Scholarly Research MCP Server

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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/aringadre76/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=YfGb5B2su88zZPyGQzpYbzEOM8AnNqRfyFfYTrhCI18x2IIoFM9CT2qFrEJNgYJ78cGAUOQBGBndBwjmW7D1A%2Ft9YBFqA7LGs%2BjHTQTvzl7FzmzrClMEus6b8n917wOlq2o1EhnkpiXLstshHEZtsbRu%2BcV2aCnbtvqTAFmaHqZPYGbCEWlJ%2BfxTllbKuVElgzWshtLXe6%2F23OHkH0iTemLXxU6yM1rrVSMzFRPC%2BilmFTynnSkZuO8sxchVWjsLnhWMpoBX0IxuPfEP5giHv4MWrpCmNwWSq1L0jNy3B%2BXg8FZb--OeMST2YcIlz83TUA--0Nf3svKHECaAWvrMRzBuIA%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
          "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
        },
        "http_status": 422,
        "payload": {},
        "url": "https://github.com/aringadre76/mcp"
      },
      "latency_ms": 49.32,
      "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": 30.33,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": false,
        "official_identifiers": [
          "ai.ai-akari/one-minute-akari",
          "ai.filtrix.mcp/filtrix-ai",
          "ai.findip/patent-search",
          "ai.finstat/finstat",
          "ai.artidrop/artidrop",
          "ai.agentutility/mcp-browser-workflow",
          "ai.fodda/brand-intelligence",
          "ai.afmr/discovery",
          "ai.boolsai/directory",
          "ai.agenticfabricationnetwork/ufp"
        ],
        "official_peer_count": 10,
        "registry_source": "glama_registry"
      },
      "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": 26.54,
      "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/aringadre76/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=r6T%2BSzF2lcpM0tWm80GlCg%2BxKONJZo%2BRPxUWBYyUR5iJBBbjTQTs9wl5i84LyOIW78ADhJmV%2BgPRT2g%2F%2FNbiJ2YCN4bwb%2BvmFsiQJuZ3baGPR52UF21HKcOxp39KuwZwCAQEgsi%2Fr6JnAsuEkgU5aC85F710KQrFCAOZSP900S669bzL4d6TZmxaykckXZ3YUrTwlAg7cNMF%2FioVahoNt0Uh7pr5mec1ady9AKXZM68%2Fvj2s6aZDVBWDmw82ASvmVDIy8%2BZ%2Fz3cGB7JAOnjt%2BmhXWQMWtm8J8wlt5XvTWW7vx5Of--og2AfANxTzxWNXaE--qR%2FjkoA1X%2BFF4XAl6J4%2FMw%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/aringadre76/mcp"
      },
      "latency_ms": 48.19,
      "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/aringadre76/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=coE8ELN2rEDzHIlZbYxbnQNLtJkyNamWW8K5jKCrqND9MLlxbcbA3PiJtJAV0IJpJOW9H9DRztgUWMP9PTjrl6PI4roHanhlqmurjLzsG37iyf2ODMeTir7B%2BU9k79ttEoqB%2FPIRoovieIUO3kiUGW8txJ4zet8B81lGeq0a3%2FUxfyg9ko0b9XZJ3SRRzZxzkP8hoFdPJllHEzdtoZAE9RmdN76rx38qu1BZeHJYeYtNXXm6mpll06DsyI4V3G9yz1cCdhZZjcAjt2Bb3esh6%2Fd%2FrBaIF6hpgmrT%2B5Z0HEFRncUi--7JeHkEdw3lK0o9Q7--1KJca4jvmYyotg%2Bmnja3fQ%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/aringadre76/mcp"
      },
      "latency_ms": 60.74,
      "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": 27.72,
      "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/aringadre76/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=D1EBsTJ1%2F35iU%2Byz1qtOInij8jWZacXpXkuapkoteWSfbl9PPioiDeN6RoZtqLR%2FE3coCkV7xDUQtdI6uPbay7qF6oBOYzoLbHWDUdTuXaeBsB4dfd1Ft975Id3FRw2fGs8k41lV77Y5m19yyn4ndvhtYZkIpb%2BdbW%2BjCteqFdpaFN0kHRRYma1MKpjPIv1wI78SoVzZpzgis8PvJc9ugtKNKP3mQopl7P7WiQv2%2BQzzz88SB1iWJ29b12HEJzH9Jb9Oqj2Um%2BzT2d07mTzKNI21TuLh3rC5JJXqsTfxv%2FG1p0ZP--QQu5Y4WlTq7lbJFk--onJ%2B%2BIs0I%2Bb1yisItydN4A%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
          "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
        },
        "http_status": 422,
        "payload": {},
        "url": "https://github.com/aringadre76/mcp"
      },
      "latency_ms": 50.68,
      "status": "error"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "text/html; charset=utf-8",
          "set-cookie": "_gh_sess=BkYsk7ssYJtblHYv4LRerQJSJ4UJfPmKUlj%2By7IA6Psb3b2mvMjbjBsEi%2BrHOYj1CjHAoFMvrQfZjDtDiAKnSVyIoitheeZd30J6TZmc6t%2FCYNt9Z6h9PcQivJc5PZOLP6UDr5hyqY0ue65ngWvf2Qb%2FSz90l8naQ3a0OgRmA4wSASbp9yMMDJEJjlvb753xitUleSbb%2F5RZolJyiInU9u3a9UdBVMst74Z8SuIQduYZX8uElUDtZaSbPjfKpdzpRhtH4oL5DovDv9cbS5sasJbLk61ieKDymsu3BvtJzD7ya9mp--8VBx2Bjqo34kRCyq--B%2FX7woMF7msOgBPWXiy0wQ%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": 31.78,
      "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": 27.84,
      "status": "missing"
    }
  },
  "failures": {
    "initialize": {
      "error": "Client error '422 Unprocessable Entity' for url 'https://github.com/aringadre76/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=YfGb5B2su88zZPyGQzpYbzEOM8AnNqRfyFfYTrhCI18x2IIoFM9CT2qFrEJNgYJ78cGAUOQBGBndBwjmW7D1A%2Ft9YBFqA7LGs%2BjHTQTvzl7FzmzrClMEus6b8n917wOlq2o1EhnkpiXLstshHEZtsbRu%2BcV2aCnbtvqTAFmaHqZPYGbCEWlJ%2BfxTllbKuVElgzWshtLXe6%2F23OHkH0iTemLXxU6yM1rrVSMzFRPC%2BilmFTynnSkZuO8sxchVWjsLnhWMpoBX0IxuPfEP5giHv4MWrpCmNwWSq1L0jNy3B%2BXg8FZb--OeMST2YcIlz83TUA--0Nf3svKHECaAWvrMRzBuIA%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
        "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
      },
      "http_status": 422,
      "payload": {},
      "url": "https://github.com/aringadre76/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/aringadre76/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=D1EBsTJ1%2F35iU%2Byz1qtOInij8jWZacXpXkuapkoteWSfbl9PPioiDeN6RoZtqLR%2FE3coCkV7xDUQtdI6uPbay7qF6oBOYzoLbHWDUdTuXaeBsB4dfd1Ft975Id3FRw2fGs8k41lV77Y5m19yyn4ndvhtYZkIpb%2BdbW%2BjCteqFdpaFN0kHRRYma1MKpjPIv1wI78SoVzZpzgis8PvJc9ugtKNKP3mQopl7P7WiQv2%2BQzzz88SB1iWJ29b12HEJzH9Jb9Oqj2Um%2BzT2d07mTzKNI21TuLh3rC5JJXqsTfxv%2FG1p0ZP--QQu5Y4WlTq7lbJFk--onJ%2B%2BIs0I%2Bb1yisItydN4A%3D%3D; path=/; secure; HttpOnly; SameSite=Lax",
        "strict-transport-security": "max-age=31536000; includeSubdomains; preload"
      },
      "http_status": 422,
      "payload": {},
      "url": "https://github.com/aringadre76/mcp"
    },
    "transport_compliance_probe": {
      "bad_protocol_error": null,
      "bad_protocol_headers": {
        "content-type": "text/html; charset=utf-8",
        "set-cookie": "_gh_sess=BkYsk7ssYJtblHYv4LRerQJSJ4UJfPmKUlj%2By7IA6Psb3b2mvMjbjBsEi%2BrHOYj1CjHAoFMvrQfZjDtDiAKnSVyIoitheeZd30J6TZmc6t%2FCYNt9Z6h9PcQivJc5PZOLP6UDr5hyqY0ue65ngWvf2Qb%2FSz90l8naQ3a0OgRmA4wSASbp9yMMDJEJjlvb753xitUleSbb%2F5RZolJyiInU9u3a9UdBVMst74Z8SuIQduYZX8uElUDtZaSbPjfKpdzpRhtH4oL5DovDv9cbS5sasJbLk61ieKDymsu3BvtJzD7ya9mp--8VBx2Bjqo34kRCyq--B%2FX7woMF7msOgBPWXiy0wQ%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/aringadre76/mcp",
  "server_card_payload": null,
  "server_identifier": "aringadre76/mcp-for-research"
}