Outlit

{
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      "details": {
        "auth_present": true,
        "confirmation_signals": [],
        "reason": "empty_observation_set",
        "safeguard_count": 0,
        "summary": {
          "annotation_conflict_tools": 0,
          "bulk_access_tools": 0,
          "capability_distribution": {},
          "declared_non_read_only_tools": 0,
          "destructive_tools": 0,
          "egress_tools": 0,
          "exec_tools": 0,
          "has_non_read_capability": false,
          "high_risk_tools": 0,
          "risk_distribution": {
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            "high": 0,
            "low": 0,
            "medium": 0
          },
          "secret_tools": 0,
          "tool_count": 0
        }
      },
      "latency_ms": null,
      "status": "not_assessed"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": true,
          "elicitation": false,
          "prompts": true,
          "resource_links": false,
          "resources": true,
          "roots": false,
          "sampling": false,
          "structured_outputs": false
        },
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        ],
        "enabled_count": 3,
        "initialize_capability_keys": []
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "tools_list",
          "protocol_version",
          "transport_compliance",
          "action_safety",
          "tool_surface",
          "auth_flow"
        ],
        "criteria": {
          "action_safety": false,
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          "connector_replay": true,
          "initialize": true,
          "protocol_version": false,
          "remote_transport": true,
          "request_association": true,
          "server_card": true,
          "session_resume": true,
          "step_up_auth": true,
          "tool_surface": false,
          "tools_list": false,
          "transport_compliance": false
        },
        "high_risk_tools": 0,
        "tool_count": 0,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "error"
    },
    "connector_replay_probe": {
      "details": {
        "reason": "no_tools"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "determinism_probe": {
      "details": {
        "reason": "tools_list_unavailable"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "initialize": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://mcp.outlit.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains",
          "www-authenticate": "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
        },
        "http_status": 401,
        "payload": {},
        "url": "https://mcp.outlit.ai/mcp"
      },
      "latency_ms": 171.11,
      "status": "auth_required"
    },
    "interactive_flow_probe": {
      "details": {
        "oauth_supported": false,
        "prompt_available": false,
        "risk_hits": [],
        "safe_hits": [
          "oauth",
          "browser"
        ]
      },
      "latency_ms": null,
      "status": "ok"
    },
    "oauth_authorization_server": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "oauth_protected_resource": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://mcp.outlit.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://mcp.outlit.ai/.well-known/oauth-protected-resource"
      },
      "latency_ms": 47.69,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": true,
        "official_peer_count": 1,
        "registry_identifier": "ai.outlit/outlit",
        "registry_source": "official_registry"
      },
      "latency_ms": null,
      "status": "ok"
    },
    "openid_configuration": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "text/html; charset=utf-8",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 404,
        "url": "https://mcp.outlit.ai/robots.txt",
        "validation_disallowed": false
      },
      "latency_ms": 963.61,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://mcp.outlit.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains",
          "www-authenticate": "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
        },
        "http_status": 401,
        "payload": {},
        "reason": "auth_required",
        "url": "https://mcp.outlit.ai/mcp"
      },
      "latency_ms": 193.36,
      "status": "auth_required"
    },
    "protocol_version_probe": {
      "details": {
        "latest_known_version": "2025-11-25",
        "reason": "no_protocol_version",
        "validator_protocol_version": "2025-03-26"
      },
      "latency_ms": null,
      "status": "missing"
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    "provenance_divergence_probe": {
      "details": {
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        "compared_fields": [
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        "direct_official_match": true,
        "drift_fields": [],
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      "status": "not_assessed"
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    "request_association_probe": {
      "details": {
        "reason": "no_request_association_capabilities_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resource_read": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resources_list": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://mcp.outlit.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains",
          "www-authenticate": "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
        },
        "http_status": 401,
        "payload": {},
        "reason": "auth_required",
        "url": "https://mcp.outlit.ai/mcp"
      },
      "latency_ms": 277.01,
      "status": "auth_required"
    },
    "schema_divergence_probe": {
      "details": {
        "card_server_name": "Outlit",
        "compared_dimensions": [
          "server_name",
          "server_version",
          "declared_vs_observed_auth",
          "tool_membership",
          "parameter_names",
          "required_parameters",
          "parameter_types",
          "output_schema_presence"
        ],
        "compared_tool_count": 0,
        "live_server_name": null,
        "reason": "no_live_tools",
        "server_name_mismatch": false
      },
      "latency_ms": null,
      "status": "missing"
    },
    "server_card": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "payload": {
          "authentication": {
            "description": "Use the workspace-specific MCP URL from Outlit settings and complete OAuth in your MCP client.",
            "required": true,
            "schemes": [
              "oauth2"
            ],
            "type": "oauth2"
          },
          "description": "Outlit is the real-time understanding of every customer, the infrastructure agents use to automate customer operations.",
          "documentationUrl": "https://docs.outlit.ai/ai-integrations/mcp",
          "icon": "https://outlit.ai/images/logos/outlit-logo-square.png",
          "icons": [
            {
              "sizes": "516x516",
              "src": "https://outlit.ai/images/logos/outlit-logo-square.png",
              "type": "image/png"
            }
          ],
          "name": "Outlit",
          "prompts": [],
          "resources": [],
          "serverInfo": {
            "name": "Outlit",
            "version": "1.0.0"
          },
          "serverUrl": "https://mcp.outlit.ai/mcp",
          "serverUrlUsage": "The generic serverUrl is available for discovery and OAuth-capable MCP clients. Prefer the workspace-specific URL from Outlit settings when configuring a client.",
          "tools": [
            {
              "description": "Browse and filter customers. Use this to find customers by billing status, activity recency, revenue, or name. Returns a paginated list with summary info (MRR, last activity, status).",
              "name": "outlit_list_customers"
            },
            {
              "description": "Browse and filter users. Use this to find users by journey stage, activity recency, customer, or email/name. Returns a paginated list with activity info.",
              "name": "outlit_list_users"
            },
            {
              "description": "Browse internal workspace users such as CSMs, managers, account owners, and admins. Use this to discover who owns customers before composing dynamic reports across account books.",
              "name": "outlit_list_workspace_users"
            },
            {
              "description": "Get full details for a single customer. Use this when you already know which customer you want to inspect. Optionally include related data (users, revenue, recent activity, engagement metrics, company enrichment).",
              "name": "outlit_get_customer"
            },
            {
              "description": "Assign an active workspace member as this customer\u2019s primary owner. The former owner keeps Editor access.",
              "name": "outlit_assign_customer_owner"
            },
            {
              "description": "Share a customer with an active workspace member as a Viewer or Editor. The customer ID must be exact.",
              "name": "outlit_grant_customer_access"
            },
            {
              "description": "Change an existing customer collaborator between Viewer and Editor.",
              "name": "outlit_update_customer_access"
            },
            {
              "description": "Remove a collaborator\u2019s explicit access to a customer.",
              "name": "outlit_revoke_customer_access"
            },
            {
              "description": "Get the chronological activity timeline for a customer. Use this to see what happened and when \u2014 emails, calls, Slack messages, billing events, etc. Supports channel and date filtering.",
              "name": "outlit_get_timeline"
            },
            {
              "description": "List structured facts known about a customer. Use filters like status, sourceTypes, factTypes, factCategories, and date bounds to narrow the result set. For topic-specific retrieval, use outlit_search_customer_context instead.",
              "name": "outlit_list_facts"
            },
            {
              "description": "Get one exact fact by ID. Returns the canonical fact shape and optionally expands requested related data such as evidence.",
              "name": "outlit_get_fact"
            },
            {
              "description": "Get one exact source record by generic sourceType and sourceId. Use this when you already know the concrete underlying source you want to inspect.",
              "name": "outlit_get_source"
            },
            {
              "description": "List concrete source records deterministically. Use this instead of semantic search when you need enumerated calls, emails, calendar events, support tickets, Slack conversations, or opportunities.",
              "name": "outlit_list_sources"
            },
            {
              "description": "Search across all known customer context using a natural-language query. Returns ranked artifact-level discovery previews with at most two matching excerpts per source or fact. Use outlit_get_source with a returned sourceType and sourceId when you need the canonical source contents. Omit customer to search across all customers in the organization.",
              "name": "outlit_search_customer_context"
            },
            {
              "description": "Execute read-only SQL queries against your analytics views.\n\nAvailable views:\n- activity: Customer activity events (event_name, event_type, event_channel, customer_id, occurred_at, properties, ...)\n- customers: Customer attributes (customer_id, domain, name, billing_status, plan, mrr_cents, traits, ...)\n- users: User attributes (user_id, email, name, customer_id, traits, ...)\n- revenue: Revenue snapshots over time (customer_id, snapshot_date, mrr_cents, ...)\n\nAll queries are automatically filtered to your organization's data.\nOnly SELECT queries are allowed.\nProperties and traits are JSON strings; inspect schemas and examples before filtering nested values.\n\nExample queries:\n- SELECT event_name, count(*) FROM activity GROUP BY 1 ORDER BY 2 DESC LIMIT 10\n- SELECT billing_status, sum(mrr_cents)/100 as mrr FROM customers GROUP BY 1\n- SELECT * FROM activity WHERE customer_id = 'cust_123' ORDER BY occurred_at DESC LIMIT 50",
              "name": "outlit_query"
            },
            {
              "description": "Get schemas for available analytics views.\n\nUse this to discover column names, types, and descriptions before writing SQL queries.\nReturns column definitions and example queries for each view.",
              "name": "outlit_schema"
            },
            {
              "description": "List configured destinations using safe status fields and masked configuration only.",
              "name": "outlit_list_destinations"
            },
            {
              "description": "Get one destination using safe status fields and masked configuration only.",
              "name": "outlit_get_destination"
            },
            {
              "description": "Create a Slack channel destination from an available channel.",
              "name": "outlit_create_destination"
            },
            {
              "description": "Update ordinary destination metadata. Use the dedicated enable or disable tool for lifecycle state.",
              "name": "outlit_update_destination"
            },
            {
              "description": "Enable an ordinary destination that is ready for delivery.",
              "name": "outlit_enable_destination"
            },
            {
              "description": "Disable an ordinary non-default destination.",
              "name": "outlit_disable_destination"
            },
            {
              "description": "Archive an ordinary destination.",
              "name": "outlit_archive_destination"
            },
            {
              "description": "List available integrations and safe connection health for the current actor.",
              "name": "outlit_list_integrations"
            },
            {
              "description": "Describe safe integration setup modes without exposing credential fields or provider configuration.",
              "name": "outlit_get_integration_capabilities"
            },
            {
              "description": "Begin a short-lived browser handoff for an integration that supports browser authentication.",
              "name": "outlit_begin_integration_setup"
            },
            {
              "description": "Check a browser setup handoff owned by the current actor.",
              "name": "outlit_get_integration_setup_status"
            },
            {
              "description": "Get safe model-level sync status for a connection visible to the current actor.",
              "name": "outlit_get_integration_sync_status"
            },
            {
              "description": "Get the product event currently configured to activate customers and users.",
              "name": "outlit_get_customer_activation"
            },
            {
              "description": "Preview the bounded recent impact of choosing a product event for customer activation without changing configuration.",
              "name": "outlit_preview_customer_activation"
            },
            {
              "description": "Set the product event used for future customer activation, or disable event-based activation with null. This does not backfill history.",
              "name": "outlit_update_customer_activation"
            },
            {
              "description": "Get the workspace default timezone used by time-based product behavior.",
              "name": "outlit_get_workspace_settings"
            },
            {
              "description": "Update the workspace default timezone using a valid IANA timezone.",
              "name": "outlit_update_workspace_settings"
            }
          ],
          "transport": "streamable-http",
          "version": "1.0.0",
          "workspaceServerUrlTemplate": "https://mcp.outlit.ai/w/{workspaceSlug}/mcp"
        },
        "url": "https://mcp.outlit.ai/.well-known/mcp/server-card.json"
      },
      "latency_ms": 309.98,
      "status": "ok"
    },
    "session_resume_probe": {
      "details": {
        "protocol_version": null,
        "reason": "no_session_id",
        "resume_expected": false,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "step_up_auth_probe": {
      "details": {
        "auth_required_checks": [
          "initialize",
          "tools_list",
          "prompts_list",
          "resources_list"
        ],
        "broad_scopes": [],
        "challenge_headers": [
          "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\"",
          "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\"",
          "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\"",
          "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
        ],
        "minimal_scope_documented": false,
        "oauth_present": false,
        "scope_specificity_ratio": 0.0,
        "step_up_signals": [
          "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\"",
          "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\"",
          "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\"",
          "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
        ],
        "supported_scopes": []
      },
      "latency_ms": null,
      "status": "warning"
    },
    "tool_snapshot_probe": {
      "details": {
        "reason": "no_tools"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "tools_list": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://mcp.outlit.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains",
          "www-authenticate": "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
        },
        "http_status": 401,
        "payload": {},
        "url": "https://mcp.outlit.ai/mcp"
      },
      "latency_ms": 172.52,
      "status": "auth_required"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains",
          "www-authenticate": "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
        },
        "bad_protocol_payload": {
          "error": "invalid_token",
          "error_description": "Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential."
        },
        "bad_protocol_status_code": 401,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_protocol_header",
          "bad_protocol_not_rejected"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": false,
        "transport": "streamable-http"
      },
      "latency_ms": 271.37,
      "status": "error"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": true,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 401,
          "probe_status": "auth_required"
        }
      },
      "latency_ms": 149.74,
      "status": "ok"
    }
  },
  "failures": {
    "initialize": {
      "error": "Client error '401 Unauthorized' for url 'https://mcp.outlit.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
      "headers": {
        "content-type": "application/json",
        "strict-transport-security": "max-age=31536000; includeSubDomains",
        "www-authenticate": "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
      },
      "http_status": 401,
      "payload": {},
      "url": "https://mcp.outlit.ai/mcp"
    },
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 Not Found' for url 'https://mcp.outlit.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.outlit.ai/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "tools_list": {
      "error": "Client error '401 Unauthorized' for url 'https://mcp.outlit.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
      "headers": {
        "content-type": "application/json",
        "strict-transport-security": "max-age=31536000; includeSubDomains",
        "www-authenticate": "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
      },
      "http_status": 401,
      "payload": {},
      "url": "https://mcp.outlit.ai/mcp"
    },
    "transport_compliance_probe": {
      "bad_protocol_error": null,
      "bad_protocol_headers": {
        "content-type": "application/json",
        "strict-transport-security": "max-age=31536000; includeSubDomains",
        "www-authenticate": "Bearer error=\"invalid_token\", error_description=\"Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential.\", resource_metadata=\"https://mcp.outlit.ai/.well-known/oauth-protected-resource/mcp\""
      },
      "bad_protocol_payload": {
        "error": "invalid_token",
        "error_description": "Outlit MCP requires an Authorization: Bearer token. Use the workspace MCP URL and complete OAuth in your MCP client. Legacy or headless clients that do not support OAuth must send their configured bearer credential."
      },
      "bad_protocol_status_code": 401,
      "delete_error": null,
      "delete_status_code": null,
      "expired_session_error": null,
      "expired_session_status_code": null,
      "issues": [
        "missing_protocol_header",
        "bad_protocol_not_rejected"
      ],
      "last_event_id_visible": false,
      "protocol_header_present": false,
      "requested_protocol_version": "2025-03-26",
      "session_id_present": false,
      "transport": "streamable-http"
    }
  },
  "remote_url": "https://mcp.outlit.ai/mcp",
  "server_card_payload": {
    "authentication": {
      "description": "Use the workspace-specific MCP URL from Outlit settings and complete OAuth in your MCP client.",
      "required": true,
      "schemes": [
        "oauth2"
      ],
      "type": "oauth2"
    },
    "description": "Outlit is the real-time understanding of every customer, the infrastructure agents use to automate customer operations.",
    "documentationUrl": "https://docs.outlit.ai/ai-integrations/mcp",
    "icon": "https://outlit.ai/images/logos/outlit-logo-square.png",
    "icons": [
      {
        "sizes": "516x516",
        "src": "https://outlit.ai/images/logos/outlit-logo-square.png",
        "type": "image/png"
      }
    ],
    "name": "Outlit",
    "prompts": [],
    "resources": [],
    "serverInfo": {
      "name": "Outlit",
      "version": "1.0.0"
    },
    "serverUrl": "https://mcp.outlit.ai/mcp",
    "serverUrlUsage": "The generic serverUrl is available for discovery and OAuth-capable MCP clients. Prefer the workspace-specific URL from Outlit settings when configuring a client.",
    "tools": [
      {
        "description": "Browse and filter customers. Use this to find customers by billing status, activity recency, revenue, or name. Returns a paginated list with summary info (MRR, last activity, status).",
        "name": "outlit_list_customers"
      },
      {
        "description": "Browse and filter users. Use this to find users by journey stage, activity recency, customer, or email/name. Returns a paginated list with activity info.",
        "name": "outlit_list_users"
      },
      {
        "description": "Browse internal workspace users such as CSMs, managers, account owners, and admins. Use this to discover who owns customers before composing dynamic reports across account books.",
        "name": "outlit_list_workspace_users"
      },
      {
        "description": "Get full details for a single customer. Use this when you already know which customer you want to inspect. Optionally include related data (users, revenue, recent activity, engagement metrics, company enrichment).",
        "name": "outlit_get_customer"
      },
      {
        "description": "Assign an active workspace member as this customer\u2019s primary owner. The former owner keeps Editor access.",
        "name": "outlit_assign_customer_owner"
      },
      {
        "description": "Share a customer with an active workspace member as a Viewer or Editor. The customer ID must be exact.",
        "name": "outlit_grant_customer_access"
      },
      {
        "description": "Change an existing customer collaborator between Viewer and Editor.",
        "name": "outlit_update_customer_access"
      },
      {
        "description": "Remove a collaborator\u2019s explicit access to a customer.",
        "name": "outlit_revoke_customer_access"
      },
      {
        "description": "Get the chronological activity timeline for a customer. Use this to see what happened and when \u2014 emails, calls, Slack messages, billing events, etc. Supports channel and date filtering.",
        "name": "outlit_get_timeline"
      },
      {
        "description": "List structured facts known about a customer. Use filters like status, sourceTypes, factTypes, factCategories, and date bounds to narrow the result set. For topic-specific retrieval, use outlit_search_customer_context instead.",
        "name": "outlit_list_facts"
      },
      {
        "description": "Get one exact fact by ID. Returns the canonical fact shape and optionally expands requested related data such as evidence.",
        "name": "outlit_get_fact"
      },
      {
        "description": "Get one exact source record by generic sourceType and sourceId. Use this when you already know the concrete underlying source you want to inspect.",
        "name": "outlit_get_source"
      },
      {
        "description": "List concrete source records deterministically. Use this instead of semantic search when you need enumerated calls, emails, calendar events, support tickets, Slack conversations, or opportunities.",
        "name": "outlit_list_sources"
      },
      {
        "description": "Search across all known customer context using a natural-language query. Returns ranked artifact-level discovery previews with at most two matching excerpts per source or fact. Use outlit_get_source with a returned sourceType and sourceId when you need the canonical source contents. Omit customer to search across all customers in the organization.",
        "name": "outlit_search_customer_context"
      },
      {
        "description": "Execute read-only SQL queries against your analytics views.\n\nAvailable views:\n- activity: Customer activity events (event_name, event_type, event_channel, customer_id, occurred_at, properties, ...)\n- customers: Customer attributes (customer_id, domain, name, billing_status, plan, mrr_cents, traits, ...)\n- users: User attributes (user_id, email, name, customer_id, traits, ...)\n- revenue: Revenue snapshots over time (customer_id, snapshot_date, mrr_cents, ...)\n\nAll queries are automatically filtered to your organization's data.\nOnly SELECT queries are allowed.\nProperties and traits are JSON strings; inspect schemas and examples before filtering nested values.\n\nExample queries:\n- SELECT event_name, count(*) FROM activity GROUP BY 1 ORDER BY 2 DESC LIMIT 10\n- SELECT billing_status, sum(mrr_cents)/100 as mrr FROM customers GROUP BY 1\n- SELECT * FROM activity WHERE customer_id = 'cust_123' ORDER BY occurred_at DESC LIMIT 50",
        "name": "outlit_query"
      },
      {
        "description": "Get schemas for available analytics views.\n\nUse this to discover column names, types, and descriptions before writing SQL queries.\nReturns column definitions and example queries for each view.",
        "name": "outlit_schema"
      },
      {
        "description": "List configured destinations using safe status fields and masked configuration only.",
        "name": "outlit_list_destinations"
      },
      {
        "description": "Get one destination using safe status fields and masked configuration only.",
        "name": "outlit_get_destination"
      },
      {
        "description": "Create a Slack channel destination from an available channel.",
        "name": "outlit_create_destination"
      },
      {
        "description": "Update ordinary destination metadata. Use the dedicated enable or disable tool for lifecycle state.",
        "name": "outlit_update_destination"
      },
      {
        "description": "Enable an ordinary destination that is ready for delivery.",
        "name": "outlit_enable_destination"
      },
      {
        "description": "Disable an ordinary non-default destination.",
        "name": "outlit_disable_destination"
      },
      {
        "description": "Archive an ordinary destination.",
        "name": "outlit_archive_destination"
      },
      {
        "description": "List available integrations and safe connection health for the current actor.",
        "name": "outlit_list_integrations"
      },
      {
        "description": "Describe safe integration setup modes without exposing credential fields or provider configuration.",
        "name": "outlit_get_integration_capabilities"
      },
      {
        "description": "Begin a short-lived browser handoff for an integration that supports browser authentication.",
        "name": "outlit_begin_integration_setup"
      },
      {
        "description": "Check a browser setup handoff owned by the current actor.",
        "name": "outlit_get_integration_setup_status"
      },
      {
        "description": "Get safe model-level sync status for a connection visible to the current actor.",
        "name": "outlit_get_integration_sync_status"
      },
      {
        "description": "Get the product event currently configured to activate customers and users.",
        "name": "outlit_get_customer_activation"
      },
      {
        "description": "Preview the bounded recent impact of choosing a product event for customer activation without changing configuration.",
        "name": "outlit_preview_customer_activation"
      },
      {
        "description": "Set the product event used for future customer activation, or disable event-based activation with null. This does not backfill history.",
        "name": "outlit_update_customer_activation"
      },
      {
        "description": "Get the workspace default timezone used by time-based product behavior.",
        "name": "outlit_get_workspace_settings"
      },
      {
        "description": "Update the workspace default timezone using a valid IANA timezone.",
        "name": "outlit_update_workspace_settings"
      }
    ],
    "transport": "streamable-http",
    "version": "1.0.0",
    "workspaceServerUrlTemplate": "https://mcp.outlit.ai/w/{workspaceSlug}/mcp"
  },
  "server_identifier": "ai.outlit/outlit"
}