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pre[class*=language-]{background-color:rgba(var(--ui-12-rgb),.5);color:var(--text-01);text-shadow:none;padding:var(--spacing-00);border-radius:var(--spacing-00);font-size:smaller}","isGSAPEnabled":false,":type":"snowflake-site/components/markup-editor"},"responsivegrid":{"columnClassNames":{"quickstart_hero":"aem-GridColumn aem-GridColumn--default--12","flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12","markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnCount":12,":items":{"quickstart_hero":{"id":"quickstart-hero-b4c6c94ccb","quickstartHeroTitle":{"lines":["Getting Started with MCP Connectors in Snowflake Intelligence"],"type":"heading2",":type":"snowflake-site/components/title-v2"},"quickstartHeroAuthor":"Josh 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------------------------ -->\n","\u003Ch2\u003EOverview\u003C/h2\u003E\n","\u003Cp\u003EConnect Cortex Agents to \u003Cstrong\u003ESnowflake-managed MCP servers\u003C/strong\u003E (Cortex Search, Cortex Analyst) and \u003Cstrong\u003Eexternal MCP connectors\u003C/strong\u003E (Atlassian, GitHub, Glean, Linear, Salesforce). Data, tools, MCP servers, and agents are all governed in Snowflake via RBAC.\u003C/p\u003E\n","\u003Cp\u003EThis guide uses sample data across HR, Finance, and IT schemas to create Cortex Agents backed by Snowflake-managed MCP servers, with optional external MCP connectors for SaaS tools. You'll interact with all of them through \u003Cstrong\u003ESnowflake CoWork\u003C/strong\u003E.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003ESnowflake CoWork (MCP Client)\n  |\n  +-- HR Assistant          --> handbook_comp_server, benefits_server, org_server\n  +-- Finance Assistant     --> budget_server, product_usage_server, invoice_search_server, ...\n  +-- IT Ops Assistant      --> incident_server, infra_monitor_server\n  |\n  +-- External MCP Connectors (optional): Atlassian | GitHub | Glean | Linear | Salesforce\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EWhat You'll Build\u003C/h3\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EObject\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ECount\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EDetails\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECortex Agents\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E3\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Ehr_agent\u003C/code\u003E, \u003Ccode\u003Efinance_agent\u003C/code\u003E, \u003Ccode\u003Eit_agent\u003C/code\u003E\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EMCP Servers (internal)\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E10\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECortex Search + Cortex Analyst tools\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EExternal MCP Connectors\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E0+ (optional)\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EAtlassian, GitHub, Glean, Linear, and/or Salesforce\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECortex Search Services\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E3\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EEmployee handbook, IT incidents, invoices\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ESemantic Views\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E8\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECompensation, benefits, org, budget, product usage, spend, P&L, infra, SLA\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ETables\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E16\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EAcross HR, Finance, and IT schemas\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ERBAC Roles\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E3\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Ehr_analyst_role\u003C/code\u003E, \u003Ccode\u003Efinance_analyst_role\u003C/code\u003E, \u003Ccode\u003Eit_ops_role\u003C/code\u003E\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Ch3\u003EWhat You'll Learn\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EHow to create \u003Cstrong\u003Eexternal MCP connectors\u003C/strong\u003E for SaaS providers via OAuth\u003C/li\u003E\u003Cli\u003EHow to create \u003Cstrong\u003ESnowflake-managed MCP servers\u003C/strong\u003E with Cortex Search and Cortex Analyst tools\u003C/li\u003E\u003Cli\u003EHow to wire both types of MCP servers into \u003Cstrong\u003ECortex Agents\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003EHow \u003Cstrong\u003ERBAC\u003C/strong\u003E governs which roles can access which agents and MCP servers\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EPrerequisites\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EA \u003Ca href=\"https://signup.snowflake.com/?utm_source=snowflake-devrel&utm_medium=developer-guides&utm_cta=developer-guides\"\u003ESnowflake account\u003C/a\u003E with \u003Ccode\u003EACCOUNTADMIN\u003C/code\u003E (or a role with \u003Ccode\u003ECREATE DATABASE\u003C/code\u003E, \u003Ccode\u003ECREATE ROLE\u003C/code\u003E, \u003Ccode\u003ECREATE INTEGRATION\u003C/code\u003E privileges)\u003C/li\u003E\u003Cli\u003EA warehouse (this guide uses \u003Ccode\u003ECOMPUTE\u003C/code\u003E)\u003C/li\u003E\u003Cli\u003EAccess to \u003Ca href=\"https://docs.snowflake.com/en/user-guide/snowflake-cortex/snowflake-intelligence/getting-started\"\u003ESnowflake CoWork\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Cem\u003E(Optional)\u003C/em\u003E For external connectors: an account with one or more SaaS providers (Atlassian, GitHub, Glean, Linear, or Salesforce)\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EArchitecture\u003C/h3\u003E\n","\u003Cp\u003EThere are two kinds of MCP servers in this guide:\u003C/p\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003E \u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ESnowflake-Managed (Internal)\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EExternal MCP Connector\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECreated with\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003ECREATE MCP SERVER ... FROM SPECIFICATION\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003ECREATE API INTEGRATION\u003C/code\u003E + \u003Ccode\u003ECREATE EXTERNAL MCP SERVER\u003C/code\u003E\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ETools\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECortex Search, Cortex Analyst, Execute SQL\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EDiscovered from remote MCP endpoint (\u003Ccode\u003Etools/list\u003C/code\u003E)\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EAuth\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ESnowflake RBAC\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EOAuth (user authenticates in Snowflake CoWork)\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EUse case\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EQuery your Snowflake data\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EConnect to SaaS tools (Jira, GitHub, Salesforce, etc.)\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EFoundation Setup\u003C/h2\u003E\n","\u003Cp\u003ECreate the \u003Ccode\u003EACME_CORP\u003C/code\u003E database with 16 tables across three domain schemas.\u003C/p\u003E\n","\u003Ch3\u003ECreate Database and Schemas\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE ROLE ACCOUNTADMIN;\nUSE WAREHOUSE COMPUTE;\n\nCREATE DATABASE IF NOT EXISTS ACME_CORP;\nCREATE SCHEMA IF NOT EXISTS ACME_CORP.HR;\nCREATE SCHEMA IF NOT EXISTS ACME_CORP.FINANCE;\nCREATE SCHEMA IF NOT EXISTS ACME_CORP.IT;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003ECreate Tables\u003C/h3\u003E\n","\u003Cp\u003EThe full table definitions and sample data are in \u003Ca href=\"https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/sfguide-getting-started-with-mcp-connectors/assets/setup.sql\"\u003Esetup.sql\u003C/a\u003E. Run the table creation section (Step 1) to get all 16 tables populated:\u003C/p\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ESchema\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ETables\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003EHR\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Eemployees\u003C/code\u003E, \u003Ccode\u003Ecompensation_bands\u003C/code\u003E, \u003Ccode\u003Ehandbook_docs\u003C/code\u003E, \u003Ccode\u003Eorg_chart\u003C/code\u003E, \u003Ccode\u003Ebenefits_plans\u003C/code\u003E, \u003Ccode\u003Ebenefits_enrollments\u003C/code\u003E\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003EFINANCE\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Ebudgets\u003C/code\u003E, \u003Ccode\u003Eexpenses\u003C/code\u003E, \u003Ccode\u003Efinancial_reports\u003C/code\u003E, \u003Ccode\u003Espend_approvals\u003C/code\u003E, \u003Ccode\u003Eproduct_usage\u003C/code\u003E, \u003Ccode\u003Einvoices\u003C/code\u003E\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003EIT\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Eincidents\u003C/code\u003E, \u003Ccode\u003Eservices\u003C/code\u003E, \u003Ccode\u003Esla_records\u003C/code\u003E, \u003Ccode\u003Einfrastructure_assets\u003C/code\u003E\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETip:\u003C/strong\u003E You can run the entire \u003Ca href=\"https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/sfguide-getting-started-with-mcp-connectors/assets/setup.sql\"\u003Esetup.sql\u003C/a\u003E file at once in a Snowsight SQL worksheet to create all objects in one shot.\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ESnowflake Managed MCP Servers\u003C/h2\u003E\n","\u003Cp\u003EMCP servers wrap your Cortex Search services and Semantic Views as discoverable tools for agents.\u003C/p\u003E\n","\u003Ch3\u003ECreate a Specialized MCP Server\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE OR REPLACE MCP SERVER ACME_CORP.HR.handbook_comp_server\n  FROM SPECIFICATION $$\n    tools:\n      - name: "handbook-search"\n        type: "CORTEX_SEARCH_SERVICE_QUERY"\n        identifier: "ACME_CORP.HR.handbook_search_svc"\n        title: "Employee Handbook Search"\n        description: "Search the employee handbook for policies and procedures."\n\n      - name: "compensation-analyst"\n        type: "CORTEX_ANALYST_MESSAGE"\n        identifier: "ACME_CORP.HR.comp_semantic_view"\n        title: "Compensation Analyst"\n        description: "Ask natural language questions about employee compensation and salary bands."\n\n      - name: "execute-sql"\n        type: "SYSTEM_EXECUTE_SQL"\n        title: "Execute SQL"\n        description: "Execute SQL queries generated by analyst tools against Snowflake."\n  $$;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EAll MCP Servers\u003C/h3\u003E\n","\u003Cp\u003EThe setup script creates \u003Cstrong\u003E10 specialized MCP servers\u003C/strong\u003E across the three schemas.\u003C/p\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EServer\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ESchema\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ETools\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EPurpose\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Ehandbook_comp_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EHR\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Ehandbook-search, compensation-analyst, execute-sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EPolicies + pay\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Ebenefits_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EHR\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Ebenefits-cost-analysis, enrollment-stats, execute-sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EBenefits data\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Eorg_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EHR\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Eorg-explorer, execute-sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EOrg structure\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Ebudget_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EFINANCE\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Ebudget-analyst, execute-sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EBudgets + expenses\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Eproduct_usage_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EFINANCE\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Eproduct-analytics, execute-sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EProduct metrics\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Einvoice_search_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EFINANCE\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Einvoice-search\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EInvoice lookup\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Espend_approvals_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EFINANCE\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Eapproval-search, spend-analytics, execute-sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ESpend requests\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Ereporting_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EFINANCE\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Efinancial-reporting, execute-sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EP&L reports\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Eincident_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EIT\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Eincident-search\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EIT incident search\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Einfra_monitor_server\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EIT\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003Einfra-health, sla-compliance, execute-sql\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EInfra + SLAs\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EExternal MCP Connectors\u003C/h2\u003E\n","\u003Cp\u003EThis step is \u003Cstrong\u003Eoptional\u003C/strong\u003E. External MCP connectors let your agents reach into SaaS tools like Jira, GitHub, or Salesforce. You can add \u003Cstrong\u003Eany combination\u003C/strong\u003E of the connectors below -- or skip this step entirely and come back to it later.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETip:\u003C/strong\u003E You can use \u003Ca href=\"https://docs.snowflake.com/en/user-guide/cortex-code/cortex-code\"\u003ESnowflake CoCo\u003C/a\u003E to set up external MCP servers and add them to your Cortex Agents interactively. Just ask: \u003Cem\u003E"Connect my Cortex Agent to Jira via an external MCP server"\u003C/em\u003E and Snowflake CoCo will walk you through the OAuth integration, server creation, and agent wiring.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Cp\u003EEach connector follows the same pattern:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ESet up OAuth with the provider\u003C/li\u003E\u003Cli\u003ECreate an API Integration in Snowflake\u003C/li\u003E\u003Cli\u003ECreate an External MCP Server that references the integration\u003C/li\u003E\u003Cli\u003EAdd it to an agent (next step)\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003Easide positive\n\u003Cstrong\u003ECallback URL:\u003C/strong\u003E Your OAuth app needs this redirect URI:\n\u003Ccode\u003E<your_snowsight_url>/oauth/complete-secret\u003C/code\u003E\u003C/p\u003E\n","\u003Cp\u003EGet the Snowsight URL from \u003Ccode\u003ESELECT SYSTEM$ALLOWLIST()\u003C/code\u003E — look for the \u003Ccode\u003ESNOWSIGHT_DEPLOYMENT\u003C/code\u003E entry starting with \u003Ccode\u003Eapps-api\u003C/code\u003E.\u003C/p\u003E\n","\u003Ch3\u003EOption A: Atlassian (Jira & Confluence)\u003C/h3\u003E\n","\u003Cp\u003EAtlassian uses \u003Cstrong\u003EDynamic Client Registration (DCR)\u003C/strong\u003E -- no client ID/secret needed.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EProvider setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EGo to \u003Ca href=\"https://admin.atlassian.com\"\u003Eadmin.atlassian.com\u003C/a\u003E\u003C/li\u003E\u003Cli\u003ENavigate to \u003Cstrong\u003EApps > AI Settings > Rovo MCP Server\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003EUnder \u003Cstrong\u003EYour domains\u003C/strong\u003E, add both callback URLs\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESnowflake setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE API INTEGRATION atlassian_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://mcp.jira.atlassian.com')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH_DYNAMIC_CLIENT,\n    OAUTH_RESOURCE_URL = 'https://mcp.atlassian.com/v1/mcp'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.IT.atlassian_mcp_server\n  WITH NAME = 'Atlassian (Jira & Confluence)'\n  SERVER_URL = 'https://mcp.atlassian.com/v1/mcp'\n  API_INTEGRATION = atlassian_mcp_integration;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EOption B: GitHub\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EProvider setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EGo to \u003Ca href=\"https://github.com/settings/apps\"\u003Egithub.com/settings/apps\u003C/a\u003E and create an OAuth App\u003C/li\u003E\u003Cli\u003ESet the callback URLs as the redirect URIs\u003C/li\u003E\u003Cli\u003ECopy the Client ID and generate a Client Secret\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESnowflake setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE API INTEGRATION github_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://api.githubcopilot.com')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH,\n    OAUTH_CLIENT_ID = '<your_github_client_id>',\n    OAUTH_CLIENT_SECRET = '<your_github_client_secret>',\n    OAUTH_TOKEN_ENDPOINT = 'https://github.com/login/oauth/access_token',\n    OAUTH_AUTHORIZATION_ENDPOINT = 'https://github.com/login/oauth/authorize'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.IT.github_mcp_server\n  WITH NAME = 'GitHub'\n  API_INTEGRATION = github_mcp_integration;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EOption C: Glean\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EProvider setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EIn your Glean admin console, register an OAuth application\u003C/li\u003E\u003Cli\u003ESet the callback URLs as the redirect URIs\u003C/li\u003E\u003Cli\u003ECopy the Client ID and Client Secret\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESnowflake setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE API INTEGRATION glean_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://<your-company>-be.glean.com')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH,\n    OAUTH_CLIENT_ID = '<your_glean_client_id>',\n    OAUTH_CLIENT_SECRET = '<your_glean_client_secret>',\n    OAUTH_TOKEN_ENDPOINT = 'https://<your-company>-be.glean.com/api/v1/oauth/token',\n    OAUTH_AUTHORIZATION_ENDPOINT = 'https://<your-company>-be.glean.com/api/v1/oauth/authorize'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.IT.glean_mcp_server\n  WITH NAME = 'Glean Enterprise Search'\n  API_INTEGRATION = glean_mcp_integration;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EOption D: Linear\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EProvider setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EGo to \u003Ca href=\"https://linear.app/settings/api\"\u003Elinear.app/settings/api\u003C/a\u003E and create an OAuth application\u003C/li\u003E\u003Cli\u003ESet the callback URLs as the redirect URIs\u003C/li\u003E\u003Cli\u003ECopy the Client ID and Client Secret\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESnowflake setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE API INTEGRATION linear_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://api.linear.app')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH,\n    OAUTH_CLIENT_ID = '<your_linear_client_id>',\n    OAUTH_CLIENT_SECRET = '<your_linear_client_secret>',\n    OAUTH_TOKEN_ENDPOINT = 'https://api.linear.app/oauth/token',\n    OAUTH_AUTHORIZATION_ENDPOINT = 'https://linear.app/oauth/authorize'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.IT.linear_mcp_server\n  WITH NAME = 'Linear'\n  API_INTEGRATION = linear_mcp_integration;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EOption E: Salesforce\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EProvider setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EIn Salesforce Setup, go to \u003Cstrong\u003EApp Manager\u003C/strong\u003E and create a new Connected App\u003C/li\u003E\u003Cli\u003EEnable OAuth, add the callback URLs as redirect URIs\u003C/li\u003E\u003Cli\u003ESelect the scopes you need (e.g., \u003Ccode\u003Eapi\u003C/code\u003E, \u003Ccode\u003Erefresh_token\u003C/code\u003E)\u003C/li\u003E\u003Cli\u003ECopy the Consumer Key (Client ID) and Consumer Secret\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESnowflake setup:\u003C/strong\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE API INTEGRATION salesforce_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://<your-instance>.my.salesforce.com')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH,\n    OAUTH_CLIENT_ID = '<your_salesforce_consumer_key>',\n    OAUTH_CLIENT_SECRET = '<your_salesforce_consumer_secret>',\n    OAUTH_TOKEN_ENDPOINT = 'https://<your-instance>.my.salesforce.com/services/oauth2/token',\n    OAUTH_AUTHORIZATION_ENDPOINT = 'https://<your-instance>.my.salesforce.com/services/oauth2/authorize'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.FINANCE.salesforce_mcp_server\n  WITH NAME = 'Salesforce'\n  API_INTEGRATION = salesforce_mcp_integration;\n\u003C/code\u003E\u003C/pre\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ECortex Agents\u003C/h2\u003E\n","\u003Cp\u003ECreate agents that wire together Snowflake-managed MCP servers and (optionally) your external connectors. These agents are accessed through \u003Cstrong\u003ESnowflake CoWork\u003C/strong\u003E, which acts as the MCP client.\u003C/p\u003E\n","\u003Cp\u003EExternal connectors go in the same \u003Ccode\u003Emcp_servers\u003C/code\u003E array as internal servers. Add whichever connectors you created in the previous step, or omit them entirely.\u003C/p\u003E\n","\u003Ch3\u003EHR Assistant\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE OR REPLACE AGENT ACME_CORP.HR.hr_agent\n  COMMENT = 'HR domain agent'\n  PROFILE = '{"display_name": "HR Assistant"}'\n  FROM SPECIFICATION $$\n  {\n    "models": {"orchestration": "claude-sonnet-4-5"},\n    "instructions": {\n      "orchestration": "You are an HR assistant for Acme Corp. Use handbook_search for policy questions. Use compensation_analyst for salary questions. Use benefits tools for benefits questions. Use org_explorer for org structure. Present data in markdown tables. Be concise.",\n      "sample_questions": [\n        {"question": "What is the total employee benefits cost by department?"},\n        {"question": "What is the average salary by department?"},\n        {"question": "What is the PTO policy?"}\n      ]\n    },\n    "mcp_servers": [\n      {"server_spec": {"name": "ACME_CORP.HR.handbook_comp_server"}},\n      {"server_spec": {"name": "ACME_CORP.HR.benefits_server"}},\n      {"server_spec": {"name": "ACME_CORP.HR.org_server"}},\n      {"server_spec": {"name": "ACME_CORP.IT.glean_mcp_server"}}\n    ]\n  }\n  $$;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EFinance Assistant\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE OR REPLACE AGENT ACME_CORP.FINANCE.finance_agent\n  COMMENT = 'Finance domain agent'\n  PROFILE = '{"display_name": "Finance Assistant"}'\n  FROM SPECIFICATION $$\n  {\n    "models": {"orchestration": "claude-sonnet-4-5"},\n    "instructions": {\n      "orchestration": "You are a finance assistant for Acme Corp. Use budget_analyst for budget questions. Use product_analytics for product usage and revenue. Use invoice_search for invoice lookups. Use approval_search or spend_analytics for spend requests. Use financial_reporting for P&L. Present data in markdown tables with currency formatting. Be concise.",\n      "sample_questions": [\n        {"question": "Show me all pending invoices. What is the total outstanding amount?"},\n        {"question": "What is the gross margin by department for Q1 2025?"},\n        {"question": "Which department has the highest budget utilization in Q1 2025?"}\n      ]\n    },\n    "mcp_servers": [\n      {"server_spec": {"name": "ACME_CORP.FINANCE.budget_server"}},\n      {"server_spec": {"name": "ACME_CORP.FINANCE.product_usage_server"}},\n      {"server_spec": {"name": "ACME_CORP.FINANCE.invoice_search_server"}},\n      {"server_spec": {"name": "ACME_CORP.FINANCE.spend_approvals_server"}},\n      {"server_spec": {"name": "ACME_CORP.FINANCE.reporting_server"}},\n      {"server_spec": {"name": "ACME_CORP.FINANCE.salesforce_mcp_server"}}\n    ]\n  }\n  $$;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EIT Ops Assistant\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE OR REPLACE AGENT ACME_CORP.IT.it_agent\n  COMMENT = 'IT domain agent'\n  PROFILE = '{"display_name": "IT Ops Assistant"}'\n  FROM SPECIFICATION $$\n  {\n    "models": {"orchestration": "claude-sonnet-4-5"},\n    "instructions": {\n      "orchestration": "You are an IT operations assistant for Acme Corp. Use incident_search for incident lookups. Use infra_health and sla_compliance for infrastructure monitoring. Present data in markdown tables. Be concise.",\n      "sample_questions": [\n        {"question": "What P1 incidents occurred in March 2025?"},\n        {"question": "Which SLAs were breached in Q1 2025?"},\n        {"question": "Show me all unresolved incidents."}\n      ]\n    },\n    "mcp_servers": [\n      {"server_spec": {"name": "ACME_CORP.IT.incident_server"}},\n      {"server_spec": {"name": "ACME_CORP.IT.infra_monitor_server"}},\n      {"server_spec": {"name": "ACME_CORP.IT.atlassian_mcp_server"}},\n      {"server_spec": {"name": "ACME_CORP.IT.github_mcp_server"}},\n      {"server_spec": {"name": "ACME_CORP.IT.linear_mcp_server"}}\n    ]\n  }\n  $$;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003Easide positive\nRemove any external \u003Ccode\u003Eserver_spec\u003C/code\u003E entries for connectors you didn't create in the previous step. The agents work fine with only the Snowflake-managed servers.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ERBAC for MCP Servers\u003C/h2\u003E\n","\u003Cp\u003EEvery object in this guide is governed by Snowflake RBAC. The grant chain is:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003ERole  -->  Agent  -->  MCP Server  -->  Tools  -->  Data\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003ECreate Roles\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ECREATE ROLE IF NOT EXISTS hr_analyst_role;\nCREATE ROLE IF NOT EXISTS finance_analyst_role;\nCREATE ROLE IF NOT EXISTS it_ops_role;\n\nGRANT USAGE ON WAREHOUSE COMPUTE TO ROLE hr_analyst_role;\nGRANT USAGE ON WAREHOUSE COMPUTE TO ROLE finance_analyst_role;\nGRANT USAGE ON WAREHOUSE COMPUTE TO ROLE it_ops_role;\n\nGRANT USAGE ON DATABASE ACME_CORP TO ROLE hr_analyst_role;\nGRANT USAGE ON DATABASE ACME_CORP TO ROLE finance_analyst_role;\nGRANT USAGE ON DATABASE ACME_CORP TO ROLE it_ops_role;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EHR Analyst Grants\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EGRANT USAGE ON SCHEMA ACME_CORP.HR TO ROLE hr_analyst_role;\nGRANT SELECT ON ALL TABLES IN SCHEMA ACME_CORP.HR TO ROLE hr_analyst_role;\nGRANT USAGE ON CORTEX SEARCH SERVICE ACME_CORP.HR.handbook_search_svc TO ROLE hr_analyst_role;\nGRANT SELECT ON SEMANTIC VIEW ACME_CORP.HR.comp_semantic_view TO ROLE hr_analyst_role;\nGRANT SELECT ON SEMANTIC VIEW ACME_CORP.HR.benefits_semantic_view TO ROLE hr_analyst_role;\nGRANT SELECT ON SEMANTIC VIEW ACME_CORP.HR.org_semantic_view TO ROLE hr_analyst_role;\nGRANT USAGE ON MCP SERVER ACME_CORP.HR.handbook_comp_server TO ROLE hr_analyst_role;\nGRANT USAGE ON MCP SERVER ACME_CORP.HR.benefits_server TO ROLE hr_analyst_role;\nGRANT USAGE ON MCP SERVER ACME_CORP.HR.org_server TO ROLE hr_analyst_role;\nGRANT USAGE ON AGENT ACME_CORP.HR.hr_agent TO ROLE hr_analyst_role;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EWhat RBAC Achieves\u003C/h3\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ERole\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ESees\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EDoesn't See\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Ehr_analyst_role\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EHR Assistant, HR MCP servers\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EFinance, IT agents\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Efinance_analyst_role\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EFinance Assistant, Finance MCP servers\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EHR, IT agents\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003Eit_ops_role\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EIT Ops Assistant, IT MCP servers\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EHR, Finance agents\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Cp\u003ERestricted roles don't see a "permission denied" error. The agent simply isn't visible in their namespace.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ETest Your Agents\u003C/h2\u003E\n","\u003Ch3\u003ETest Internal Tools\u003C/h3\u003E\n\u003Col\u003E\u003Cli\u003EOpen \u003Ca href=\"https://app.snowflake.com\"\u003ESnowflake CoWork\u003C/a\u003E\u003C/li\u003E\u003Cli\u003ESelect the \u003Cstrong\u003EHR Assistant\u003C/strong\u003E agent\u003C/li\u003E\u003Cli\u003EAsk: \u003Cem\u003E"What is the total employee benefits cost by department?"\u003C/em\u003E\u003C/li\u003E\u003Cli\u003EThe agent should use \u003Ccode\u003Ebenefits-cost-analysis\u003C/code\u003E -> \u003Ccode\u003Eorg-explorer\u003C/code\u003E -> \u003Ccode\u003Eexecute-sql\u003C/code\u003E to cross-reference benefits enrollment with org chart data\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003ETest External Connector\u003C/h3\u003E\n\u003Col\u003E\u003Cli\u003ESwitch to the \u003Cstrong\u003EIT Ops Assistant\u003C/strong\u003E agent (or whichever agent you added external connectors to)\u003C/li\u003E\u003Cli\u003EOpen the \u003Cstrong\u003ESources\u003C/strong\u003E panel and select \u003Cstrong\u003EConnectors\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003EClick \u003Cstrong\u003EConnect\u003C/strong\u003E next to your external connector -- you'll be redirected to authenticate with the provider\u003C/li\u003E\u003Cli\u003EAsk a question that requires the external tool (e.g., \u003Cem\u003E"Show me my open Jira tickets"\u003C/em\u003E for Atlassian)\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003ETest RBAC Isolation\u003C/h3\u003E\n\u003Col\u003E\u003Cli\u003EGrant the roles to your user and disable secondary roles:\u003C/li\u003E\u003C/ol\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EGRANT ROLE hr_analyst_role TO USER <your_username>;\nGRANT ROLE finance_analyst_role TO USER <your_username>;\nGRANT ROLE it_ops_role TO USER <your_username>;\nALTER USER <your_username> SET DEFAULT_SECONDARY_ROLES = ();\n\u003C/code\u003E\u003C/pre\u003E\n\u003Col start=\"2\"\u003E\u003Cli\u003EIn Snowflake CoWork, switch to \u003Ccode\u003Ehr_analyst_role\u003C/code\u003E in the role picker\u003C/li\u003E\u003Cli\u003EOnly the \u003Cstrong\u003EHR Assistant\u003C/strong\u003E is visible -- Finance and IT agents don't appear\u003C/li\u003E\u003Cli\u003ESwitch to \u003Ccode\u003Efinance_analyst_role\u003C/code\u003E -- only the \u003Cstrong\u003EFinance Assistant\u003C/strong\u003E is visible\u003C/li\u003E\u003Cli\u003ESwitch to \u003Ccode\u003Eit_ops_role\u003C/code\u003E -- only the \u003Cstrong\u003EIT Ops Assistant\u003C/strong\u003E is visible\u003C/li\u003E\u003C/ol\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ETeardown\u003C/h2\u003E\n","\u003Cp\u003ETo drop all demo artifacts, uncomment and run the teardown section at the bottom of \u003Ca href=\"https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/sfguide-getting-started-with-mcp-connectors/assets/setup.sql\"\u003Esetup.sql\u003C/a\u003E. This drops agents, MCP servers, semantic views, search services, tables, schemas, and roles.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EConclusion And Resources\u003C/h2\u003E\n","\u003Cp\u003ECongratulations! You've successfully connected Snowflake CoWork to Cortex Agents backed by Snowflake-managed MCP servers and external MCP connectors, all governed in Snowflake.\u003C/p\u003E\n","\u003Ch3\u003EWhat You Learned\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EHow to create external MCP connectors using OAuth (standard and DCR)\u003C/li\u003E\u003Cli\u003EHow to create Snowflake-managed MCP servers with Cortex Search and Cortex Analyst tools\u003C/li\u003E\u003Cli\u003EHow to wire internal and external MCP servers into Cortex Agents\u003C/li\u003E\u003Cli\u003EHow Snowflake RBAC governs data, tools, MCP servers, and agents\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EKey Takeaways\u003C/h3\u003E\n\u003Col\u003E\u003Cli\u003ESnowflake-managed MCP servers and external connectors can be combined in a single agent\u003C/li\u003E\u003Cli\u003E\u003Ccode\u003EGRANT USAGE ON MCP SERVER\u003C/code\u003E governs tool access at the role level. Restricted roles don't see tools they shouldn't use\u003C/li\u003E\u003Cli\u003EOne API integration + one external MCP server = your agent can query Jira, GitHub, or Salesforce alongside Snowflake data\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003ERelated Resources\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-mcp-connectors\"\u003EMCP Connectors\u003C/a\u003E -- External MCP connector docs\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/sql-reference/sql/create-mcp-server\"\u003ECREATE MCP SERVER\u003C/a\u003E -- SQL reference\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents\"\u003ECortex Agents\u003C/a\u003E -- Agent orchestration\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/views-semantic/overview\"\u003ESemantic Views\u003C/a\u003E -- Semantic models for Cortex Analyst\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/sql-reference/sql/create-cortex-search\"\u003ECortex Search\u003C/a\u003E -- Unstructured search services\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/sfguide-getting-started-with-mcp-connectors/assets/setup.sql\"\u003ESetup Script\u003C/a\u003E -- Complete setup SQL with teardown at the bottom\u003C/li\u003E\u003C/ul\u003E"],"title":"Getting Started with MCP Connectors in Snowflake CoWork","elementsOrder":["quickstartArticleBody","quickstartArticleLogoImage"],":items":{},":itemsOrder":[],"elements":{"quickstartArticleBody":{"dataType":"string","title":"Quickstart Article Body","value":"\u003C!-- ------------------------ --\u003E\n## Overview\n\nConnect Cortex Agents to **Snowflake-managed MCP servers** (Cortex Search, Cortex Analyst) and **external MCP connectors** (Atlassian, GitHub, Glean, Linear, Salesforce). Data, tools, MCP servers, and agents are all governed in Snowflake via RBAC.\n\nThis guide uses sample data across HR, Finance, and IT schemas to create Cortex Agents backed by Snowflake-managed MCP servers, with optional external MCP connectors for SaaS tools. You'll interact with all of them through **Snowflake CoWork**.\n\n```\nSnowflake CoWork (MCP Client)\n  |\n  +-- HR Assistant          --\u003E handbook_comp_server, benefits_server, org_server\n  +-- Finance Assistant     --\u003E budget_server, product_usage_server, invoice_search_server, ...\n  +-- IT Ops Assistant      --\u003E incident_server, infra_monitor_server\n  |\n  +-- External MCP Connectors (optional): Atlassian | GitHub | Glean | Linear | Salesforce\n```\n\n### What You'll Build\n\n| Object | Count | Details |\n|---|---|---|\n| Cortex Agents | 3 | `hr_agent`, `finance_agent`, `it_agent` |\n| MCP Servers (internal) | 10 | Cortex Search + Cortex Analyst tools |\n| External MCP Connectors | 0+ (optional) | Atlassian, GitHub, Glean, Linear, and/or Salesforce |\n| Cortex Search Services | 3 | Employee handbook, IT incidents, invoices |\n| Semantic Views | 8 | Compensation, benefits, org, budget, product usage, spend, P&L, infra, SLA |\n| Tables | 16 | Across HR, Finance, and IT schemas |\n| RBAC Roles | 3 | `hr_analyst_role`, `finance_analyst_role`, `it_ops_role` |\n\n### What You'll Learn\n\n- How to create **external MCP connectors** for SaaS providers via OAuth\n- How to create **Snowflake-managed MCP servers** with Cortex Search and Cortex Analyst tools\n- How to wire both types of MCP servers into **Cortex Agents**\n- How **RBAC** governs which roles can access which agents and MCP servers\n\n### Prerequisites\n\n- A [Snowflake account](https://signup.snowflake.com/?utm_source=snowflake-devrel&utm_medium=developer-guides&utm_cta=developer-guides) with `ACCOUNTADMIN` (or a role with `CREATE DATABASE`, `CREATE ROLE`, `CREATE INTEGRATION` privileges)\n- A warehouse (this guide uses `COMPUTE`)\n- Access to [Snowflake CoWork](https://docs.snowflake.com/en/user-guide/snowflake-cortex/snowflake-intelligence/getting-started)\n- _(Optional)_ For external connectors: an account with one or more SaaS providers (Atlassian, GitHub, Glean, Linear, or Salesforce)\n\n### Architecture\n\nThere are two kinds of MCP servers in this guide:\n\n| | Snowflake-Managed (Internal) | External MCP Connector |\n|---|---|---|\n| Created with | `CREATE MCP SERVER ... FROM SPECIFICATION` | `CREATE API INTEGRATION` + `CREATE EXTERNAL MCP SERVER` |\n| Tools | Cortex Search, Cortex Analyst, Execute SQL | Discovered from remote MCP endpoint (`tools/list`) |\n| Auth | Snowflake RBAC | OAuth (user authenticates in Snowflake CoWork) |\n| Use case | Query your Snowflake data | Connect to SaaS tools (Jira, GitHub, Salesforce, etc.) |\n\n\u003C!-- ------------------------ --\u003E\n## Foundation Setup\n\nCreate the `ACME_CORP` database with 16 tables across three domain schemas.\n\n### Create Database and Schemas\n\n```sql\nUSE ROLE ACCOUNTADMIN;\nUSE WAREHOUSE COMPUTE;\n\nCREATE DATABASE IF NOT EXISTS ACME_CORP;\nCREATE SCHEMA IF NOT EXISTS ACME_CORP.HR;\nCREATE SCHEMA IF NOT EXISTS ACME_CORP.FINANCE;\nCREATE SCHEMA IF NOT EXISTS ACME_CORP.IT;\n```\n\n### Create Tables\n\nThe full table definitions and sample data are in [setup.sql](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/sfguide-getting-started-with-mcp-connectors/assets/setup.sql). Run the table creation section (Step 1) to get all 16 tables populated:\n\n| Schema | Tables |\n|---|---|\n| `HR` | `employees`, `compensation_bands`, `handbook_docs`, `org_chart`, `benefits_plans`, `benefits_enrollments` |\n| `FINANCE` | `budgets`, `expenses`, `financial_reports`, `spend_approvals`, `product_usage`, `invoices` |\n| `IT` | `incidents`, `services`, `sla_records`, `infrastructure_assets` |\n\n\u003E **Tip:** You can run the entire [setup.sql](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/sfguide-getting-started-with-mcp-connectors/assets/setup.sql) file at once in a Snowsight SQL worksheet to create all objects in one shot.\n\n\u003C!-- ------------------------ --\u003E\n## Snowflake Managed MCP Servers\n\nMCP servers wrap your Cortex Search services and Semantic Views as discoverable tools for agents.\n\n### Create a Specialized MCP Server\n\n```sql\nCREATE OR REPLACE MCP SERVER ACME_CORP.HR.handbook_comp_server\n  FROM SPECIFICATION $$\n    tools:\n      - name: \"handbook-search\"\n        type: \"CORTEX_SEARCH_SERVICE_QUERY\"\n        identifier: \"ACME_CORP.HR.handbook_search_svc\"\n        title: \"Employee Handbook Search\"\n        description: \"Search the employee handbook for policies and procedures.\"\n\n      - name: \"compensation-analyst\"\n        type: \"CORTEX_ANALYST_MESSAGE\"\n        identifier: \"ACME_CORP.HR.comp_semantic_view\"\n        title: \"Compensation Analyst\"\n        description: \"Ask natural language questions about employee compensation and salary bands.\"\n\n      - name: \"execute-sql\"\n        type: \"SYSTEM_EXECUTE_SQL\"\n        title: \"Execute SQL\"\n        description: \"Execute SQL queries generated by analyst tools against Snowflake.\"\n  $$;\n```\n\n### All MCP Servers\n\nThe setup script creates **10 specialized MCP servers** across the three schemas.\n\n| Server | Schema | Tools | Purpose |\n|---|---|---|---|\n| `handbook_comp_server` | HR | handbook-search, compensation-analyst, execute-sql | Policies + pay |\n| `benefits_server` | HR | benefits-cost-analysis, enrollment-stats, execute-sql | Benefits data |\n| `org_server` | HR | org-explorer, execute-sql | Org structure |\n| `budget_server` | FINANCE | budget-analyst, execute-sql | Budgets + expenses |\n| `product_usage_server` | FINANCE | product-analytics, execute-sql | Product metrics |\n| `invoice_search_server` | FINANCE | invoice-search | Invoice lookup |\n| `spend_approvals_server` | FINANCE | approval-search, spend-analytics, execute-sql | Spend requests |\n| `reporting_server` | FINANCE | financial-reporting, execute-sql | P&L reports |\n| `incident_server` | IT | incident-search | IT incident search |\n| `infra_monitor_server` | IT | infra-health, sla-compliance, execute-sql | Infra + SLAs |\n\n\u003C!-- ------------------------ --\u003E\n## External MCP Connectors\n\nThis step is **optional**. External MCP connectors let your agents reach into SaaS tools like Jira, GitHub, or Salesforce. You can add **any combination** of the connectors below -- or skip this step entirely and come back to it later.\n\n\u003E **Tip:** You can use [Snowflake CoCo](https://docs.snowflake.com/en/user-guide/cortex-code/cortex-code) to set up external MCP servers and add them to your Cortex Agents interactively. Just ask: _\"Connect my Cortex Agent to Jira via an external MCP server\"_ and Snowflake CoCo will walk you through the OAuth integration, server creation, and agent wiring.\n\nEach connector follows the same pattern:\n\n1. Set up OAuth with the provider\n2. Create an API Integration in Snowflake\n3. Create an External MCP Server that references the integration\n4. Add it to an agent (next step)\n\naside positive\n**Callback URL:** Your OAuth app needs this redirect URI:\n`\u003Cyour_snowsight_url\u003E/oauth/complete-secret`\n\nGet the Snowsight URL from `SELECT SYSTEM$ALLOWLIST()` — look for the `SNOWSIGHT_DEPLOYMENT` entry starting with `apps-api`.\n\n### Option A: Atlassian (Jira & Confluence)\n\nAtlassian uses **Dynamic Client Registration (DCR)** -- no client ID/secret needed.\n\n**Provider setup:**\n1. Go to [admin.atlassian.com](https://admin.atlassian.com)\n2. Navigate to **Apps \u003E AI Settings \u003E Rovo MCP Server**\n3. Under **Your domains**, add both callback URLs\n\n**Snowflake setup:**\n```sql\nCREATE API INTEGRATION atlassian_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://mcp.jira.atlassian.com')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH_DYNAMIC_CLIENT,\n    OAUTH_RESOURCE_URL = 'https://mcp.atlassian.com/v1/mcp'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.IT.atlassian_mcp_server\n  WITH NAME = 'Atlassian (Jira & Confluence)'\n  SERVER_URL = 'https://mcp.atlassian.com/v1/mcp'\n  API_INTEGRATION = atlassian_mcp_integration;\n```\n\n### Option B: GitHub\n\n**Provider setup:**\n1. Go to [github.com/settings/apps](https://github.com/settings/apps) and create an OAuth App\n2. Set the callback URLs as the redirect URIs\n3. Copy the Client ID and generate a Client Secret\n\n**Snowflake setup:**\n```sql\nCREATE API INTEGRATION github_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://api.githubcopilot.com')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH,\n    OAUTH_CLIENT_ID = '\u003Cyour_github_client_id\u003E',\n    OAUTH_CLIENT_SECRET = '\u003Cyour_github_client_secret\u003E',\n    OAUTH_TOKEN_ENDPOINT = 'https://github.com/login/oauth/access_token',\n    OAUTH_AUTHORIZATION_ENDPOINT = 'https://github.com/login/oauth/authorize'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.IT.github_mcp_server\n  WITH NAME = 'GitHub'\n  API_INTEGRATION = github_mcp_integration;\n```\n\n### Option C: Glean\n\n**Provider setup:**\n1. In your Glean admin console, register an OAuth application\n2. Set the callback URLs as the redirect URIs\n3. Copy the Client ID and Client Secret\n\n**Snowflake setup:**\n```sql\nCREATE API INTEGRATION glean_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://\u003Cyour-company\u003E-be.glean.com')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH,\n    OAUTH_CLIENT_ID = '\u003Cyour_glean_client_id\u003E',\n    OAUTH_CLIENT_SECRET = '\u003Cyour_glean_client_secret\u003E',\n    OAUTH_TOKEN_ENDPOINT = 'https://\u003Cyour-company\u003E-be.glean.com/api/v1/oauth/token',\n    OAUTH_AUTHORIZATION_ENDPOINT = 'https://\u003Cyour-company\u003E-be.glean.com/api/v1/oauth/authorize'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.IT.glean_mcp_server\n  WITH NAME = 'Glean Enterprise Search'\n  API_INTEGRATION = glean_mcp_integration;\n```\n\n### Option D: Linear\n\n**Provider setup:**\n1. Go to [linear.app/settings/api](https://linear.app/settings/api) and create an OAuth application\n2. Set the callback URLs as the redirect URIs\n3. Copy the Client ID and Client Secret\n\n**Snowflake setup:**\n```sql\nCREATE API INTEGRATION linear_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://api.linear.app')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH,\n    OAUTH_CLIENT_ID = '\u003Cyour_linear_client_id\u003E',\n    OAUTH_CLIENT_SECRET = '\u003Cyour_linear_client_secret\u003E',\n    OAUTH_TOKEN_ENDPOINT = 'https://api.linear.app/oauth/token',\n    OAUTH_AUTHORIZATION_ENDPOINT = 'https://linear.app/oauth/authorize'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.IT.linear_mcp_server\n  WITH NAME = 'Linear'\n  API_INTEGRATION = linear_mcp_integration;\n```\n\n### Option E: Salesforce\n\n**Provider setup:**\n1. In Salesforce Setup, go to **App Manager** and create a new Connected App\n2. Enable OAuth, add the callback URLs as redirect URIs\n3. Select the scopes you need (e.g., `api`, `refresh_token`)\n4. Copy the Consumer Key (Client ID) and Consumer Secret\n\n**Snowflake setup:**\n```sql\nCREATE API INTEGRATION salesforce_mcp_integration\n  API_PROVIDER = external_mcp\n  API_ALLOWED_PREFIXES = ('https://\u003Cyour-instance\u003E.my.salesforce.com')\n  API_USER_AUTHENTICATION = (\n    TYPE = OAUTH,\n    OAUTH_CLIENT_ID = '\u003Cyour_salesforce_consumer_key\u003E',\n    OAUTH_CLIENT_SECRET = '\u003Cyour_salesforce_consumer_secret\u003E',\n    OAUTH_TOKEN_ENDPOINT = 'https://\u003Cyour-instance\u003E.my.salesforce.com/services/oauth2/token',\n    OAUTH_AUTHORIZATION_ENDPOINT = 'https://\u003Cyour-instance\u003E.my.salesforce.com/services/oauth2/authorize'\n  )\n  ENABLED = TRUE;\n\nCREATE EXTERNAL MCP SERVER ACME_CORP.FINANCE.salesforce_mcp_server\n  WITH NAME = 'Salesforce'\n  API_INTEGRATION = salesforce_mcp_integration;\n```\n\n\u003C!-- ------------------------ --\u003E\n## Cortex Agents\n\nCreate agents that wire together Snowflake-managed MCP servers and (optionally) your external connectors. These agents are accessed through **Snowflake CoWork**, which acts as the MCP client.\n\nExternal connectors go in the same `mcp_servers` array as internal servers. Add whichever connectors you created in the previous step, or omit them entirely.\n\n### HR Assistant\n\n```sql\nCREATE OR REPLACE AGENT ACME_CORP.HR.hr_agent\n  COMMENT = 'HR domain agent'\n  PROFILE = '{\"display_name\": \"HR Assistant\"}'\n  FROM SPECIFICATION $$\n  {\n    \"models\": {\"orchestration\": \"claude-sonnet-4-5\"},\n    \"instructions\": {\n      \"orchestration\": \"You are an HR assistant for Acme Corp. Use handbook_search for policy questions. Use compensation_analyst for salary questions. Use benefits tools for benefits questions. Use org_explorer for org structure. Present data in markdown tables. Be concise.\",\n      \"sample_questions\": [\n        {\"question\": \"What is the total employee benefits cost by department?\"},\n        {\"question\": \"What is the average salary by department?\"},\n        {\"question\": \"What is the PTO policy?\"}\n      ]\n    },\n    \"mcp_servers\": [\n      {\"server_spec\": {\"name\": \"ACME_CORP.HR.handbook_comp_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.HR.benefits_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.HR.org_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.IT.glean_mcp_server\"}}\n    ]\n  }\n  $$;\n```\n\n### Finance Assistant\n\n```sql\nCREATE OR REPLACE AGENT ACME_CORP.FINANCE.finance_agent\n  COMMENT = 'Finance domain agent'\n  PROFILE = '{\"display_name\": \"Finance Assistant\"}'\n  FROM SPECIFICATION $$\n  {\n    \"models\": {\"orchestration\": \"claude-sonnet-4-5\"},\n    \"instructions\": {\n      \"orchestration\": \"You are a finance assistant for Acme Corp. Use budget_analyst for budget questions. Use product_analytics for product usage and revenue. Use invoice_search for invoice lookups. Use approval_search or spend_analytics for spend requests. Use financial_reporting for P&L. Present data in markdown tables with currency formatting. Be concise.\",\n      \"sample_questions\": [\n        {\"question\": \"Show me all pending invoices. What is the total outstanding amount?\"},\n        {\"question\": \"What is the gross margin by department for Q1 2025?\"},\n        {\"question\": \"Which department has the highest budget utilization in Q1 2025?\"}\n      ]\n    },\n    \"mcp_servers\": [\n      {\"server_spec\": {\"name\": \"ACME_CORP.FINANCE.budget_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.FINANCE.product_usage_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.FINANCE.invoice_search_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.FINANCE.spend_approvals_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.FINANCE.reporting_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.FINANCE.salesforce_mcp_server\"}}\n    ]\n  }\n  $$;\n```\n\n### IT Ops Assistant\n\n```sql\nCREATE OR REPLACE AGENT ACME_CORP.IT.it_agent\n  COMMENT = 'IT domain agent'\n  PROFILE = '{\"display_name\": \"IT Ops Assistant\"}'\n  FROM SPECIFICATION $$\n  {\n    \"models\": {\"orchestration\": \"claude-sonnet-4-5\"},\n    \"instructions\": {\n      \"orchestration\": \"You are an IT operations assistant for Acme Corp. Use incident_search for incident lookups. Use infra_health and sla_compliance for infrastructure monitoring. Present data in markdown tables. Be concise.\",\n      \"sample_questions\": [\n        {\"question\": \"What P1 incidents occurred in March 2025?\"},\n        {\"question\": \"Which SLAs were breached in Q1 2025?\"},\n        {\"question\": \"Show me all unresolved incidents.\"}\n      ]\n    },\n    \"mcp_servers\": [\n      {\"server_spec\": {\"name\": \"ACME_CORP.IT.incident_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.IT.infra_monitor_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.IT.atlassian_mcp_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.IT.github_mcp_server\"}},\n      {\"server_spec\": {\"name\": \"ACME_CORP.IT.linear_mcp_server\"}}\n    ]\n  }\n  $$;\n```\n\naside positive\nRemove any external `server_spec` entries for connectors you didn't create in the previous step. The agents work fine with only the Snowflake-managed servers.\n\n\u003C!-- ------------------------ --\u003E\n## RBAC for MCP Servers\n\nEvery object in this guide is governed by Snowflake RBAC. The grant chain is:\n\n```\nRole  --\u003E  Agent  --\u003E  MCP Server  --\u003E  Tools  --\u003E  Data\n```\n\n### Create Roles\n\n```sql\nCREATE ROLE IF NOT EXISTS hr_analyst_role;\nCREATE ROLE IF NOT EXISTS finance_analyst_role;\nCREATE ROLE IF NOT EXISTS it_ops_role;\n\nGRANT USAGE ON WAREHOUSE COMPUTE TO ROLE hr_analyst_role;\nGRANT USAGE ON WAREHOUSE COMPUTE TO ROLE finance_analyst_role;\nGRANT USAGE ON WAREHOUSE COMPUTE TO ROLE it_ops_role;\n\nGRANT USAGE ON DATABASE ACME_CORP TO ROLE hr_analyst_role;\nGRANT USAGE ON DATABASE ACME_CORP TO ROLE finance_analyst_role;\nGRANT USAGE ON DATABASE ACME_CORP TO ROLE it_ops_role;\n```\n\n### HR Analyst Grants\n\n```sql\nGRANT USAGE ON SCHEMA ACME_CORP.HR TO ROLE hr_analyst_role;\nGRANT SELECT ON ALL TABLES IN SCHEMA ACME_CORP.HR TO ROLE hr_analyst_role;\nGRANT USAGE ON CORTEX SEARCH SERVICE ACME_CORP.HR.handbook_search_svc TO ROLE hr_analyst_role;\nGRANT SELECT ON SEMANTIC VIEW ACME_CORP.HR.comp_semantic_view TO ROLE hr_analyst_role;\nGRANT SELECT ON SEMANTIC VIEW ACME_CORP.HR.benefits_semantic_view TO ROLE hr_analyst_role;\nGRANT SELECT ON SEMANTIC VIEW ACME_CORP.HR.org_semantic_view TO ROLE hr_analyst_role;\nGRANT USAGE ON MCP SERVER ACME_CORP.HR.handbook_comp_server TO ROLE hr_analyst_role;\nGRANT USAGE ON MCP SERVER ACME_CORP.HR.benefits_server TO ROLE hr_analyst_role;\nGRANT USAGE ON MCP SERVER ACME_CORP.HR.org_server TO ROLE hr_analyst_role;\nGRANT USAGE ON AGENT ACME_CORP.HR.hr_agent TO ROLE hr_analyst_role;\n```\n\n### What RBAC Achieves\n\n| Role | Sees | Doesn't See |\n|---|---|---|\n| `hr_analyst_role` | HR Assistant, HR MCP servers | Finance, IT agents |\n| `finance_analyst_role` | Finance Assistant, Finance MCP servers | HR, IT agents |\n| `it_ops_role` | IT Ops Assistant, IT MCP servers | HR, Finance agents |\n\nRestricted roles don't see a \"permission denied\" error. The agent simply isn't visible in their namespace.\n\n\u003C!-- ------------------------ --\u003E\n## Test Your Agents\n\n### Test Internal Tools\n\n1. Open [Snowflake CoWork](https://app.snowflake.com)\n2. Select the **HR Assistant** agent\n3. Ask: _\"What is the total employee benefits cost by department?\"_\n4. The agent should use `benefits-cost-analysis` -\u003E `org-explorer` -\u003E `execute-sql` to cross-reference benefits enrollment with org chart data\n\n### Test External Connector\n\n1. Switch to the **IT Ops Assistant** agent (or whichever agent you added external connectors to)\n2. Open the **Sources** panel and select **Connectors**\n3. Click **Connect** next to your external connector -- you'll be redirected to authenticate with the provider\n4. Ask a question that requires the external tool (e.g., _\"Show me my open Jira tickets\"_ for Atlassian)\n\n### Test RBAC Isolation\n\n1. Grant the roles to your user and disable secondary roles:\n```sql\nGRANT ROLE hr_analyst_role TO USER \u003Cyour_username\u003E;\nGRANT ROLE finance_analyst_role TO USER \u003Cyour_username\u003E;\nGRANT ROLE it_ops_role TO USER \u003Cyour_username\u003E;\nALTER USER \u003Cyour_username\u003E SET DEFAULT_SECONDARY_ROLES = ();\n```\n2. In Snowflake CoWork, switch to `hr_analyst_role` in the role picker\n3. Only the **HR Assistant** is visible -- Finance and IT agents don't appear\n4. Switch to `finance_analyst_role` -- only the **Finance Assistant** is visible\n5. Switch to `it_ops_role` -- only the **IT Ops Assistant** is visible\n\n\u003C!-- ------------------------ --\u003E\n## Teardown\n\nTo drop all demo artifacts, uncomment and run the teardown section at the bottom of [setup.sql](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/sfguide-getting-started-with-mcp-connectors/assets/setup.sql). This drops agents, MCP servers, semantic views, search services, tables, schemas, and roles.\n\n\u003C!-- ------------------------ --\u003E\n## Conclusion And Resources\n\nCongratulations! You've successfully connected Snowflake CoWork to Cortex Agents backed by Snowflake-managed MCP servers and external MCP connectors, all governed in Snowflake.\n\n### What You Learned\n\n- How to create external MCP connectors using OAuth (standard and DCR)\n- How to create Snowflake-managed MCP servers with Cortex Search and Cortex Analyst tools\n- How to wire internal and external MCP servers into Cortex Agents\n- How Snowflake RBAC governs data, tools, MCP servers, and agents\n\n### Key Takeaways\n\n1. Snowflake-managed MCP servers and external connectors can be combined in a single agent\n2. `GRANT USAGE ON MCP SERVER` governs tool access at the role level. Restricted roles don't see tools they shouldn't use\n3. One API integration + one external MCP server = your agent can query Jira, GitHub, or Salesforce alongside Snowflake data\n\n### Related Resources\n\n- [MCP Connectors](https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-mcp-connectors) -- External MCP connector docs\n- [CREATE MCP SERVER](https://docs.snowflake.com/en/sql-reference/sql/create-mcp-server) -- SQL reference\n- [Cortex Agents](https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents) -- Agent orchestration\n- [Semantic Views](https://docs.snowflake.com/en/user-guide/views-semantic/overview) -- Semantic models for Cortex Analyst\n- [Cortex Search](https://docs.snowflake.com/en/sql-reference/sql/create-cortex-search) -- Unstructured search services\n- [Setup Script](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/sfguide-getting-started-with-mcp-connectors/assets/setup.sql) -- Complete setup SQL with teardown at the bottom\n","multiValue":false,":type":"text/x-markdown"},"quickstartArticleLogoImage":{"dataType":"string","title":"Quickstart Article Logo Image","multiValue":false,":type":"text/plain"}},":type":"snowflake-site/components/contentfragment","isDeveloperGuidesPage":false,"model":"snowflake-site/models/quickstart-article"},"flexible_column_cont":{"id":"flexible-column-container-9ba4bf3369","type":"2-column-75-25","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"none","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-04cace66ec",":items":{"quickstart_last_modi":{"id":"quickstart-last-modified-75f5a3af98","icon":{"id":"icon","icon":"calendar",":type":"snowflake-site/components/icon","appliedCssClassNames":"snowflake-icon-blue"},"lastModifiedDatePrefix":"Updated","lastModifiedDate":"2026-05-07",":type":"snowflake-site/components/quickstart/quickstart-last-modified","appliedCssClassNames":"snowflake-responsive-component-top-padding-small"},"text":{"id":"text-45c98f2791","additionalClasses":"qs-disclaimer-text","text":"\u003Cp\u003E\u003Cspan style=\"color: #666;\"\u003EThis content is provided as is, and is not maintained on an ongoing basis. 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