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awesome-gaoshan0971/digeguigui

Gaoshan0971/digeguigui

Gaoshan0971/digeguigui Gaoshan0971/digeguigui](https://glama.ai/mcp/servers/Gaoshan0971/digeguigui) 🐍 📇 ☁️ 🏠 - Global reptile & exotic pet knowledge base. 633 species, AI identification, genetics calculator, 12-dimension care, health diagnosis, pricing, and blockchain provenance. Free tier: 9 tools, 10 req/min. MCP: https://api.digeguigui.com/mcp

JSON report • Policy • Badge metadata • History API • • Global feed

DECISION SUMMARY

Block For Production

Score

51.8

Top 99.6% of 275 scored public servers. Live-validated, non-Failing servers with at least one inspected tool, ranked on the same publicly displayed score shown on this page.

Confidence

High

Based on evidence completeness, recency, and validation density.

Evidence age

36m old

Freshness: fresh. Snapshot trustsnap_cbc9ffa01299b6f3.

Top risk drivers

Transport Compliance
OAUTH Interop
Least Privilege Scope

Recommended actions

Allow initialize to succeed consistently, or return a deterministic auth-required response with clear metadata.
Compare initialize responses between the latest two runs and restore the previous stable behavior.
Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.

Next action

revalidate, add safeguards, export policy

degraded live status + score below evaluation threshold

Compare alternatives Export policy Open report JSON Dispute this assessment

Observed Attention

No observed attention

No observed attention in the current 30-day window.

No segmented attention signals observed in the current window.

Bucketed signal based on recent segmented Verify telemetry. Crawler and evaluator activity is not treated as confirmed human demand.

Risk Compatibility Evidence Fix it Governance

Status

Degraded

Score

51.8

Transport

streamable-http

Tools

Ownership

Unclaimed

Claim, revalidate, or manage this server

DISPUTE THIS ASSESSMENT

Dispute this assessment

If any published claim about this server -- its score, a risk flag, a capability classification, or its taxonomy -- is factually wrong, tell us what evidence shows and we will review it. This does not require claiming or verifying ownership of the server first.

Verify responds to disputes within 5 business days and resolves them within 15.

Dispute history

No disputes filed for this server.

Risk

Security posture

Tools analyzed

High-risk tools

Destructive tools

Exec tools

Egress tools

Secret tools

Bulk-access tools

Risk distribution

low:10

Tool capability & risk inventory

Tool	Capabilities	Risk	Findings	Notes
`_get_api_key`	read	Low	none	No explicit safeguard hints detected.
`_key_info`	read	Low	none	No explicit safeguard hints detected.
`search_species`	read	Low	none	No explicit safeguard hints detected.
`get_species_profile`	read	Low	none	No explicit safeguard hints detected.
`identify_turtle`	undetermined	Low	none	No explicit safeguard hints detected.
`estimate_value`	undetermined	Low	none	No explicit safeguard hints detected.
`genetics_calculator`	undetermined	Low	none	No explicit safeguard hints detected.
`db_stats`	undetermined	Low	none	No explicit safeguard hints detected.
`search_by_traits`	read	Low	none	No explicit safeguard hints detected.
`health_check`	undetermined	Low	none	No explicit safeguard hints detected.

Write-action governance

Governance status

Safe to publish

✓

Auth boundary

oauth_or_auth_required

Blast radius

Low

High-risk tools

Confirmation signals

none

Safeguard count

Status detail: No unsafe write-action governance gaps detected on the latest validation.

Tool	Risk	Flags	Safeguards
No high-risk tools were detected on the latest run.

Action-controls diff

Snapshot changed

yes

Disabled-by-default candidates

none

Manual review candidates

none

New actions

Action	Risk	Flags
`_get_api_key`	Low	none
`_key_info`	Low	none
`db_stats`	Low	none
`estimate_value`	Low	none
`genetics_calculator`	Low	none
`get_species_profile`	Low	none
`health_check`	Low	none
`identify_turtle`	Low	none
`search_by_traits`	Low	none
`search_species`	Low	none

Changed actions

Action	Change types	Risk
No materially changed actions.

Critical alerts

Production verdicts degrade quickly when critical alerts are active.

Compatibility

Client compatibility verdicts

Client compatibility only means the server shape can work with a client. Production trust decision and write-action publishing are evaluated separately so a client-compatible server can still be blocked for production.

Client compatibility: ChatGPT

Partially client-compatible

Confidence: high (76.25)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • Auth Required
tools_list • OK
transport_compliance_probe • Error
step_up_auth_probe • Warning
connector_replay_probe • OK — Frozen tool snapshots must survive refresh.
request_association_probe • Missing — Roots, sampling, and elicitation should stay request-scoped.

Client compatibility: Claude

Client-compatible

Transport behavior should match Claude-compatible HTTP expectations.

Confidence: high (76.25)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • Auth Required
tools_list • OK
transport_compliance_probe • Error

Write-action publishing

Publishing allowed

Current write surface is bounded enough for cautious review with production policy controls.

Confidence: high (76.25)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history

Disagreements: none

action_safety_probe • OK

Snapshot churn risk

Medium

The live tool surface changed between recent validations.

Confidence: high (76.25)

Evidence provenance

Winner: history

Supporting sources: history, live_validation

Disagreements: none

tool_snapshot_probe • OK
connector_replay_probe • OK

Client compatibility gate details

ChatGPT custom connector

Partially client-compatible

Remediation checklist

OpenAI connectors expect OAuth for remote server auth.
Dynamic client registration materially improves connector setup.
Transport compliance should be in good shape.
OAuth interoperability should be strong.
OAuth is not configured, so this client cannot authenticate without additional setup.
Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk.

Claude remote MCP

Client-compatible

Remediation checklist

Transport behavior should match Claude-compatible HTTP expectations.
OAuth is not configured, so this client cannot authenticate without additional setup.
Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk.
Transport compliance issues should be resolved before wider client rollout.

Write-safe publishing

Ready

Remediation checklist

No explicit blockers recorded.

Verdict traces

Production verdict

Needs remediation

Current validation evidence shows operational or discovery gaps that should be fixed first.

Confidence: high (76.25)

Winning source: live_validation

Triggering alerts

server_degraded • medium • Latest validation is degraded
initialize_regressed • critical • Initialize flow regressed
tool_snapshot_changed • high • Tool snapshot changed

Client verdict trace table

Verdict	Status	Checks	Winning source	Conflicts
`openai_connectors`	Partially client-compatible	initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe	live_validation	none
`claude_desktop`	Client-compatible	initialize, tools_list, transport_compliance_probe	live_validation	none
`unsafe_for_write_actions`	Publishing allowed	action_safety_probe	live_validation	none
`snapshot_churn_risk`	Medium	tool_snapshot_probe, connector_replay_probe	history	none

Publishability policy profiles

ChatGPT custom connector compatibility

Compatible with review

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.; OAuth interoperability should be strong. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.

Search Fetch Only: Yes
Write Actions Present: No
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: Yes
Safe For Messages Api Remote Mcp: No

Claude remote MCP compatibility

Connector-compatible

Transport behavior should match Claude-compatible HTTP expectations. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.

Search Fetch Only: Yes
Write Actions Present: No
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: Yes
Safe For Messages Api Remote Mcp: No

Compatibility fixtures

ChatGPT custom connector fixture

Degraded

remote_http_endpoint: Passes
oauth_discovery: Degraded
frozen_tool_snapshot_refresh: Passes
request_association: Passes

Anthropic remote MCP fixture

Degraded

Transport behavior should match Claude-compatible HTTP expectations.

remote_transport: Passes
tool_discovery: Passes
auth_connect: Passes
safe_write_review: Passes

Recommended for

Claude Desktop

Claude Desktop is marked compatible with score 83.

Smithery

Smithery is marked compatible with score 80.

Generic Streamable HTTP

Generic Streamable HTTP is marked compatible with score 100.

Evidence

Current trust snapshot

Snapshot ID

trustsnap_cbc9ffa01299b6f3

Use this ID to compare server page, report, policy, MCP, homepage, ranking, and shortlist surfaces.

Snapshot generated

Aug 06, 2026 04:33:47 AM UTC

All page, report, policy, and MCP surfaces use this same server-detail snapshot shape.

Last validated

Aug 06, 2026 03:57:24 AM UTC

Age: 0.61h • evidence age tier: Verified in last 24h • display score: 51.78

Canonical machine links

Compare index

/compare.json

Compare API

/v1/compare?server=awesome-gaoshan0971%2Fdigeguigui

Trust summary

/v1/servers/awesome-gaoshan0971/digeguigui/trust-summary

Report JSON

/v1/servers/awesome-gaoshan0971/digeguigui/report

Policy export

/v1/servers/awesome-gaoshan0971/digeguigui/policy

Badge metadata

/v1/servers/awesome-gaoshan0971/digeguigui/badge

Ledger evidence

/v1/servers/awesome-gaoshan0971/digeguigui/ledger

Human compare URL

/compare?server=awesome-gaoshan0971%2Fdigeguigui

Evidence confidence

Confidence score

76.2

Based on 5 recent validations, 27 captured checks, and validation age of 0.6 hours.

Live checks captured

More direct checks increase trust in the current verdict.

Validation age

0.6h

Lower age means fresher evidence.

Latest validation evidence

Latest summary

Degraded

Validation profile

remote_mcp

Started

Aug 06, 2026 03:57:17 AM UTC

Latency

6325.7 ms

Failures

initialize Client error '401 Unauthorized' for url 'https://api.digeguigui.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
oauth_authorization_server no authorization server
oauth_protected_resource Client error '404 Not Found' for url 'https://api.digeguigui.com/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
openid_configuration no authorization server
server_card Client error '404 Not Found' for url 'https://api.digeguigui.com/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
transport_compliance_probe Issues: missing protocol header, bad protocol not rejected (bad protocol=200).

Checks

Check	Status	Latency	Evidence
`action_safety_probe`	OK	n/a	No high-risk write, destructive, or exec tools detected.
`advanced_capabilities_probe`	Warning	n/a	Only 2 capability signal(s): prompts, resources.
`connector_publishability_probe`	Warning	n/a	Publishability blockers: protocol version, transport compliance, server card, auth flow.
`connector_replay_probe`	OK	n/a	Backward compatible with no breaking tool-surface changes.
`determinism_probe`	OK	236.0 ms	Check completed
`initialize`	Auth Required	689.3 ms	Client error '401 Unauthorized' for url 'https://api.digeguigui.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
`interactive_flow_probe`	Missing	n/a	Check completed
`oauth_authorization_server`	Missing	n/a	no authorization server
`oauth_protected_resource`	Error	1196.5 ms	Client error '404 Not Found' for url 'https://api.digeguigui.com/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
`official_registry_probe`	Warning	n/a	Check completed
`openid_configuration`	Missing	n/a	no authorization server
`probe_noise_resilience`	OK	701.8 ms	Fetched https://api.digeguigui.com/robots.txt
`prompt_get`	Missing	n/a	not advertised
`prompts_list`	Auth Required	220.3 ms	Client error '401 Unauthorized' for url 'https://api.digeguigui.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
`protocol_version_probe`	Missing	n/a	No protocol version was advertised.
`provenance_divergence_probe`	Not_Assessed	n/a	Check completed
`request_association_probe`	Missing	n/a	No request-association capabilities were advertised.
`resource_read`	Missing	n/a	not advertised
`resources_list`	Auth Required	676.4 ms	Client error '401 Unauthorized' for url 'https://api.digeguigui.com/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401
`schema_divergence_probe`	Missing	n/a	no server card tools
`server_card`	Error	1208.1 ms	Client error '404 Not Found' for url 'https://api.digeguigui.com/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
`session_resume_probe`	Missing	n/a	no session id
`step_up_auth_probe`	Warning	n/a	No step-up challenge hints.
`tool_snapshot_probe`	OK	n/a	Check completed
`tools_list`	OK	673.1 ms	10 tool(s) exposed
`transport_compliance_probe`	Error	229.6 ms	Issues: missing protocol header, bad protocol not rejected (bad protocol=200).
`utility_coverage_probe`	OK	238.0 ms	No completions evidence; no pagination evidence; tasks auth required.

Raw evidence view

Show raw JSON evidence

{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": true,
        "confirmation_signals": [],
        "reason": null,
        "safeguard_count": 0,
        "summary": {
          "annotation_conflict_tools": 0,
          "bulk_access_tools": 0,
          "capability_distribution": {
            "read": 5,
            "undetermined": 5
          },
          "declared_non_read_only_tools": 0,
          "destructive_tools": 0,
          "egress_tools": 0,
          "exec_tools": 0,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 10,
            "medium": 0
          },
          "secret_tools": 0,
          "tool_count": 10
        }
      },
      "latency_ms": null,
      "status": "ok"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": true,
          "resource_links": false,
          "resources": true,
          "roots": false,
          "sampling": false,
          "structured_outputs": false
        },
        "enabled": [
          "prompts",
          "resources"
        ],
        "enabled_count": 2,
        "initialize_capability_keys": []
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "protocol_version",
          "transport_compliance",
          "server_card",
          "auth_flow"
        ],
        "criteria": {
          "action_safety": true,
          "auth_flow": false,
          "connector_replay": true,
          "initialize": true,
          "protocol_version": false,
          "remote_transport": true,
          "request_association": true,
          "server_card": false,
          "session_resume": true,
          "step_up_auth": true,
          "tool_surface": true,
          "tools_list": true,
          "transport_compliance": false
        },
        "high_risk_tools": 0,
        "tool_count": 10,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_replay_probe": {
      "details": {
        "added_tools": [],
        "additive_output_changes": [],
        "backward_compatible": true,
        "output_breaks": [],
        "removed_tools": [],
        "required_arg_breaks": [],
        "would_break_after_refresh": false
      },
      "latency_ms": null,
      "status": "ok"
    },
    "determinism_probe": {
      "details": {
        "attempts": 2,
        "baseline_signature": "c0786f4c05bca05bd6861ca3b0fd52dddff33275eb0de1f0e62a46ad02516339",
        "errors": [],
        "matches": 2,
        "stable_ratio": 1.0,
        "successful": 2
      },
      "latency_ms": 236.01,
      "status": "ok"
    },
    "initialize": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://api.digeguigui.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 401,
        "payload": {},
        "url": "https://api.digeguigui.com/mcp"
      },
      "latency_ms": 689.28,
      "status": "auth_required"
    },
    "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://api.digeguigui.com/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://api.digeguigui.com/.well-known/oauth-protected-resource"
      },
      "latency_ms": 1196.46,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": false,
        "official_identifiers": [
          "ai.ai-akari/one-minute-akari",
          "ai.dinglebear/runifi",
          "ai.nauro/nauro",
          "ai.autoblocks/contextlayer-mcp",
          "ai.rolli/mcp",
          "ai.pubfi/mcp",
          "ai.libers/libers-suite",
          "ai.magicinsights/insights",
          "ai.maguyva/maguyva",
          "ai.moxt/mcp-workspace"
        ],
        "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": "application/json; charset=utf-8"
        },
        "http_status": 404,
        "url": "https://api.digeguigui.com/robots.txt",
        "validation_disallowed": false
      },
      "latency_ms": 701.84,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "error": "Client error '401 Unauthorized' for url 'https://api.digeguigui.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 401,
        "payload": {},
        "reason": "auth_required",
        "url": "https://api.digeguigui.com/mcp"
      },
      "latency_ms": 220.32,
      "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"
    },
    "provenance_divergence_probe": {
      "details": {
        "compared_fields": [
          "title",
          "version",
          "homepage",
          "repository"
        ],
        "direct_official_match": false,
        "drift_fields": [],
        "metadata_document_count": 1,
        "readable_sources": [
          "registry"
        ],
        "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": "not_assessed"
    },
    "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://api.digeguigui.com/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401",
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 401,
        "payload": {},
        "reason": "auth_required",
        "url": "https://api.digeguigui.com/mcp"
      },
      "latency_ms": 676.43,
      "status": "auth_required"
    },
    "schema_divergence_probe": {
      "details": {
        "compared_dimensions": [
          "tool_membership",
          "parameter_names",
          "required_parameters",
          "parameter_types",
          "output_schema_presence"
        ],
        "compared_tool_count": 0,
        "reason": "no_server_card_tools"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "server_card": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://api.digeguigui.com/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://api.digeguigui.com/.well-known/mcp/server-card.json"
      },
      "latency_ms": 1208.12,
      "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": [
          "initialize",
          "prompts_list",
          "resources_list"
        ],
        "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": "warning"
    },
    "tool_snapshot_probe": {
      "details": {
        "added": [],
        "changed_outputs": [],
        "current_tool_count": 10,
        "previous_tool_count": 10,
        "removed": [],
        "similarity": 1.0
      },
      "latency_ms": null,
      "status": "ok"
    },
    "tools_list": {
      "details": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "id": 2,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "description": "\ud83d\udd11 \u514d\u8d39\u83b7\u53d6 API Key \u2014 POST https://api.digeguigui.com/api/mcp-keys/apply  body: {\"name\":\"my-agent\"}\u3002\u8fd4\u56de: {\"api_key\":\"dg-fre-xxx\",\"tier\":\"free\",\"rate_limit\":\"10\u6b21/\u5206\u949f\"}",
                "inputSchema": {
                  "properties": {
                    "name": {
                      "description": "Agent \u540d\u79f0/\u7528\u9014\uff0c\u81f3\u5c112\u5b57\u7b26",
                      "type": "string"
                    }
                  },
                  "required": [
                    "name"
                  ],
                  "type": "object"
                },
                "name": "_get_api_key"
              },
              {
                "description": "\ud83d\udccb \u67e5\u8be2 Key \u4fe1\u606f \u2014 GET https://api.digeguigui.com/api/mcp-keys/info  Header: x-api-key: <key>\u3002\u8fd4\u56de tier/rate_limit/\u53ef\u7528\u5de5\u5177/\u8fc7\u671f\u65f6\u95f4",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "_key_info"
              },
              {
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                },
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                "type": "object"
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            {
              "description": "\ud83d\udccb \u67e5\u8be2 Key \u4fe1\u606f \u2014 GET https://api.digeguigui.com/api/mcp-keys/info  Header: x-api-key: <key>\u3002\u8fd4\u56de tier/rate_limit/\u53ef\u7528\u5de5\u5177/\u8fc7\u671f\u65f6\u95f4",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "_key_info"
            },
            {
              "description": "\u641c\u7d22\u722c\u5ba0\u54c1\u79cd \u2014 \u652f\u6301\u4e2d\u6587\u540d/\u62c9\u4e01\u5b66\u540d/\u5708\u5185\u4fd7\u79f0(\u5982\"\u5c0f\u9752\"\"\u86cb\u9f9f\")/\u5206\u7ec4(\u5982\"\u86cb\u9f9f\"\"\u9646\u9f9f\")",
              "inputSchema": {
                "properties": {
                  "group": {
                    "description": "\u5708\u5185\u5206\u7ec4: \u86cb\u9f9f|\u9646\u9f9f|\u6c34\u9f9f|\u95ed\u58f3\u9f9f|\u4fa7\u9888\u9f9f|\u9cd6|\u7bb1\u9f9f|\u6d77\u9f9f",
                    "type": "string"
                  },
                  "limit": {
                    "default": 5,
                    "maximum": 5,
                    "type": "integer"
                  },
                  "q": {
                    "description": "\u641c\u7d22\u5173\u952e\u8bcd",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "search_species"
            },
            {
              "description": "\u83b7\u53d6\u54c1\u79cd\u5b8c\u6574\u6863\u6848: \u5206\u7c7b/\u9972\u517b\u53c2\u657012\u7ef4/\u56fd\u5185\u4ef7\u683c/\u522b\u540d/\u5206\u5e03/\u4fdd\u62a4\u7b49\u7ea7",
              "inputSchema": {
                "properties": {
                  "species_id": {
                    "description": "\u54c1\u79cdID",
                    "type": "integer"
                  }
                },
                "required": [
                  "species_id"
                ],
                "type": "object"
              },
              "name": "get_species_profile"
            },
            {
              "description": "\u62cd\u7167\u8bc6\u9f9f \u2014 \u4e0a\u4f20\u9f9f\u7c7b\u56fe\u7247base64\uff0cAI\u8bc6\u522b\u54c1\u79cd+\u7f6e\u4fe1\u5ea6\u3002\u7f6e\u4fe1\u5ea6\u226570%\u76f4\u63a5\u7ed9\u7ed3\u8bba",
              "inputSchema": {
                "properties": {
                  "image_base64": {
                    "description": "\u56fe\u7247base64\u7f16\u7801\u5b57\u7b26\u4e32",
                    "type": "string"
                  }
                },
                "required": [
                  "image_base64"
                ],
                "type": "object"
              },
              "name": "identify_turtle"
            },
            {
              "description": "\u4ef7\u503c\u9884\u4f30 \u2014 \u57fa\u7840\u4ef7+\u54c1\u7cfb\u57fa\u56e0\u6ea2\u4ef7\u00d7\u54c1\u7ea7\u7cfb\u6570",
              "inputSchema": {
                "properties": {
                  "genes": {
                    "description": "\u54c1\u7cfb\u57fa\u56e0\uff0c\u9017\u53f7\u5206\u9694\uff0c\u5982 albino,hypo",
                    "type": "string"
                  },
                  "grade": {
                    "description": "\u54c1\u7ea7: S|A+|A|A-|B+|B|C",
                    "type": "string"
                  },
                  "species_id": {
                    "description": "\u54c1\u79cdID",
                    "type": "integer"
                  }
                },
                "required": [
                  "species_id"
                ],
                "type": "object"
              },
              "name": "estimate_value"
            },
            {
              "description": "\ud83e\uddec Punnett\u57fa\u56e0\u8ba1\u7b97\u5668 \u2014 \u8f93\u5165\u4eb2\u672c\u57fa\u56e0\u578b\uff0c\u8f93\u51fa\u5b50\u4ee3\u6982\u7387\u8868\u3002\u652f\u6301\u663e/\u9690/\u5171\u663e/\u591a\u57fa\u56e0",
              "inputSchema": {
                "properties": {
                  "parent1": {
                    "description": "\u4eb2\u672c1\u57fa\u56e0\u578b\uff0c\u5982 \"het amel anery\" \u6216 \"pastel mojave\"",
                    "type": "string"
                  },
                  "parent2": {
                    "description": "\u4eb2\u672c2\u57fa\u56e0\u578b",
                    "type": "string"
                  },
                  "species": {
                    "description": "\u7269\u79cd\u540d(\u53ef\u9009)\uff0c\u7528\u4e8e\u52a0\u8f7d\u7269\u79cd\u57fa\u56e0\u5e93\u3002\u9ed8\u8ba4: \u7389\u7c73\u86c7",
                    "type": "string"
                  }
                },
                "required": [
                  "parent1",
                  "parent2"
                ],
                "type": "object"
              },
              "name": "genetics_calculator"
            },
            {
              "description": "\ud83d\udcca \u6570\u636e\u5e93\u5168\u666f\u7edf\u8ba1 \u2014 \u7269\u79cd/\u54c1\u7cfb/\u57fa\u56e0/\u4ef7\u683c/\u56fe\u7247\u8986\u76d6\u5ea6",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "db_stats"
            },
            {
              "description": "\ud83d\udd0d \u6309\u9972\u517b\u6761\u4ef6\u53cd\u67e5\u54c1\u79cd \u2014 \u5982\"\u65b0\u624b\u53cb\u597d+\u5c0f\u578b+\u6c34\u6816+25\u00b0C\u4ee5\u4e0b\"",
              "inputSchema": {
                "properties": {
                  "adult_size_cm": {
                    "description": "\u6210\u4f53\u6700\u5927\u5c3a\u5bf8cm",
                    "type": "integer"
                  },
                  "category": {
                    "description": "\u54c1\u7c7b: \u9f9f/\u86c7/\u8725\u8734/\u86d9/\u5b88\u5bab",
                    "type": "string"
                  },
                  "diet": {
                    "description": "\u98df\u6027\u5173\u952e\u8bcd: \u8089\u98df/\u6742\u98df/\u8349\u98df/\u6606\u866b",
                    "type": "string"
                  },
                  "difficulty": {
                    "description": "\u9972\u517b\u96be\u5ea6 1-5 (1=\u65b0\u624b) \u4e0a\u9650",
                    "type": "integer"
                  },
                  "lifespan_years": {
                    "description": "\u6700\u5c0f\u5bff\u547d\u5e74",
                    "type": "integer"
                  },
                  "limit": {
                    "default": 10,
                    "type": "integer"
                  },
                  "temp_max": {
                    "description": "\u6700\u9ad8\u8010\u53d7\u6e29\u5ea6\u00b0C",
                    "type": "number"
                  },
                  "temp_min": {
                    "description": "\u6700\u4f4e\u8010\u53d7\u6e29\u5ea6\u00b0C",
                    "type": "number"
                  }
                },
                "type": "object"
              },
              "name": "search_by_traits"
            },
            {
              "description": "\ud83e\ude7a \u75c7\u72b6\u8bca\u65ad \u2014 \u8f93\u5165\u75c7\u72b6\u63cf\u8ff0(\u5982\"\u6d6e\u6c34\u6b6a\u659c \u62d2\u98df\")\uff0c\u5339\u914d\u722c\u5ba0\u5e38\u89c1\u75c5\u75c7\uff0c\u8fd4\u56de\u75c5\u56e0+\u6cbb\u7597\u65b9\u6848+\u9884\u9632\u5efa\u8bae\u3002\u8986\u76d6\u9f9f/\u86c7/\u8725\u8734/\u86d9\u5e38\u89c1\u75c5",
              "inputSchema": {
                "properties": {
                  "category": {
                    "description": "\u9650\u5236\u54c1\u7c7b: \u9f9f/\u86c7/\u8725\u8734/\u86d9/\u5b88\u5bab (\u53ef\u9009)",
                    "type": "string"
                  },
                  "symptoms": {
                    "description": "\u75c7\u72b6\u63cf\u8ff0\uff0c\u5982 \"\u58f3\u8f6f \u4e0d\u7231\u52a8\" \u6216 \"\u6d6e\u6c34\u6b6a\u659c,\u62d2\u98df\"",
                    "type": "string"
                  }
                },
                "required": [
                  "symptoms"
                ],
                "type": "object"
              },
              "name": "health_check"
            }
          ]
        }
      },
      "bad_protocol_status_code": 200,
      "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://api.digeguigui.com/mcp",
  "server_card_payload": null,
  "server_identifier": "awesome-gaoshan0971/digeguigui"
}

Known versions

No versions recorded.

Validation history

7 day score delta

n/a

30 day score delta

n/a

Recent healthy ratio

Freshness

0.6h

Timestamp	Status	Score	Latency	Tools
Aug 06, 2026 03:57:24 AM UTC	Degraded	51.8	6325.7 ms	10
Aug 05, 2026 11:09:49 PM UTC	Degraded	31.3	6248.5 ms	0
Aug 05, 2026 11:09:49 PM UTC	Degraded	31.3	6248.5 ms	0
Aug 05, 2026 07:09:33 PM UTC	Degraded	35.3	7862.2 ms	0
Jul 31, 2026 06:29:55 AM UTC	Degraded	33.6	10180.5 ms	0

Validation timeline

Validated	Summary	Score	Protocol	Auth mode	Tools	Changes
Aug 06, 2026 03:57:24 AM UTC	Degraded	51.8	unknown	unknown	10	tool_snapshot_changed
Aug 05, 2026 11:09:49 PM UTC	Degraded	31.3	unknown	unknown	0	none
Aug 05, 2026 11:09:49 PM UTC	Degraded	31.3	unknown	unknown	0	none
Aug 05, 2026 07:09:33 PM UTC	Degraded	35.3	unknown	unknown	0	none
Jul 31, 2026 06:29:55 AM UTC	Degraded	33.6	unknown	unknown	0	none

Recent validation runs

Recent validation runs for this MCP server
Started	Status	Summary	Latency	Checks
Aug 06, 2026 03:57:17 AM UTC	Completed	Degraded	6325.7 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Aug 05, 2026 11:09:43 PM UTC	Completed	Degraded	6248.5 ms
Aug 05, 2026 11:09:43 PM UTC	Completed	Degraded	6248.5 ms
Aug 05, 2026 07:09:25 PM UTC	Completed	Degraded	7862.2 ms
Jul 31, 2026 06:29:45 AM UTC	Completed	Degraded	10180.5 ms

Public server reputation

Validation success 7d

0.0

Validation success 30d

0.0

Mean time to recover

n/a

Breaking diffs 30d

Registry drift frequency 30d

Snapshot changes 30d

Incident & change feed

Timestamp	Event	Details
Aug 05, 2026 10:58:26 AM UTC	Score corrected (post-1.0.503 remediation, R1 zero-anchoring)	Prior: 56.06. Corrected: 53.58.
Aug 06, 2026 03:57:24 AM UTC	Latest validation: degraded	Score 51.8 with status degraded.
Aug 06, 2026 03:57:24 AM UTC	Score changed	Score delta +20.5 versus the previous run.
Aug 06, 2026 03:57:24 AM UTC	Tool snapshot changed	Added 10, removed 0, and changed 0 tool contracts.
Aug 05, 2026 11:09:49 PM UTC	Score changed	Score delta -4.0 versus the previous run.

Capabilities

OAuth: ✕
DCR/CIMD: ✕
Prompts: ✕
Homepage: https://github.com/Gaoshan0971/digeguigui
Docs: https://github.com/Gaoshan0971/digeguigui
Support: https://github.com/Gaoshan0971/digeguigui
Icon: none
Remote endpoint: https://api.digeguigui.com/mcp
Server card: none

Use-case taxonomy

development search web files

Benchmark tasks

Benchmark task	Status	Evidence
Discover tools	Passes	`initialize` • Auth Required `tools_list` • OK
Read-only fetch flow	Degraded	`resource_read` • Missing `read_only_tool_surface` • OK
OAuth-required connect	Degraded	`oauth_protected_resource` • Error `step_up_auth_probe` • Warning
Safe write flow with confirmation	Passes	`action_safety_probe` • OK

Utility coverage

Probe status

Completions

not detected

Completion probe target: none

Pagination

not detected

No nextCursor evidence.

Tasks

Auth Required

Advertised: no

Transport compliance drilldown

Probe status

Error

Transport

streamable-http

Session header

Protocol header

Bad protocol response

200

DELETE teardown

n/a

Expired session retry

n/a

Last-Event-ID visible

Issues: missing_protocol_header, bad_protocol_not_rejected

Request association

Status

Missing

Advertised capabilities

none

Observed idle methods

none

Violating methods

none

Probe HTTP status

n/a

Issues

none

Connector replay

Status

Backward compatible

✓

Would break after refresh

Added tools

none

Removed tools

none

Additive output changes

none

Required-argument replay breaks

Tool	Added required args	Removed required args
No required-argument replay breaks detected.

Output-schema replay breaks

Tool	Removed properties	Added properties
No output-schema replay breaks detected.

Tool snapshot diff & changelog

Snapshot changed

yes

Added tools

_get_api_key _key_info db_stats estimate_value genetics_calculator get_species_profile health_check identify_turtle search_by_traits search_species

Removed tools

none

Required-argument changes

Tool	Added required args	Removed required args
No required-argument changes detected.

Output-schema drift

Tool	Previous properties	Latest properties
No output-schema drift detected.

Validation diff

Score delta

20.46

Summary changed

Tool delta

Prompt delta

Auth mode changed

Write surface expanded

Protocol regressed

Registry drift changed

Regressed checks: initialize, oauth_protected_resource, prompts_list, provenance_divergence_probe, resources_list, server_card, transport_compliance_probe

Improved checks: action_safety_probe, connector_replay_probe, determinism_probe, probe_noise_resilience, tool_snapshot_probe, tools_list, utility_coverage_probe

Newly assessed dimensions: none

No longer assessed dimensions: interactive_flow_safety_score, provenance_divergence_score, request_association_score

Component	Previous	Latest	Delta
`freshness_confidence_score`	3.0	4.0	1.0
`installability_score`	2.0	3.0	1.0
`maintenance_signal_score`	1.0	2.0	1.0
`oauth_interop_score`	1.0	0.0	-1.0

Registry & provenance divergence

Probe status

Not_Assessed

Direct official match

Drift fields

none

Field	Registry	Live server card
Title	n/a	n/a
Version	n/a	n/a
Homepage	n/a	n/a

Active alerts

Latest validation is degraded (medium)
The server is reachable but at least one important behavior regressed.
Initialize flow regressed (critical)
A client-visible initialize behavior changed for the worse.
Tool snapshot changed (high)
Tools were added, removed, or materially changed between the latest two validations.

Aliases & registry graph

Identifier	Source	Canonical	Score
`awesome-gaoshan0971/digeguigui`	awesome_mcp_servers	yes	51.8
`Gaoshan0971/digeguigui`	glama_registry	no	0

Alias consolidation

Canonical identifier

awesome-gaoshan0971/digeguigui

Duplicate aliases

Registry sources

awesome_mcp_servers glama_registry

Remote URLs

https://api.digeguigui.com/mcp

https://glama.ai/mcp/servers/z8me3t23s6

Homepages

https://github.com/Gaoshan0971/digeguigui

https://glama.ai/mcp/servers/z8me3t23s6

Source disagreements

Field	What differs	Observed values
Registry source	Multiple registries or registry sync paths claim this same canonical server.	awesome_mcp_servers glama_registry
Remote URL	Aliases currently point at different MCP endpoints, which can indicate mirrors, stale registry data, or a real endpoint split.	https://api.digeguigui.com/mcp https://glama.ai/mcp/servers/z8me3t23s6
Homepage	Registry entries disagree on the primary homepage for this server.	https://github.com/Gaoshan0971/digeguigui https://glama.ai/mcp/servers/z8me3t23s6
Registry identifier	Different registry-specific identifiers resolve to the same canonical server record here.	awesome_mcp_servers:Gaoshan0971/digeguigui glama_registry:z8me3t23s6

Fix it

Why this score?

Access & Protocol

18/44

Connectivity, auth, and transport expectations for common clients.

Interface Quality

34/56

How well the tool/resource interface communicates and behaves under automation.

Security Posture

24/36

How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.

Reliability & Trust

19/24

Operational stability, consistency, and trustworthiness over time.

Discovery & Governance

11/28

How well the server is documented, listed, and governed in public registries.

Adoption & Market

4/8

Adoption clues and public evidence that the server is intended for external use.

Algorithmic score breakdown

Auth Operability

1/4

Measures whether auth discovery and protected access behave predictably for clients.

Error Contract Quality

1/4

Grades machine-readable error structure, status alignment, and remediation hints.

Rate-Limit Semantics

2/4

Checks whether quota/throttle responses are deterministic and automation-friendly.

Schema Completeness

2/4

Completeness of tool descriptions, parameter docs, examples, and schema shape.

Backward Compatibility

4/4

Stability score across tool schema/name drift relative to prior validations.

SLO Health

3/4

Availability, latency, and burst-failure profile across recent validation history.

Security Hygiene

2/4

HTTPS posture, endpoint hygiene, and response-surface hardening checks.

Task Success

3/4

Can an agent reliably initialize, enumerate tools, and execute core MCP flows?

Trust Confidence

2/4

Confidence-adjusted reliability score that penalizes low evidence volume.

Abuse/Noise Resilience

3/4

How well the server preserves core behavior in the presence of noisy traffic patterns.

Prompt Contract

2/4

Quality of prompt metadata, argument shape, and prompt discoverability for clients.

Resource Contract

2/4

How completely resources and resource templates describe URIs, types, and usage shape.

Discovery Metadata

2/4

Homepage, docs, icon, repository, support, and license coverage for directory consumers.

Registry Consistency

2/4

Agreement between stored registry metadata, live server-card data, and current validation output.

Installability

3/4

How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.

Session Semantics

3/4

Determinism and state behavior across repeated MCP calls, including sticky-session surprises.

Tool Surface Design

3/4

Naming clarity, schema ergonomics, and parameter complexity across the tool surface.

Result Shape Stability

3/4

Stability of declared output schemas across validations, with penalties for drift or missing shapes.

OAuth Interop

0/4

Depth and client compatibility of OAuth/OIDC metadata beyond the minimal protected-resource check.

Recovery Semantics

1/4

Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.

Maintenance Signal

2/4

Versioning, update recency, and historical validation cadence that indicate active stewardship.

Adoption Signal

2/4

Directory presence and distribution clues that suggest the server is intended for external use.

Freshness Confidence

4/4

Confidence that recent validations are current enough and dense enough to trust operationally.

Transport Fidelity

4/4

Whether declared transport metadata matches the observed endpoint behavior and response formats.

Spec Recency

2/4

How close the server’s claimed MCP protocol version is to the latest known public revision.

Session Resume

3/4

Whether Streamable HTTP session identifiers and resumed requests behave cleanly for real clients.

Step-Up Auth

2/4

Whether OAuth metadata and WWW-Authenticate challenges support granular, incremental consent instead of broad upfront scopes.

Transport Compliance

0/4

Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.

Utility Coverage

1/4

Signals support for completions, pagination, and task-oriented utility surfaces that larger clients increasingly expect.

Advanced Capability Coverage

1/4

Coverage of newer MCP surfaces like roots, sampling, elicitation, structured output, and related metadata.

Connector Publishability

2/4

How ready the server looks for client catalogs and managed connector programs.

Tool Snapshot Churn

4/4

Stability of the tool surface across recent validations, including add/remove and output-shape drift.

Connector Replay

4/4

Whether a previously published frozen connector snapshot would remain backward compatible after the latest tool refresh.

Action Safety

3/4

Risk-weighted view of destructive, exec, egress, and confirmation semantics across the tool surface.

Official Registry Presence

3/4

Whether the server appears directly or indirectly in the official MCP registry.

Safety Transparency

2/4

Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.

Tool Capability Clarity

4/4

How clearly the tool surface communicates whether each action reads, writes, deletes, executes, or exports data.

Destructive Operation Safety

3/4

Penalizes delete/revoke/destroy style tools unless auth and safeguards reduce blast radius.

Egress / SSRF Resilience

3/4

Assesses arbitrary URL fetch, crawl, webhook, and remote-request exposure on the tool surface.

Execution / Sandbox Safety

4/4

Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.

Data Exfiltration Resilience

3/4

Assesses export, dump, backup, and bulk-read behavior against the surrounding auth and safeguard signals.

Least Privilege Scope

0/4

Rewards scoped auth metadata and penalizes broad or missing scopes around privileged tools.

Secret Handling Hygiene

3/4

Assesses secret-bearing tools, token leakage risk, and whether the public surface avoids obvious secret exposure.

Supply Chain Signal

0/4

Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.

Input Sanitization Safety

3/4

Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.

Tool Namespace Clarity

4/4

Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.

Actionable remediation

Severity	Remediation	Why it matters	Recommended action
Critical	Make initialize deterministic and client-friendly	If initialize fails or requires undocumented auth, many MCP clients cannot connect.	Allow initialize to succeed consistently, or return a deterministic auth-required response with clear metadata. Playbook Allow `initialize` to succeed unauthenticated when possible. If auth is required, return a deterministic auth-required response and matching metadata. Retest against `https://api.digeguigui.com/mcp` from a clean client session.
Critical	Respond to initialize flow regressed	A client-visible initialize behavior changed for the worse.	Compare initialize responses between the latest two runs and restore the previous stable behavior.
High	Align session and protocol behavior with Streamable HTTP expectations	Clients increasingly rely on MCP-Protocol-Version, session teardown, and expired-session semantics.	Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec. Playbook Return `Mcp-Session-Id` and `Mcp-Protocol-Version` headers consistently on streamable HTTP responses. Honor `DELETE` session teardown and return `404` when a deleted session is reused. Reject invalid protocol-version headers with `400 Bad Request`.
High	Associate roots, sampling, and elicitation with active client requests	Modern MCP guidance expects roots, sampling, and elicitation traffic to be tied to an active client request instead of arriving unsolicited on idle sessions.	Only send roots/list, sampling/createMessage, or elicitation/create requests while handling an active client-initiated request, never on idle sessions. Playbook Only send `roots/list`, `sampling/createMessage`, or `elicitation/create` requests while handling an active client-initiated request. Avoid emitting these requests on idle or newly-initialized sessions with no pending client request. Revalidate and confirm `request_association_probe` no longer returns `missing` or `warning`.
High	Expose /.well-known/oauth-protected-resource	Without a protected-resource document, OAuth clients cannot discover auth requirements reliably.	Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata. Playbook Serve `/.well-known/oauth-protected-resource` from the same host as the MCP endpoint. Point it at the authorization server metadata URL. Confirm clients receive consistent auth hints before tool execution.
High	Publish OAuth authorization-server metadata	Clients need authorization-server metadata to discover issuer, endpoints, and DCR support.	Publish /.well-known/oauth-authorization-server from your issuer and include registration_endpoint when supported. Playbook Publish `/.well-known/oauth-authorization-server` from the issuer. Add `registration_endpoint` if DCR is supported. Verify issuer, authorization, token, and jwks metadata are all reachable.
High	Publish a complete server card	Missing or incomplete server-card metadata weakens discovery, documentation, and trust signals.	Serve /.well-known/mcp/server-card.json and include tools, prompts/resources, homepage, and support links. Playbook Publish `/.well-known/mcp/server-card.json`. Include homepage, repository, support, tools, prompts/resources, and auth metadata. Revalidate the server after publishing the card.
High	Respond to tool snapshot changed	Tools were added, removed, or materially changed between the latest two validations.	Publish a first-class changelog for tool additions, removals, and breaking schema changes. Playbook Review the tool snapshot diff for adds, removals, required-arg changes, and output-schema drift. Publish a changelog before managed connector clients refresh their frozen tool snapshots. Revalidate after the changelog and connector metadata are in sync.
High	Stop asking users to paste secrets directly	Public MCP servers should prefer OAuth or browser-based auth guidance over in-band secret collection.
High	Sync the published server card's tool schemas with the live tool surface	The server card and live tools/list disagree on parameter names, required sets, or types -- clients that trust the published card will construct invalid calls.	Regenerate the published server card from the live tool schemas (or vice versa) so parameter names, required sets, and types match exactly. Playbook Diff the published `/.well-known/mcp/server-card.json` tool schemas against a live `tools/list` response. Fix parameter name mismatches, required-set mismatches, and type mismatches per tool. Regenerate or hand-sync the server card whenever the live tool schemas change -- treat drift as a release blocker, not a documentation nit.
Medium	Adopt a current MCP protocol revision	Older protocol revisions reduce compatibility with newer clients and registry programs.	Advertise a current MCP protocol revision (2025-06-18 or later) in both the initialize response and the MCP-Protocol-Version header. Playbook Update the server's advertised protocol version to a current MCP revision (2025-06-18 or later). Return the negotiated version consistently in both the `initialize` response and the `MCP-Protocol-Version` header. Revalidate and confirm `protocol_version_probe` reports `ok`.
Medium	Close connector-publishing gaps	Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability.
Medium	Document minimal scopes and return cleaner auth challenges	Modern clients expect granular scopes and step-up auth signals such as WWW-Authenticate scope hints.	Return granular scopes and WWW-Authenticate challenge hints instead of forcing overly broad auth upfront. Playbook Advertise the narrowest viable scopes in OAuth metadata. Return `WWW-Authenticate` challenges with scope or insufficient-scope hints when additional consent is needed. Revalidate with both public discovery and auth-required flows.
Medium	Publish OpenID configuration	OIDC metadata improves token validation and client compatibility.	Expose /.well-known/openid-configuration with issuer, jwks_uri, and supported grants. Playbook Serve `/.well-known/openid-configuration` with `issuer`, `jwks_uri`, `authorization_endpoint`, and `token_endpoint`. List supported grant types in `grant_types_supported` and scopes in `scopes_supported`. Revalidate and confirm the `openid_configuration` check returns `ok`.
Medium	Raise Adoption & Market score	Adoption clues and public evidence that the server is intended for external use.	Increase external documentation and directory coverage so users can discover and evaluate the server.
Medium	Reconcile registry, server-card, and repository metadata	Directory trust falls quickly when official registry fields drift from the live server card or public repo metadata.
Medium	Repair prompts/list or stop advertising prompts	Prompt metadata should either work live or be removed from the advertised capability set.	Only advertise prompts if prompts/list works and prompt arguments are documented. Playbook Only advertise prompts that are actually accessible. Add prompt descriptions and argument docs. Run a live `prompts/list` check after any prompt changes.
Medium	Repair resources/list or stop advertising resources	Resource metadata should either work live or be removed from the advertised capability set.	Only advertise resources if resources/list works and resources expose stable URIs/types. Playbook Only advertise resources with stable URIs and read semantics. Add MIME/type hints where possible. Run a live `resources/list` and `resources/read` check after updates.
Medium	Respond to latest validation is degraded	The server is reachable but at least one important behavior regressed.	Resolve the regressed checks and review the latest validation diff.
Medium	Support resumable HTTP sessions cleanly	Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports.	Persist session state keyed by Mcp-Session-Id and honor Last-Event-ID on GET reconnects so clients can resume a dropped Streamable HTTP session. Playbook Persist session state keyed by `Mcp-Session-Id` so a client can reconnect after a dropped connection. Honor `Last-Event-ID` on GET reconnects to replay missed SSE events instead of erroring. Revalidate and confirm `session_resume_probe` no longer returns `warning`.
Low	Publish newer MCP capability signals	Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking.	Advertise only the advanced capabilities (roots, sampling, elicitation) you have actually implemented end to end in the initialize capabilities object. Playbook Add the capabilities you actually support (`roots`, `sampling`, `elicitation`) to the `capabilities` object returned from `initialize`. Only advertise a capability once the corresponding request/response flow is implemented end to end. Revalidate and confirm `advanced_capabilities_probe` reflects the updated capability set.
Low	Publish or reconcile the server in the official MCP registry	Official registry presence improves discovery confidence and cross-source consistency.

Point loss breakdown

Component	Current	Points missing
Transport Compliance	0/4	-4.0
OAUTH Interop	0/4	-4.0
Least Privilege Scope	0/4	-4.0
Dependency Supply Chain Signal	0/4	-4.0
Utility Coverage	1/4	-3.0
Recovery Semantics	1/4	-3.0
Error Contract	1/4	-3.0
Auth Operability	1/4	-3.0
Advanced Capability Coverage	1/4	-3.0
Trust Confidence	2/4	-2.0
Step Up Auth	2/4	-2.0
Spec Recency	2/4	-2.0

Compatibility profiles

OpenAI Connectors

55.6

partial

Connector URL: https://api.digeguigui.com/mcp
# No OAuth metadata detected.
# Server: awesome-gaoshan0971/digeguigui

Claude Desktop

83.3

compatible

Transport behavior should match Claude-compatible HTTP expectations.

{
  "mcpServers": {
    "digeguigui": {
      "command": "npx",
      "args": ["mcp-remote", "https://api.digeguigui.com/mcp"]
    }
  }
}

Smithery

80.0

compatible

Machine-readable failure semantics should be present.

smithery mcp add "https://api.digeguigui.com/mcp"

Generic Streamable HTTP

100.0

compatible

No major blockers detected.

curl -sS https://api.digeguigui.com/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Governance

MCP TrustOps

TrustOps turns this report into operational controls: freshness SLAs, authenticated validation, semantic benchmarks, policy exports, alert subscriptions, badges, cost/compliance metadata, and runtime routing. Fresh trusted index decisions stay separate from long-tail inventory so stale scores do not masquerade as current evidence.

Evidence age tier

Verified in last 24h

Policy SLA (contractual, distinct from the public 24h freshness window): 168.0h • confidence-weighted score (display score discounted for evidence age and confidence -- an internal TrustOps input, not the public score): 39.5 • evidence too old to display: ✕

Policy exports

Export policy

Formats: json, rego, yaml, github_action, gateway_config, client_report

Runtime routing

/v1/decide

Returns allowed tools, blocked tools, approval requirement, and reason.

Hosted runtime

Verify Hosted MCP

Deploy trusted servers from GitHub with secrets, egress controls, releases, rollback, and audit events.

Authenticated validation

Premium publisher feature: paid authenticated runs verify scopes, write-action safeguards, and authorized tool execution.

Active trust badges

Freshly Validated Write-Safe Claude Remote MCP Compatible No Critical Risk

Semantic benchmarks

available

Templates cover GitHub, database, healthcare, web search, and CRM least-privilege jobs.

Supply chain

metadata signal

Deep scan checks are marked separately from public metadata signals.

Compliance metadata

Terms, privacy, SOC 2, HIPAA, GDPR, retention, deletion, and audit-log fields are tracked as enterprise metadata.

Alert subscription types

Status changes Score drops or recovers Freshness SLA breach Validation schema drift OAuth or auth behavior changes Tool surface changes New or changed write tool Supply-chain signal changes Legal or compliance metadata changes

MCP Runtime hosting

Verify Hosted MCP turns a trusted server report into a managed remote MCP endpoint with GitHub deployment provenance, sandbox policy, encrypted secrets, release history, rollback, and audit/usage events.

Activation readiness

Trusted hosted runtimes require fresh validation, a passing server state, a remote endpoint, and a minimum score.

Minimum tier

TrustOps

Publisher claim plus paid TrustOps tier are required before secrets or releases can be created.

Hosted endpoint

/hosted/{namespace}/{name}/mcp

The endpoint enforces egress allowlists and records audit/usage events.

Blockers

score_below_hosting_threshold

Deployment	Status	Endpoint	Release
No hosted runtime deployments yet.

Authenticated validation sessions

Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.

Latest profile

remote_mcp

Authenticated session used

Public score isolation

✓

Preview endpoint

/v1/verify

CI preview endpoint

/v1/ci/preview

Install snippets

Openai Connectors

Connector URL: https://api.digeguigui.com/mcp
# No OAuth metadata detected.
# Server: awesome-gaoshan0971/digeguigui

Claude Desktop

{
  "mcpServers": {
    "digeguigui": {
      "command": "npx",
      "args": ["mcp-remote", "https://api.digeguigui.com/mcp"]
    }
  }
}

Smithery

smithery mcp add "https://api.digeguigui.com/mcp"

Generic Http

curl -sS https://api.digeguigui.com/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Agent access & tool surface

Live server tools

_get_api_key _key_info search_species get_species_profile identify_turtle estimate_value genetics_calculator db_stats

Observed from the latest live validation against https://api.digeguigui.com/mcp. This is the target server surface, not Verify's own inspection tools.

Live capability counts

10 tools • 0 prompts • 0 resources

Counts come from the latest tools/list, prompts/list, and resources/list checks.

Inspect with Verify

search fetch search_servers recommend_servers get_server_report compare_servers

Use Verify itself to search, recommend, compare, and fetch the full report for awesome-gaoshan0971/digeguigui.

Direct machine links

JSON report • Compare this server • Verify MCP API