)MCP guide · Integrations | Announced, not released Adobe introduced a Commerce MCP server (catalog, cart, checkout, orders) at Summit in April 2026, but its documentation still says "Coming Soon" and its cloud release notes list no release; nothing from Adobe covers Magento Open Source.Checked October 20, 2026 · Adobe blog: Agentic upgrades in Adobe Commerce (Summit 2026), Adobe Experience League: Commerce MCP overview, Adobe Experience League: Adobe Commerce as a Cloud Service release notes, GitHub: magebitcom/magento2-mcp-module, Mirasvit: Magento 2 MCP server | Magebit's open-source magento2-mcp-module (MIT) and Mirasvit's paid extension run inside Magento; CData Connect AI is hosted; boldcommerce/magento2-mcp was last updated in April 2025. | High No released official server; store modules need review and role limits before any refund or stock write. |
| WooCommerceIntegrations | Preview or early access As of October 2026, WooCommerce's MCP integration is a developer preview that runs on your store through the WordPress MCP Adapter plugin with Application Password auth and covers products and orders; WooCommerce 11.3 removed the older WooCommerce-specific MCP endpoint.Checked October 20, 2026 · WooCommerce developer docs: Model Context Protocol (MCP) integration, WooCommerce developer blog: MCP abilities in 10.9 | Zapier and Unified.to offer hosted WooCommerce tools; techspawn/woocommerce-mcp-server is the most-starred open-source option. | Medium Official server is a self-hosted developer preview limited to products and orders. |
| BigCommerceIntegrations | Preview or early access BigCommerce's MCP server has been in beta since April 28, 2026 and serves shoppers: product search, cart and checkout handoff, plus B2B buyer tools; it has no store-admin tools.Checked October 20, 2026 · BigCommerce docs: MCP Server Overview, BigCommerce changelog: MCP Server (Beta), May 7, 2026 | Zapier covers a few customer and product actions; Unified.to lists BigCommerce; open-source servers are small projects. | Medium Official server is a storefront-only beta; back-office agents need another route. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| Amazon Seller CentralIntegrations | Preview or early access Amazon's Selling Partner connector (sellingpartner-ai.amazon.com/mcp) is a beta for sellers in Amazon's U.S. stores, signed in through Seller Central; write actions need your approval.Checked October 20, 2026 · About Amazon: Seller Assistant plugin for Amazon Quick and Claude, Claude connectors: Amazon Selling Partner, GitHub: amzn/selling-partner-agentic-toolkit | Zapier offers only a beta raw API request action; community SP-API servers such as mattcoatsworth/AmazonSeller-mcp-server are small. | Medium Official connector is a U.S.-only beta; other regions and your own workflows need a build. |
| Walmart MarketplaceIntegrations | No official server Walmart documents no MCP server for its Marketplace APIs; sellers integrate directly with the APIs or through approved solution providers.Checked October 20, 2026 · Walmart developer docs: Introduction to Marketplace APIs, Apideck: Walmart MCP server | Apideck's MCP server maps Walmart orders, stores and products; community Walmart Marketplace servers are very small. | High No official server and only thin third-party options for seller data. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| ShipStationIntegrations | Sample code only ShipStation's hosted MCP serves API documentation only; its GitHub has an MVP API v2 server (API key, Scale-Gold plan or higher) last updated in August 2025.Checked October 20, 2026 · ShipStation docs: Connect to ShipStation Documentation MCP, GitHub: shipstation/mcp-shipstation-api, Zapier MCP: ShipStation | Zapier offers Create Order plus a beta raw API request action; Composio covers ShipEngine; open-source ShipStation servers are small. | High No supported server for account data, and hosted options are thin. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| ZendeskIntegrations | Announced, not released Zendesk announced its MCP server in May 2026 as coming that summer; as of October 2026 it has no public docs or early access listing (a separate ChatGPT support-channel EAP uses an MCP server for Help Center answers). Zendesk's GA MCP client only calls other servers.Checked October 20, 2026 · Zendesk blog: Relate 2026 product announcements, Zendesk help: Current and upcoming early access programs, Zendesk help: General availability of the MCP client | Zapier and Composio host Zendesk tools; community reminia/zendesk-mcp-server runs locally. | Medium Official server not released yet; hosted tools exist, so custom value is in your own rules. |
| FreshdeskIntegrations | Yes, generally available Freshworks' remote Freshdesk MCP server has been generally available since Sept 10, 2026 on Growth, Pro and Enterprise plans; API-key auth only, with metered action allowances.Checked October 20, 2026 · Freshdesk support: Model Context Protocol (MCP) integration in Freshdesk | Zapier and Composio host Freshdesk tools; community effytech/freshdesk_mcp runs locally. | Low Official remote server plus hosted options; custom mainly adds per-user auth and your own rules. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| SlackIntegrations | Yes, generally available Slack's hosted MCP server (mcp.slack.com/mcp) has been generally available since Feb 17, 2026; clients must be a directory-published or internal Slack app using user OAuth.Checked October 20, 2026 · Slack developer docs: Slack MCP server overview, Slack blog: MCP server and Real-Time Search API now generally available | Zapier and Composio host Slack tools; korotovsky/slack-mcp-server is a popular open-source option. | Low GA server plus broad hosted and open-source options; custom adds your own workflow rules. |
| Microsoft TeamsIntegrations | Yes, generally available As of October 2026, Microsoft's Work IQ MCP server (GA June 16, 2026; usage-billed) reads Teams messages along with mail and files, and admins can allow writes such as posting through tenant policy (blocked by default); the older Teams-specific MCP server is kept only for backward compatibility.Checked October 20, 2026 · Microsoft Learn: Work IQ MCP overview, Microsoft Learn: Work IQ MCP tool reference, Microsoft Learn: Agent 365 MCP server options (legacy workload servers), Microsoft Learn: Work IQ overview | Zapier and Composio host Teams tools; open-source options include Softeria/ms-365-mcp-server and InditexTech/mcp-teams-server. | Low GA server with admin-controlled writes plus hosted and open-source options; custom adds your own approval rules. |
| System | Official MCP server | Other ways to connect | Custom build value |
|---|---|---|---|
| SnowflakeIntegrations | Yes, generally available The Snowflake-managed MCP server has been generally available since Nov 4, 2025, with Cortex Agent, Analyst, Search, SQL and custom tools under role-based access; as of October 2026 it also runs in government regions except Azure US Gov Virginia, without FedRAMP authorization yet.Checked October 20, 2026 · Snowflake docs: Snowflake-managed MCP server, Snowflake release note: Snowflake-managed MCP server (GA), Nov 4, 2025 | Zapier and Composio host Snowflake tools; the older Snowflake-Labs open-source server is deprecated in favor of the managed one. | Low Official server covers governed queries; custom adds joins with your other business systems. |
| DatabricksIntegrations | Preview or early access As of October 2026, Databricks' Genie One MCP is generally available, its newer SQL, web search and sandbox MCPs run through Unity Gateway in beta, and the earlier per-workspace managed servers (Unity Catalog functions, AI Search, SQL) remain as legacy endpoints in preview.Checked October 20, 2026 · Databricks docs: Databricks managed MCP servers, Databricks docs: Databricks-provided MCP Services, Databricks docs: Databricks SQL MCP server | Zapier and Composio host Databricks tools; the databricks-solutions/ai-dev-kit repo includes an open-source MCP server maintained on a best-effort basis. | Medium Most MCPs are preview or beta, and the SQL services allow writes unless you disable them. |
| PostgreSQLIntegrations | No official server The PostgreSQL project ships no MCP server; the original read-only reference server is archived, and database vendors and open-source projects fill the gap.Checked October 20, 2026 · GitHub: archived reference PostgreSQL MCP server, GitHub: googleapis/mcp-toolbox, GitHub: crystaldba/postgres-mcp | Google's MCP Toolbox for Databases and crystaldba/postgres-mcp are self-hosted open-source options; Supabase and Neon ship servers for their services; Zapier has row actions. | Medium No vendor server, but strong open-source options exist; each must be self-hosted and scoped. |
| Google BigQueryIntegrations | Yes, generally available Google's remote BigQuery MCP server (bigquery.googleapis.com/mcp) has been generally available since April 20, 2026 with OAuth and IAM; results cap at 3,000 rows and queries at three minutes.Checked October 20, 2026 · Google Cloud docs: Use the BigQuery MCP server, Google Cloud: BigQuery release notes | Zapier and Composio host BigQuery tools; Google's open-source MCP Toolbox for Databases runs locally. | Low GA server plus hosted options; custom adds governed business metrics and larger exports. |
| Amazon S3Integrations | Yes, generally available AWS covers S3 through its general AWS MCP Server (GA May 2026, IAM auth), which is built for coding agents; as of October 2026 it runs in eight regions across the US, Europe and Asia Pacific.Checked October 20, 2026 · AWS What's New: Agent Toolkit for AWS (May 2026), AWS What's New: AWS MCP Server in six additional Regions (Oct 2, 2026), AWS docs: Understanding the MCP Server tools, AWS Labs: S3 Tables MCP server | Zapier hosts a few S3 actions; AWS Labs' open-source S3 Tables server is read-only by default. | Low GA server reaches S3 under IAM; custom adds business-level tools over your files. |
When a custom MCP server is worth it
An official server is the right start when it covers your edition and the questions your team asks. A custom server earns its place in a few specific situations:
- The vendor has no server, or offers sample code rather than a supported product.
- The official server covers only the cloud edition, and your system runs on-premises.
- Agents need to write, and each write needs validation, an approval step and an audit record.
- One request spans several systems, such as an order in Shopify, stock in SAP and a ticket in Zendesk.
- The work depends on business rules no generic tool applies, such as posting periods, tax rules or payroll logic.
Or subscribe to a governed gateway
Where a build is more than the job needs, mcpbizapps, AIONDATA’s own governed MCP gateway, puts one control point between Claude, ChatGPT or Copilot Studio and a business app: roles per tool, a preview before every change, approval above a set amount and an audit log kept one year. SAP Business ByDesign connects today with 24 tools, and 294 apps are listed and set up for a team in a two to four weeks guided pilot. Because we sell both, the product page carries a plain table of when to subscribe and when to build.
MCP server questions
What is an MCP server?
An MCP server makes a system’s data and actions available as tools that AI assistants can call through the Model Context Protocol, an open standard supported by Claude, ChatGPT, Microsoft Copilot Studio and many agent frameworks. The server decides which records an assistant can read, which actions it can request and under whose identity each call runs.
If a vendor ships an official MCP server, do we still need anything custom?
Often not for simple, read-only questions in the vendor’s cloud edition. Teams usually need more when the official server is limited to one edition or read-only access, when a task spans several systems, when writes need approval steps, or when the system runs on-premises. The table marks where that gap is largest.
How do we connect an MCP server to Claude, ChatGPT or Copilot?
Each assistant connects to remote MCP servers with its own setup, authentication options and admin controls. Our Claude, ChatGPT and Copilot pages explain the differences, and each in-depth guide below covers the setup for that system.
How current is this page?
Every row shows the date it was verified against the vendor’s documentation, and we re-check the whole table every quarter. Vendors are releasing MCP servers quickly, so if you know of a change, tell us and we will review it.
Is there a hosted, governed option instead of a custom build?
Yes. mcpbizapps, AIONDATA’s own governed MCP gateway, connects SAP Business ByDesign today with 24 tools and lists 294 business apps that are set up for a team in a guided pilot, each behind roles, a preview before every change, approval above a set amount and an audit log. It suits cloud-hosted access with those published controls; on-premises systems, cross-system rules and data residency outside the US still call for a custom server.
Can you build an MCP server for a system that is not listed?
Yes, if the system has an API or a database you are allowed to reach. We start with a short scoping call on the questions and actions that matter, then design read-only tools first and add write actions with approvals once your team trusts them.
Need an MCP server for one of these systems?
Tell us the system, the questions your team asks and the actions that matter. We’ll recommend the official route where it fits and scope a custom server where it doesn’t.
Please share the system and the workflow—not credentials or customer records.
The people behind the work.Get to know our team and life at AIONDATA. Meet the team 
NVIDIA Inception member
Part of NVIDIA’s program for startups building with AI and accelerated computing.
About the program
Bay Area roots. Enterprise experience.
Pravin’s experience includes Google and SmartBear. Sravan previously held leadership roles at JPMorgan Chase and First Republic Bank.
Meet the foundersSan Francisco Bay Area, California
9110 Alcosta Blvd Ste H345, San Ramon, CA 94583
US-led delivery, with engineering in India. Supporting US and international organizations.