{
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  "resource": {
    "id": "RES_D447004EBE71",
    "resource_type": "mcp_server",
    "canonical_url": "https://registry.modelcontextprotocol.io/v0.1/servers/agency.goji%2Fgoji/versions/1.0.1",
    "name": "goji",
    "summary_en": "Answers on AEO, SEO, web and brand from GOJI's published material. Melbourne, Australia.",
    "summary_zh": "基于GOJI已发布材料，回答关于AEO、SEO、网站和品牌的问题。位于澳大利亚墨尔本。",
    "description_en": "This MCP server provides answers and information based on GOJI's published material, covering topics such as AEO (Answer Engine Optimization), SEO, web design, and branding. It is operated by GOJI, an agency based in Melbourne, Australia. The server exposes tools for searching GOJI's content, explaining terms, browsing a glossary, retrieving service details, answering FAQs, reading guides, and sending enquiries.",
    "description_zh": "该MCP服务器基于GOJI已发布的材料提供答案和信息，涵盖AEO（答案引擎优化）、SEO、网站设计和品牌等主题。它由位于澳大利亚墨尔本的机构GOJI运营。服务器提供工具，用于搜索GOJI的内容、解释术语、浏览术语表、获取服务详情、回答常见问题、阅读指南以及发送咨询。",
    "provider_name": "agency.goji",
    "homepage_url": "https://goji.agency/",
    "endpoint_url": "https://mcp.goji.agency/mcp",
    "source_url": "https://github.com/goji-agency/goji-mcp",
    "icon_url": null,
    "cover_image_url": null,
    "capabilities": [
      "content.search",
      "content.explain",
      "content.browse",
      "content.retrieve",
      "communication.enquiry"
    ],
    "categories": [
      "research",
      "communication"
    ],
    "industries": [
      "general"
    ],
    "protocols": [
      "mcp"
    ],
    "auth": {
      "type": "unknown"
    },
    "pricing": {
      "model": "unknown"
    },
    "input_schema": {},
    "output_schema": {},
    "metadata": {
      "content_language": "en",
      "translation_status": "original-only",
      "official_registry": {
        "version": "1.0.1",
        "packages": [],
        "remotes": []
      },
      "review_gate": {
        "passed": true,
        "reasons": [],
        "policy_version": "review-gate-v1",
        "evaluated_at": "2026-09-03T05:53:12.211Z"
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    "latest_version": "1.0.1",
    "status": "listed",
    "health_status": "healthy",
    "source_kind": "imported",
    "source_agent": "registry.modelcontextprotocol.io",
    "trust": {
      "signal": "none",
      "reason": "No suspicious or malicious evidence found.",
      "signals": {
        "yellow": 0,
        "red": 0
      }
    },
    "review_summary": {
      "method_version": "capability-evidence-v2",
      "capability_definition": "strong",
      "contract_completeness": "strong",
      "access_friction": "low",
      "operational_transparency": "partial",
      "evidence_strength": "protocol_inspected",
      "use_readiness": "guided_use",
      "reviewed_at": "2026-09-03T05:53:13.109Z"
    },
    "experience_count": 0,
    "verified_experience_count": 0,
    "usage_count": 0,
    "success_rate": null,
    "first_seen_at": "2026-09-03T02:49:22.461Z",
    "last_seen_at": "2026-09-03T05:53:12.435Z",
    "published_at": "2026-09-03T05:53:12.435Z",
    "created_at": "2026-09-03T02:49:22.461Z",
    "updated_at": "2026-09-03T05:53:13.109Z",
    "api_url": "https://aiworkshub.io/api/v1/resources/RES_D447004EBE71",
    "reviews_url": "https://aiworkshub.io/api/v1/resources/RES_D447004EBE71/reviews",
    "public_url": "https://aiworkshub.io/resources/RES_D447004EBE71",
    "distribution": {
      "canonical_identity": "https://registry.modelcontextprotocol.io/v0.1/servers/agency.goji%2Fgoji/versions/1.0.1",
      "syndicatable": true,
      "origins": [
        {
          "registry_url": "https://registry.modelcontextprotocol.io/",
          "upstream_resource_id": "agency.goji/goji@1.0.1",
          "upstream_record_url": "https://registry.modelcontextprotocol.io/v0.1/servers/agency.goji%2Fgoji/versions/1.0.1",
          "relation": "syndicated",
          "metadata": {
            "source": "official-mcp-registry"
          },
          "first_seen_at": "2026-09-03T02:49:22.461Z",
          "last_seen_at": "2026-09-03T05:53:12.435Z"
        }
      ]
    },
    "tools": [
      {
        "name": "goji_answer_faq",
        "title_en": "Search GOJI’s published answers",
        "title_zh": "搜索GOJI已发布的答案",
        "description_en": "Search the questions GOJI has already answered publicly — pricing, timelines, engagement models, what AEO is, how long results take, whether guarantees are possible. Every published answer across the home page, the pricing page, the service pages, the specialism and location pages, and the insight articles. Best tool for \"how much\", \"how long\" and \"do we need\" questions.",
        "description_zh": "搜索GOJI已公开回答的问题——定价、时间线、合作模式、什么是AEO、结果需要多长时间、是否可能提供保证。涵盖主页、定价页、服务页、专业和位置页面以及洞察文章中的所有已发布答案。最适合回答“多少钱”、“多长时间”和“我们需要吗”等问题。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "question": {
              "type": "string",
              "minLength": 2,
              "description": "A word or phrase, e.g. \"cost\", \"how long\", \"guarantee\""
            }
          },
          "required": [
            "question"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "goji_browse_glossary",
        "title_en": "Browse the GOJI plain-English glossary",
        "title_zh": "浏览GOJI简明英语术语表",
        "description_en": "List GOJI's plain-English glossary — every term, across AI Visibility, Websites, Measurement, AI Builds and Brand. Filter by category to get each short definition as well as the name.",
        "description_zh": "列出GOJI的简明英语术语表——涵盖AI可见性、网站、测量、AI构建和品牌的所有术语。按类别筛选以获取每个简短定义和名称。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "category": {
              "description": "Omit for the full A–Z index",
              "type": "string",
              "enum": [
                "AI Visibility",
                "Websites",
                "Measurement",
                "AI Builds",
                "Brand"
              ]
            }
          }
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "goji_explain_term",
        "title_en": "Explain a term in plain English",
        "title_zh": "用简明英语解释术语",
        "description_en": "Explain a marketing, SEO, AEO, web or branding term the way GOJI defines it — in plain English, with why it matters, how it works and what to do about it. Covers every term in GOJI's plain-English glossary. Accepts an acronym or the full name (\"AEO\" or \"answer engine optimisation\").",
        "description_zh": "按照GOJI的定义，用简明英语解释营销、SEO、AEO、网站或品牌术语——包括其重要性、工作原理和应对措施。涵盖GOJI简明英语术语表中的所有术语。接受缩写或全称（如“AEO”或“答案引擎优化”）。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "term": {
              "type": "string",
              "minLength": 1,
              "description": "The term to explain"
            }
          },
          "required": [
            "term"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "goji_get_service",
        "title_en": "What GOJI does",
        "title_zh": "GOJI的服务内容",
        "description_en": "The four things GOJI does — Search + AI Visibility (SEO and AEO), Websites, AI Builds, and Brand — what each one covers, and the questions clients ask about it. Omit the slug for all of them.",
        "description_zh": "GOJI的四项服务——搜索+AI可见性（SEO和AEO）、网站、AI构建和品牌——每项涵盖的内容以及客户常问的问题。省略slug以获取全部服务。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "service": {
              "description": "Service slug, e.g. \"website-development\". Omit to list every service line.",
              "type": "string"
            }
          }
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "goji_guide_contents",
        "title_en": "Contents of \"Be the Answer\"",
        "title_zh": "《成为答案》的目录",
        "description_en": "The table of contents for \"Be the Answer\", GOJI's guide to AI visibility — how answer engines choose sources, how to audit your brand in ChatGPT, and what to do about it. Use goji_read_guide_chapter to read one.",
        "description_zh": "《成为答案》的目录，这是GOJI关于AI可见性的指南——答案引擎如何选择来源，如何在ChatGPT中审计您的品牌，以及如何应对。使用goji_read_guide_chapter阅读章节。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {}
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "goji_read_guide",
        "title_en": "Read a GOJI long-form guide",
        "title_zh": "阅读GOJI长篇指南",
        "description_en": "Read one of GOJI's practical long-form guides. Includes published Australian pricing: \"How much does a website cost in Australia?\" and \"What does branding cost?\". Also covers AEO, headless CMS, engagement models, first AI builds and website relaunches. Omit the slug to list them.",
        "description_zh": "阅读GOJI的实用长篇指南之一。包括已发布的澳大利亚定价：“在澳大利亚建网站需要多少钱？”和“品牌塑造需要多少钱？”。还涵盖AEO、无头CMS、合作模式、首次AI构建和网站重新上线。省略slug以列出所有指南。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "guide": {
              "description": "Guide slug, e.g. \"website-cost-australia\". Omit to list every guide.",
              "type": "string"
            }
          }
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "goji_read_guide_chapter",
        "title_en": "Read a chapter of \"Be the Answer\"",
        "title_zh": "阅读《成为答案》的章节",
        "description_en": "Read one full chapter of GOJI's AI-visibility guide, by number or slug. Use goji_guide_contents first if you do not know which chapter you want.",
        "description_zh": "按编号或slug阅读GOJI的AI可见性指南的完整章节。如果您不知道需要哪一章，请先使用goji_guide_contents。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "chapter": {
              "anyOf": [
                {
                  "type": "integer",
                  "minimum": 1,
                  "maximum": 9007199254740991
                },
                {
                  "type": "string"
                }
              ],
              "description": "Chapter number, or its slug"
            }
          },
          "required": [
            "chapter"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "goji_search",
        "title_en": "Search everything GOJI has published",
        "title_zh": "搜索GOJI已发布的所有内容",
        "description_en": "Search GOJI's published material — the plain-English glossary, the AI-visibility guide \"Be the Answer\", insight articles and long-form guides. Use this first when you don't already know which GOJI page answers the question. Returns titles, summaries and URLs to cite.",
        "description_zh": "搜索GOJI已发布的材料——简明英语术语表、AI可见性指南《成为答案》、洞察文章和长篇指南。当您不确定哪个GOJI页面能回答问题时，请先使用此工具。返回标题、摘要和可引用的URL。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "query": {
              "type": "string",
              "minLength": 2,
              "description": "What to look for, e.g. \"AEO\", \"website cost\", \"rebrand\""
            },
            "limit": {
              "default": 8,
              "type": "integer",
              "minimum": 1,
              "maximum": 20
            }
          },
          "required": [
            "query"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "goji_start_enquiry",
        "title_en": "Send an enquiry to GOJI",
        "title_zh": "向GOJI发送咨询",
        "description_en": "Send a real enquiry to GOJI's studio inbox in Melbourne. Only call this after the person has explicitly asked to be put in touch AND has given you their email address. Do not call it speculatively, and do not invent any detail — if you are missing the name, email or what they need, ask them first. Confirm the email address back to them before sending.",
        "description_zh": "向GOJI在墨尔本的工作室收件箱发送真实咨询。仅在用户明确要求联系并且提供了电子邮件地址后才能调用。不要推测性调用，也不要虚构任何细节——如果缺少姓名、电子邮件或需求，请先询问。发送前请向用户确认电子邮件地址。",
        "input_schema": {
          "type": "object",
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "name": {
              "type": "string",
              "minLength": 1,
              "maxLength": 200,
              "description": "Who is enquiring"
            },
            "email": {
              "type": "string",
              "minLength": 3,
              "maxLength": 200,
              "description": "Their email, as they gave it to you"
            },
            "message": {
              "type": "string",
              "minLength": 20,
              "maxLength": 4000,
              "description": "What they are trying to do, in their own words where possible"
            },
            "company": {
              "type": "string",
              "maxLength": 200
            },
            "budget": {
              "type": "string",
              "maxLength": 200
            },
            "timeline": {
              "type": "string",
              "maxLength": 200
            },
            "assistant": {
              "description": "Which assistant is sending this, e.g. \"Claude\" or \"ChatGPT\"",
              "type": "string",
              "maxLength": 100
            },
            "consent": {
              "type": "boolean",
              "const": true,
              "description": "The person explicitly asked you to send this enquiry on their behalf"
            }
          },
          "required": [
            "name",
            "email",
            "message",
            "consent"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "external_action",
        "open_world": true,
        "idempotency": "not_idempotent",
        "confirmation": "explicit policy",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      }
    ],
    "review_profile": {
      "schema_version": "aiworkshub.resource-review/0.2",
      "method_version": "capability-evidence-v2",
      "review_state": {
        "identity": "verified",
        "source": "verified",
        "connectivity": "verified",
        "contract": "strong",
        "safe_use": "untested",
        "real_use": "unobserved"
      },
      "assessment": {
        "capability_definition": "strong",
        "contract_completeness": "strong",
        "access_friction": "low",
        "operational_transparency": "partial",
        "evidence_strength": "protocol_inspected",
        "use_readiness": "guided_use"
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      "profile": {
        "capabilities": [
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            "weight": 90,
            "confidence": 95,
            "evidence_ids": [
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              "protocol-tools"
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          },
          {
            "id": "content.explain",
            "weight": 80,
            "confidence": 90,
            "evidence_ids": [
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          },
          {
            "id": "content.browse",
            "weight": 70,
            "confidence": 90,
            "evidence_ids": [
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          {
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            "weight": 85,
            "confidence": 90,
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            "weight": 60,
            "confidence": 80,
            "evidence_ids": [
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        "domains": [
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            "weight": 100,
            "confidence": 95,
            "evidence_ids": [
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            "weight": 90,
            "confidence": 90,
            "evidence_ids": [
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            "id": "web",
            "weight": 80,
            "confidence": 85,
            "evidence_ids": [
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            "id": "brand",
            "weight": 70,
            "confidence": 85,
            "evidence_ids": [
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        "workflow_roles": [
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      "capability_units": [
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          "kind": "mcp_tool",
          "capability_id": "content.search",
          "effect": "read",
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          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "typed_envelope_dynamic_result",
          "accepts": [
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          "produces": [
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          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
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          "metadata": {}
        },
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          "capability_id": "content.explain",
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          "idempotency": "idempotent",
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          "accepts": [
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          "produces": [
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          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
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          ],
          "metadata": {}
        },
        {
          "id": "tool:goji_browse_glossary",
          "kind": "mcp_tool",
          "capability_id": "content.browse",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
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          "input_contract": "typed",
          "output_contract": "typed_envelope_dynamic_result",
          "accepts": [
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          ],
          "produces": [
            "list of glossary terms and definitions"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
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          "kind": "mcp_tool",
          "capability_id": "content.retrieve",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "typed_envelope_dynamic_result",
          "accepts": [
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          ],
          "produces": [
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          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:goji_answer_faq",
          "kind": "mcp_tool",
          "capability_id": "content.search",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "typed_envelope_dynamic_result",
          "accepts": [
            "question phrase"
          ],
          "produces": [
            "published answers"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:goji_guide_contents",
          "kind": "mcp_tool",
          "capability_id": "content.retrieve",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "untyped",
          "output_contract": "typed_envelope_dynamic_result",
          "accepts": [],
          "produces": [
            "table of contents"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:goji_read_guide_chapter",
          "kind": "mcp_tool",
          "capability_id": "content.retrieve",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "typed_envelope_dynamic_result",
          "accepts": [
            "chapter number or slug"
          ],
          "produces": [
            "chapter content"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:goji_read_guide",
          "kind": "mcp_tool",
          "capability_id": "content.retrieve",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "typed_envelope_dynamic_result",
          "accepts": [
            "optional guide slug"
          ],
          "produces": [
            "guide content"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:goji_start_enquiry",
          "kind": "mcp_tool",
          "capability_id": "communication.enquiry",
          "effect": "external_action",
          "open_world": true,
          "idempotency": "not_idempotent",
          "confirmation": "explicit policy",
          "input_contract": "typed",
          "output_contract": "typed_envelope_dynamic_result",
          "accepts": [
            "name, email, message, optional company, budget, timeline, assistant"
          ],
          "produces": [
            "confirmation of enquiry sent"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        }
      ],
      "access": {
        "distribution_license": {},
        "runtime_auth": {},
        "runtime_pricing": {},
        "dependencies": []
      },
      "operational_flags": [],
      "trust": {
        "signal": "none",
        "evidence_ids": [],
        "reason": "No suspicious or malicious evidence found."
      },
      "fit": {
        "good_for": [
          "Answering questions about GOJI's services, pricing, and published content",
          "Explaining marketing, SEO, AEO, web, and branding terms in plain English",
          "Providing information from GOJI's guides and glossary",
          "Facilitating enquiries to GOJI when user consent is explicit"
        ],
        "not_for": [
          "General web search or non-GOJI content",
          "Automated or speculative sending of enquiries without explicit user consent"
        ]
      },
      "evidence": [
        {
          "id": "source-record",
          "type": "registry_record",
          "source": "https://github.com/goji-agency/goji-mcp",
          "observation": "MCP source record for goji; version 1.0.1.",
          "observed_at": null,
          "payload": {}
        },
        {
          "id": "protocol-tools",
          "type": "protocol_observation",
          "source": "https://mcp.goji.agency/mcp#tools/list",
          "observation": "9 tools were returned by MCP discovery; 9 were retained for review.",
          "observed_at": "2026-09-03T05:52:52.499Z",
          "payload": {}
        }
      ],
      "unknowns": [
        "Authentication mechanism not specified",
        "Pricing model not specified",
        "Exact output schemas for tools are not defined",
        "Real-world usage not observed",
        "Idempotency of most tools is unknown (assumed idempotent for read-only operations)",
        "Effect of tools is unknown (assumed read-only except goji_start_enquiry)"
      ],
      "id": "REV_483E4576257B",
      "resource_id": "RES_D447004EBE71",
      "evaluator_type": "platform_ai",
      "provider": "deepseek",
      "model": "deepseek-v4-flash",
      "review_scope": "protocol-inspected-mcp",
      "created_at": "2026-09-03T05:53:13.109Z"
    }
  }
}