zenml-io/mcp-zenml

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{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": false,
        "confirmation_signals": [],
        "safeguard_count": 0,
        "summary": {
          "bulk_access_tools": 0,
          "capability_distribution": {},
          "destructive_tools": 0,
          "egress_tools": 0,
          "exec_tools": 0,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 0,
            "medium": 0
          },
          "secret_tools": 0,
          "tool_count": 0
        }
      },
      "latency_ms": null,
      "status": "ok"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": false,
          "resource_links": false,
          "resources": false,
          "roots": false,
          "sampling": false,
          "structured_outputs": false
        },
        "enabled": [],
        "enabled_count": 0,
        "initialize_capability_keys": []
      },
      "latency_ms": null,
      "status": "missing"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "initialize",
          "tools_list",
          "protocol_version",
          "transport_compliance",
          "server_card",
          "tool_surface",
          "auth_flow"
        ],
        "criteria": {
          "action_safety": true,
          "auth_flow": false,
          "connector_replay": true,
          "initialize": false,
          "protocol_version": false,
          "remote_transport": true,
          "request_association": true,
          "server_card": false,
          "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 '422 Unprocessable Entity' for url 'https://github.com/zenml-io/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/422",
        "headers": {
          "content-type": "text/html; charset=utf-8",
          "set-cookie": "_gh_sess=bdl%2FLx7Cgn8ZI0j%2F83OxmtBWwn9vKNwlUAcLmi3YsOZr9Po02Y%2Fi5bFVSiPMuofVXE0NfoPCrW6vVjj%2BJugQ7T9CJwvZN%2FhKTlepcrPEuw%2FpgYkra1z8rxeylQ5Rza9wTD3hl4Ivb%2FQ%2BVOwwnt0tprVhx%2Bsh2lI0%2B0MvZJFTYxcz4WFyMzlsffbzbu%2F5d2gvgiAMrMKbY3kLZqgdWPlEWRZKKlabpCyMOMguA0sSzwxcCPsFjdU5ftLosMwSJ3O7%2BOehM64L5HKLZVskiPVkcYf6hDrRU3tBfOWNoVt%2BdS1rcBUv--UBWgsmja57zw8sVT--Q04ATno9QZmBwiaUoq2JPg%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
          "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
        },
        "http_status": 422,
        "payload": {},
        "url": "https://github.com/zenml-io/mcp"
      },
      "latency_ms": 31.38,
      "status": "error"
    },
    "interactive_flow_probe": {
      "details": {
        "oauth_supported": false,
        "prompt_available": false,
        "risk_hits": [],
        "safe_hits": []
      },
      "latency_ms": null,
      "status": "missing"
    },
    "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://github.com/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://github.com/.well-known/oauth-protected-resource"
      },
      "latency_ms": 8.94,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": false,
        "official_identifiers": [
          "ai.smithery/arjunkmrm-clock",
          "ai.smithery/keremurat-json",
          "io.github.TheNextGenNexus/real-estate-mcp-server",
          "io.github.cyanheads/clinicaltrialsgov-mcp-server",
          "io.github.gagandeeppra/mcp-observability-server",
          "eu.ansvar/dutch-law-mcp",
          "io.github.KaiErikNiermann/task-warrior-mcp",
          "io.github.agraciag/patxin",
          "io.github.Gammell53/clawwork",
          "io.github.king-of-the-grackles/reddit-research-mcp"
        ],
        "official_peer_count": 10,
        "registry_source": "awesome_mcp_servers"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "openid_configuration": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "text/plain",
          "strict-transport-security": "max-age=31536000; includeSubDomains; preload"
        },
        "http_status": 200,
        "url": "https://github.com/robots.txt"
      },
      "latency_ms": 213.63,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "error": "Client error '422 Unprocessable Entity' for url 'https://github.com/zenml-io/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/422",
        "headers": {
          "content-type": "text/html; charset=utf-8",
          "set-cookie": "_gh_sess=X642rCiCxG1Cy%2FFgmR1Wet4cECfTjGVPrasJr4lfYI4LjLVsbKNLoW7wKW7Z5gZmaIv5GoFqjvwg3WAlC6Fx%2BBSDqyqSnCrnezs2tVbHCDpDLIEJe9Cigx6UcRbYYPNqAjxkvv8QQD2YSJutoqDt3%2BSlNuvgsYNhz1oZZCzbNyXXJoE8j06I9o03O6AVsgOwFSvHJUNgtIcrjeUOGDagT1nGSAbL9X8nW2UzmV8dNr0W%2FhkYTP%2BoR0%2BC00Carx4FQmNxQkqQjYH7Zd9TU7qKaeODfZwCiy2ABlbkxkxFi3rv0S4O--K5gmFRmsIhAPHym0--hOxouhCjg75ZlTzraZXhXg%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
          "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
        },
        "http_status": 422,
        "payload": {},
        "reason": "not_advertised",
        "url": "https://github.com/zenml-io/mcp"
      },
      "latency_ms": 30.43,
      "status": "missing"
    },
    "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"
    },
    "provenance_divergence_probe": {
      "details": {
        "direct_official_match": false,
        "drift_fields": [],
        "metadata_document_count": 1,
        "registry_homepage": null,
        "registry_repository": null,
        "registry_title": null,
        "registry_version": null,
        "server_card_homepage": null,
        "server_card_repository": null,
        "server_card_title": null,
        "server_card_version": null
      },
      "latency_ms": null,
      "status": "ok"
    },
    "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 '422 Unprocessable Entity' for url 'https://github.com/zenml-io/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/422",
        "headers": {
          "content-type": "text/html; charset=utf-8",
          "set-cookie": "_gh_sess=FwfWuk08SlNp9lHYSqUDP4YX3xBYaXABVQYQ5vyC%2FTA5hCdAB6hITSGzusKX%2B9%2Bo4C%2FsFSKVk%2FE6AZ4IcH%2FHf9qNdXEEHu9OaQNZigwG6cK2gtOcrQTeBYqq4gPJZTeaJCrKCKePO78CCrq5ESvYV8M8khowm8B6so1fGadtiEFKL2C%2BvV2Q7DeK3lWKUpqD78Lfb78HCQYtrpeRT6FE9FyXxIK%2F%2BMcG2NTb%2BXpFQgt6w3lmJyWyrM4yWcdajPE9QYgfFDbQWrgiG7VVasv2MwwZlIzE6vri%2FKTAZ%2BH%2FO5m4QYw3--RgYq12pk6S%2B5%2Ba%2BV--%2BPPq3WNWNuYEzsMlZ4ggWA%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
          "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
        },
        "http_status": 422,
        "payload": {},
        "reason": "not_advertised",
        "url": "https://github.com/zenml-io/mcp"
      },
      "latency_ms": 27.73,
      "status": "missing"
    },
    "server_card": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://github.com/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://github.com/.well-known/mcp/server-card.json"
      },
      "latency_ms": 8.74,
      "status": "error"
    },
    "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": [],
        "broad_scopes": [],
        "challenge_headers": [],
        "minimal_scope_documented": false,
        "oauth_present": false,
        "scope_specificity_ratio": 0.0,
        "step_up_signals": [],
        "supported_scopes": []
      },
      "latency_ms": null,
      "status": "missing"
    },
    "tool_snapshot_probe": {
      "details": {
        "reason": "no_tools"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "tools_list": {
      "details": {
        "error": "Client error '422 Unprocessable Entity' for url 'https://github.com/zenml-io/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/422",
        "headers": {
          "content-type": "text/html; charset=utf-8",
          "set-cookie": "_gh_sess=ixXtcQByiAbeU804z9iMQ8t%2FeIJHliOMC0r7YKoItj7%2BjLmkOX%2FEO%2FH%2FtGfLtYq89Qa3NvOzRE1KI%2BRNVAecTsMflVR2Ip301LGi7Eq7UC5%2BdBgUczUeFqpwpTIAEybrUPqfZgPRLT7lrMVpv5MCq65HQbbwraZQF2gdkkHeC0H3WKFqAmZwR%2FJFnCkPs8WPKvAYoBpdcT%2BWP5z9Ht0XPf7A2bBl01mCGoBMgBCYLlUbxqBou6SLkQnios08OyvW%2FwhX6RI7cHShg7LfWIsbrtLcWteWZOkDUECb%2F7srX6Y%2F1yhp--DzT0djWWS7GYbbRQ--PjbDyFjSQba7BLFuI8BarQ%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
          "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
        },
        "http_status": 422,
        "payload": {},
        "url": "https://github.com/zenml-io/mcp"
      },
      "latency_ms": 29.43,
      "status": "error"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "text/html; charset=utf-8",
          "set-cookie": "_gh_sess=gMBc55DVvYNCakfPOp2H8s8R9GZHBsejypA7dJlsSbAlZZoC0yoUv1K7gsxzJrV4rDxldYbEJBwfz6peJmrS4YkcPTrZKSGu5ZJT%2BmIpwzhA3kKfaf8XjS6cZXOpSi5Ge%2FaPKyiwUMBTACVP%2BGevPheVXxeTYC3duwyI9TvLdD0n6o%2Bw8z8EVeAyjGqW46%2BBi8A63TKRYZ3loS2fAUYcE%2BIReUFRH%2FgvR7yyju0bSOKoCGTTznOwNWyQ8F71GR2%2BOHn0%2FQSe5Fv7VAc%2Bfi6IKjW3v2LlUn7bTVfkWzcFBepkKw%2BV--ZJpTAz%2BcLGmMl4%2F%2B--eu6VH%2F1fCZzA06qn730q9A%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
          "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
        },
        "bad_protocol_payload": {},
        "bad_protocol_status_code": 422,
        "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": 20.73,
      "status": "error"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 422,
          "probe_status": "missing"
        }
      },
      "latency_ms": 22.24,
      "status": "missing"
    }
  },
  "failures": {
    "initialize": {
      "error": "Client error '422 Unprocessable Entity' for url 'https://github.com/zenml-io/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/422",
      "headers": {
        "content-type": "text/html; charset=utf-8",
        "set-cookie": "_gh_sess=bdl%2FLx7Cgn8ZI0j%2F83OxmtBWwn9vKNwlUAcLmi3YsOZr9Po02Y%2Fi5bFVSiPMuofVXE0NfoPCrW6vVjj%2BJugQ7T9CJwvZN%2FhKTlepcrPEuw%2FpgYkra1z8rxeylQ5Rza9wTD3hl4Ivb%2FQ%2BVOwwnt0tprVhx%2Bsh2lI0%2B0MvZJFTYxcz4WFyMzlsffbzbu%2F5d2gvgiAMrMKbY3kLZqgdWPlEWRZKKlabpCyMOMguA0sSzwxcCPsFjdU5ftLosMwSJ3O7%2BOehM64L5HKLZVskiPVkcYf6hDrRU3tBfOWNoVt%2BdS1rcBUv--UBWgsmja57zw8sVT--Q04ATno9QZmBwiaUoq2JPg%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
        "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
      },
      "http_status": 422,
      "payload": {},
      "url": "https://github.com/zenml-io/mcp"
    },
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 Not Found' for url 'https://github.com/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://github.com/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "server_card": {
      "error": "Client error '404 Not Found' for url 'https://github.com/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://github.com/.well-known/mcp/server-card.json"
    },
    "tools_list": {
      "error": "Client error '422 Unprocessable Entity' for url 'https://github.com/zenml-io/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/422",
      "headers": {
        "content-type": "text/html; charset=utf-8",
        "set-cookie": "_gh_sess=ixXtcQByiAbeU804z9iMQ8t%2FeIJHliOMC0r7YKoItj7%2BjLmkOX%2FEO%2FH%2FtGfLtYq89Qa3NvOzRE1KI%2BRNVAecTsMflVR2Ip301LGi7Eq7UC5%2BdBgUczUeFqpwpTIAEybrUPqfZgPRLT7lrMVpv5MCq65HQbbwraZQF2gdkkHeC0H3WKFqAmZwR%2FJFnCkPs8WPKvAYoBpdcT%2BWP5z9Ht0XPf7A2bBl01mCGoBMgBCYLlUbxqBou6SLkQnios08OyvW%2FwhX6RI7cHShg7LfWIsbrtLcWteWZOkDUECb%2F7srX6Y%2F1yhp--DzT0djWWS7GYbbRQ--PjbDyFjSQba7BLFuI8BarQ%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
        "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
      },
      "http_status": 422,
      "payload": {},
      "url": "https://github.com/zenml-io/mcp"
    },
    "transport_compliance_probe": {
      "bad_protocol_error": null,
      "bad_protocol_headers": {
        "content-type": "text/html; charset=utf-8",
        "set-cookie": "_gh_sess=gMBc55DVvYNCakfPOp2H8s8R9GZHBsejypA7dJlsSbAlZZoC0yoUv1K7gsxzJrV4rDxldYbEJBwfz6peJmrS4YkcPTrZKSGu5ZJT%2BmIpwzhA3kKfaf8XjS6cZXOpSi5Ge%2FaPKyiwUMBTACVP%2BGevPheVXxeTYC3duwyI9TvLdD0n6o%2Bw8z8EVeAyjGqW46%2BBi8A63TKRYZ3loS2fAUYcE%2BIReUFRH%2FgvR7yyju0bSOKoCGTTznOwNWyQ8F71GR2%2BOHn0%2FQSe5Fv7VAc%2Bfi6IKjW3v2LlUn7bTVfkWzcFBepkKw%2BV--ZJpTAz%2BcLGmMl4%2F%2B--eu6VH%2F1fCZzA06qn730q9A%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
        "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
      },
      "bad_protocol_payload": {},
      "bad_protocol_status_code": 422,
      "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://github.com/zenml-io/mcp",
  "server_card_payload": null,
  "server_identifier": "awesome-zenml-io/mcp-zenml"
}