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      "description": "Query Logfire telemetry through its hosted MCP server; the previous local package is archived.",
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        "transport": "Streamable HTTP",
        "authentication": "Browser OAuth, or a Bearer API key with at least project:read.",
        "setup": "Choose the US or EU endpoint for your data region. The EU endpoint is https://logfire-eu.pydantic.dev/mcp. The previous local package is archived.",
        "sources": [
          "https://pydantic.dev/docs/logfire/guides/mcp-server/"
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      "description": "Expose Make automation scenarios as callable tools.",
      "capabilityScope": "api",
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    },
    {
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      "evidenceUrl": "https://developer.meow.com/mcp-server",
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      "capabilityScope": "api",
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        "transport": "Hosted HTTP",
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        "setup": "Authorize account permissions in the client. Payment tools create drafts that require human approval in Meow before funds move.",
        "sources": [
          "https://developer.meow.com/mcp-server"
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        "endpoint": "https://mcp.meow.com",
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    },
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    },
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      "capabilityScope": "api",
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      "profileSource": "catalog",
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      "description": "Query Microsoft Entra context through Microsoft Graph.",
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    },
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        "sources": [
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      "capabilityScope": "api",
      "maintenance": "not-assessed",
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        "transport": "Local stdio; self-hosted SSE or Streamable HTTP",
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        "sources": [
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      "capabilityScope": "api",
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        "sources": [
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        "endpoint": "https://www.comet.com/opik/api/v1/mcp",
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    },
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    },
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      "connection": {
        "transport": "Remote HTTPS",
        "authentication": "OAuth through a HubSpot MCP connector.",
        "setup": "Create an MCP connector and authorize its account access. This CRM implementation is separate from the local developer MCP server.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://developers.hubspot.com/docs/apps/developer-platform/build-apps/integrate-with-the-remote-hubspot-mcp-server"
        ],
        "endpoint": "https://mcp.hubspot.com"
      }
    },
    {
      "profileId": "airtable",
      "profileWebsite": "https://airtable.com",
      "profileSource": "catalog",
      "serverId": "airtable-official",
      "name": "Airtable",
      "publisherStatus": "official",
      "evidenceUrl": "https://support.airtable.com/articles/9897799762-using-the-airtable-mcp-server",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Work with Airtable bases, records and supported builder operations through Airtable’s own MCP server.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Remote HTTP",
        "authentication": "OAuth or a personal access token; existing Airtable permissions apply.",
        "setup": "Use the publisher’s client setup guide. Organization administrators may need to allow the integration.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://support.airtable.com/articles/9897799762-using-the-airtable-mcp-server"
        ],
        "endpoint": "https://mcp.airtable.com/mcp"
      }
    },
    {
      "profileId": "salesforce",
      "profileWebsite": "https://salesforce.com",
      "profileSource": "catalog",
      "serverId": "salesforce-hosted",
      "name": "Salesforce hosted",
      "publisherStatus": "official",
      "evidenceUrl": "https://developer.salesforce.com/docs/platform/hosted-mcp-servers/guide/hosted-mcp-servers-overview.html",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Use enabled Salesforce MCP servers to access records and configured org actions.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Remote; org-specific hosted endpoint",
        "authentication": "Per-user OAuth 2.0 with PKCE.",
        "setup": "An administrator must enable the relevant server and configure the org. Check edition, entitlement and usage requirements; there is no universal public endpoint.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://developer.salesforce.com/docs/platform/hosted-mcp-servers/guide/hosted-mcp-servers-overview.html"
        ]
      }
    },
    {
      "profileId": "xero",
      "profileWebsite": "https://xero.com",
      "profileSource": "catalog",
      "serverId": "xero-remote",
      "name": "Xero remote",
      "publisherStatus": "official",
      "evidenceUrl": "https://developer.xero.com/documentation/guides/remote-mcp/overview",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Read and write supported accounting data through Xero’s hosted MCP server.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Remote HTTPS",
        "authentication": "Xero OAuth 2.0; PKCE recommended.",
        "setup": "Authorize your Xero app and organization, then follow the remote client instructions. Check plan and organization access in the publisher’s documentation.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://developer.xero.com/documentation/guides/remote-mcp/overview"
        ],
        "endpoint": "https://api.xero.com/mcp/v1"
      }
    },
    {
      "profileId": "xero",
      "profileWebsite": "https://xero.com",
      "profileSource": "catalog",
      "serverId": "xero-local",
      "name": "Xero local",
      "publisherStatus": "official",
      "evidenceUrl": "https://github.com/XeroAPI/xero-mcp-server",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Access accounting features with Xero’s local MCP implementation.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Local stdio",
        "authentication": "Xero developer credentials and OAuth custom connection.",
        "setup": "Install the publisher package and configure the required credentials and accounting scopes in your MCP client. This is separate from Xero’s hosted implementation.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://github.com/XeroAPI/xero-mcp-server"
        ]
      }
    },
    {
      "profileId": "quickbooks",
      "profileWebsite": "https://quickbooks.intuit.com",
      "profileSource": "catalog",
      "serverId": "quickbooks-online-local",
      "name": "QuickBooks Online local",
      "publisherStatus": "official",
      "evidenceUrl": "https://github.com/intuit/quickbooks-online-mcp-server",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Access supported QuickBooks Online entities and financial reports through Intuit’s local MCP server.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Local stdio",
        "authentication": "Intuit OAuth 2.0 app, company authorization and refresh token.",
        "setup": "Build the publisher repository and complete the OAuth setup before configuring the local process. QuickBooks Desktop is outside this implementation’s scope.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://github.com/intuit/quickbooks-online-mcp-server"
        ]
      }
    },
    {
      "profileId": "quickbooks",
      "profileWebsite": "https://quickbooks.intuit.com",
      "profileSource": "catalog",
      "serverId": "quickbooks-online-pilot",
      "name": "QuickBooks Online hosted pilot",
      "publisherStatus": "official",
      "evidenceUrl": "https://github.com/IntuitDeveloper/intuit-3p-ai-pilot",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Invitation-only Intuit hosted MCP pilot for selected QuickBooks Online capabilities.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Remote HTTPS",
        "authentication": "Intuit OAuth and restricted MCP scopes provisioned for approved pilot partners.",
        "setup": "Access requires an invitation through the Intuit partner pilot. A published endpoint does not establish general availability.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://github.com/IntuitDeveloper/intuit-3p-ai-pilot"
        ],
        "endpoint": "https://mcp.quickbooks.intuit.com/mcp"
      }
    },
    {
      "profileId": "box",
      "profileWebsite": "https://box.com",
      "profileSource": "catalog",
      "serverId": "box-remote",
      "name": "Box remote",
      "publisherStatus": "official",
      "evidenceUrl": "https://developer.box.com/guides/box-mcp/setup",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Connect an authorized AI client to Box content and available Box AI tools.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Remote HTTPS",
        "authentication": "Box OAuth and integration credentials; enabled scopes and user permissions apply.",
        "setup": "Enable the integration in Box Admin Console, configure client credentials and a redirect URI, then connect the client. Some tools require additional plan entitlements.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://developer.box.com/guides/box-mcp/setup"
        ],
        "endpoint": "https://mcp.box.com"
      }
    },
    {
      "profileId": "amplitude",
      "profileWebsite": "https://amplitude.com",
      "profileSource": "catalog",
      "serverId": "amplitude-analytics",
      "name": "Amplitude analytics",
      "publisherStatus": "official",
      "evidenceUrl": "https://amplitude.com/docs/amplitude-ai/amplitude-mcp",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Query analytics and manage supported Amplitude content through its authenticated MCP server.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Remote HTTP",
        "authentication": "OAuth; authorized Amplitude project access is required.",
        "setup": "Choose the regional server matching your organization and authorize the client. This is not an event-ingestion endpoint.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://amplitude.com/docs/amplitude-ai/amplitude-mcp"
        ],
        "endpoint": "https://mcp.amplitude.com/mcp"
      }
    },
    {
      "profileId": "amplitude",
      "profileWebsite": "https://amplitude.com",
      "profileSource": "catalog",
      "serverId": "amplitude-docs",
      "name": "Amplitude documentation",
      "publisherStatus": "official",
      "evidenceUrl": "https://www.amplitude.com/docs/amplitude-ai/docs-mcp-server",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Search and retrieve public Amplitude documentation; this server cannot access your analytics account.",
      "capabilityScope": "documentation",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Streamable HTTP",
        "authentication": "No authentication required for public documentation.",
        "setup": "Use a client supporting Streamable HTTP. For account data, use the separate authenticated Amplitude analytics MCP server.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://www.amplitude.com/docs/amplitude-ai/docs-mcp-server"
        ],
        "endpoint": "https://amplitude.com/docs/api/mcp"
      }
    },
    {
      "profileId": "mixpanel",
      "profileWebsite": "https://mixpanel.com",
      "profileSource": "catalog",
      "serverId": "mixpanel-official",
      "name": "Mixpanel",
      "publisherStatus": "official",
      "evidenceUrl": "https://docs.mixpanel.com/docs/mcp",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Query Mixpanel analytics and work with supported reports, dashboards and project metadata.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Streamable HTTP",
        "authentication": "OAuth with PKCE or documented service-account credentials.",
        "setup": "Choose the US, EU or India endpoint for your data region. Review the publisher’s client instructions and permissions before connecting.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://docs.mixpanel.com/docs/mcp"
        ],
        "endpoint": "https://mcp.mixpanel.com/mcp"
      }
    },
    {
      "profileId": "shopify",
      "profileWebsite": "https://shopify.com",
      "profileSource": "catalog",
      "serverId": "shopify-ucp",
      "name": "Shopify UCP commerce",
      "publisherStatus": "official",
      "evidenceUrl": "https://shopify.dev/docs/apps/build/storefront-mcp",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Access store catalog and cart capabilities through Shopify’s UCP MCP replacement for Storefront MCP.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Store-specific remote MCP endpoint",
        "authentication": "Consult the UCP setup guide for the selected store and operations.",
        "setup": "The old /api/mcp catalog and cart tools were removed. Use the store-specific /api/ucp/mcp endpoint and follow Shopify’s migration guide. Customer Accounts MCP is separate.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://shopify.dev/docs/apps/build/storefront-mcp"
        ]
      }
    },
    {
      "profileId": "shopify",
      "profileWebsite": "https://shopify.com",
      "profileSource": "catalog",
      "serverId": "shopify-dev",
      "name": "Shopify developer",
      "publisherStatus": "official",
      "evidenceUrl": "https://shopify.dev/docs/apps/build/ai-toolkit",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Use Shopify developer resources through the local Dev MCP server.",
      "capabilityScope": "developer-tools",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Local stdio",
        "authentication": "No authentication required for developer resources.",
        "setup": "Configure the official @shopify/dev-mcp package in your MCP client. This provides developer tooling, not general access to a merchant’s private Admin API data.",
        "reviewedAt": "2026-10-22",
        "verification": "documentation-only",
        "sources": [
          "https://shopify.dev/docs/apps/build/ai-toolkit"
        ]
      }
    },
    {
      "profileId": "xmcp",
      "profileWebsite": "https://xmcp.dev",
      "profileSource": "curated",
      "serverId": "xmcp",
      "name": "xmcp",
      "publisherStatus": "official",
      "evidenceUrl": "https://xmcp.dev/docs/guides/xmcp-mcp-server",
      "evidenceReviewedAt": "2026-10-22",
      "associationReviewedAt": "2026-10-22",
      "description": "Search and read the xmcp framework documentation from AI coding agents.",
      "capabilityScope": "developer-tools",
      "maintenance": "not-assessed",
      "connection": {
        "reviewedAt": "2026-10-22",
        "transport": "Streamable HTTP",
        "authentication": "None; the documentation server is public and read-only.",
        "setup": "Add https://xmcp.dev/mcp as a remote MCP server. Its search tool queries the documentation or retrieves a page by ID.",
        "sources": [
          "https://xmcp.dev/docs/guides/xmcp-mcp-server"
        ],
        "endpoint": "https://xmcp.dev/mcp",
        "verification": "documentation-only"
      }
    },
    {
      "profileId": "bill-com",
      "profileWebsite": "https://www.bill.com",
      "profileSource": "catalog",
      "serverId": "bill-docs",
      "name": "BILL documentation",
      "publisherStatus": "official",
      "evidenceUrl": "https://developer.bill.com/docs/ai-agent-resources",
      "evidenceReviewedAt": "2026-10-23",
      "associationReviewedAt": "2026-10-23",
      "description": "Search public BILL API documentation and prepare API requests. Includes an execute-request tool; this is not an authenticated BILL account connection.",
      "capabilityScope": "documentation",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Streamable HTTP",
        "authentication": "No authentication required for public documentation.",
        "setup": "Use a Streamable HTTP client. The separate account-data server requires BILL sign-in and client approval. Tool discovery returned six tools, including execute-request with caller-supplied headers and body. Review and authorize each request separately. No tool execution was tested.",
        "endpoint": "https://developer.bill.com/mcp",
        "reviewedAt": "2026-10-23",
        "verification": "documentation-only",
        "sources": [
          "https://developer.bill.com/docs/ai-agent-resources"
        ]
      }
    },
    {
      "profileId": "bill-com",
      "profileWebsite": "https://www.bill.com",
      "profileSource": "catalog",
      "serverId": "bill-account-data",
      "name": "BILL account data",
      "publisherStatus": "official",
      "evidenceUrl": "https://developer.bill.com/docs/bill-mcp-server",
      "evidenceReviewedAt": "2026-10-23",
      "associationReviewedAt": "2026-10-23",
      "description": "Read bills, outgoing payments, invoices and card-spend data within your BILL permissions. Creating, editing, approving and paying are not available.",
      "capabilityScope": "api",
      "maintenance": "not-assessed",
      "connection": {
        "transport": "Remote HTTP",
        "authentication": "OAuth with an active BILL account in an eligible US organization; one organization per connection.",
        "setup": "Claude and ChatGPT are validated by BILL. Other clients, including MCP Connect hosts, require BILL approval of their published client identity and exact redirect URI before connecting. Claude CLI setup is not supported. Sandbox: https://gateway.stage.bill.com/ai-mcp-server/v1. Account-data access has not been live-tested here.",
        "endpoint": "https://gateway.prod.bill.com/ai-mcp-server/v1",
        "reviewedAt": "2026-10-23",
        "verification": "documentation-only",
        "sources": [
          "https://developer.bill.com/docs/bill-mcp-server"
        ]
      }
    }
  ]
}