{
  "entries": [
    {
      "@context": "https://agenticresourcediscovery.org/context/v1",
      "identifier": "urn:air:colrows.com:mcp:client-connector",
      "displayName": "Colrows MCP client connector",
      "type": "application/mcp-server-card+json",
      "description": "Governed analytics for MCP client apps such as ChatGPT, Claude, Cursor and Codex. Ask business questions in plain language; Colrows compiles them through its semantic graph into governed, read-only SQL with RBAC, ABAC and row and column rules applied at compile time.",
      "capabilities": ["AnalyticsQuestionAnswering", "SemanticMetadataRead", "VerifiedQuerySearch"],
      "representativeQueries": [
        "connect ChatGPT or Claude to our data warehouse with governed access",
        "what was net revenue by region last quarter in our Snowflake data",
        "MCP server for a semantic layer with row-level security",
        "search the verified queries our data team has approved"
      ],
      "tags": ["semantic layer", "analytics", "governance", "text-to-SQL", "MCP"],
      "version": "2.0.0",
      "updatedAt": "2026-10-28T00:00:00Z",
      "data": {
        "name": "colrows",
        "title": "Colrows MCP client connector",
        "version": "2.0.0",
        "description": "Six governed intent tools for MCP client apps. No tool accepts SQL text.",
        "websiteUrl": "https://colrows.com/docs/saas/mcp.html",
        "remotes": [
          { "type": "streamable-http", "url": "https://cloud.colrows.com/api/mcp/mcp-clients" }
        ],
        "protocolVersions": ["2025-06-18", "2025-03-26", "2024-11-05"],
        "authentication": {
          "required": true,
          "schemes": ["oauth2"],
          "protectedResourceMetadata": "https://cloud.colrows.com/.well-known/oauth-protected-resource/api/mcp/mcp-clients",
          "scopes": ["metadata:read", "data:query"]
        }
      }
    },
    {
      "@context": "https://agenticresourcediscovery.org/context/v1",
      "identifier": "urn:air:colrows.com:mcp:agents",
      "displayName": "Colrows MCP agent endpoint",
      "type": "application/mcp-server-card+json",
      "description": "Lower-level governed tools for custom AI agents built on LangChain, LlamaIndex or a bespoke stack: semantic search, entity reads, join paths, value resolution, cached SQL, and SQL compile, validate and governed asynchronous execution. Needs an OAuth app or client registered by an organization administrator.",
      "capabilities": ["SemanticSearch", "EntityRead", "JoinPathResolution", "ValueResolution", "CachedSqlSearch", "SqlCompile", "SqlValidate", "GovernedQueryExecution"],
      "representativeQueries": [
        "let my LangChain agent query enterprise data with governed SQL",
        "resolve the join path between customers and orders in our semantic graph",
        "compile and validate SQL from a business question before running it",
        "governed SQL execution API for an autonomous data agent"
      ],
      "tags": ["semantic layer", "AI agents", "governance", "SQL", "MCP"],
      "version": "1.0.0",
      "updatedAt": "2026-10-28T00:00:00Z",
      "data": {
        "name": "colrows-agents",
        "title": "Colrows MCP agent endpoint",
        "version": "1.0.0",
        "description": "Up to 13 governed tools, filtered by the token's scopes. Every tool also has a REST route.",
        "websiteUrl": "https://colrows.com/docs/saas/mcp.html",
        "remotes": [
          { "type": "streamable-http", "url": "https://cloud.colrows.com/api/mcp/agents" }
        ],
        "protocolVersions": ["2025-06-18"],
        "authentication": {
          "required": true,
          "schemes": ["oauth2"],
          "protectedResourceMetadata": "https://cloud.colrows.com/.well-known/oauth-protected-resource/api/mcp/agents",
          "scopes": ["semantic:read", "semantic:sql", "sql:execute", "data:query", "data:sql"]
        }
      }
    }
  ]
}