Server definition

Hash: sha256:6619a4dfbd43711d972ddbeac7597b03c6de39891972e448cc994c154923b3d3
What it is: What a remote MCP server returned when asked what it offers: 2 tools

The blob, as servednamed by its sha256

{
  "instructions": "This MCP server exposes the canonical \"assess_ai_recommendation_readiness\" tool. Call tools/list to discover it, then tools/call with businessSize, dataMaturity, technicalStack, and optional goals.",
  "tools": [
    {
      "description": "Assesses whether a business is ready to be understood, verified, trusted, recommended, and used by AI systems, based on structured inputs (business size, data availability/maturity, technical stack/infrastructure, and goals). Returns a readiness score, tier, gap analysis, priority actions, and a phased implementation roadmap. Deterministic and read-only: it performs no consequential actions and does not guarantee any ranking or recommendation.",
      "inputSchema": {
        "properties": {
          "businessName": {
            "description": "Optional, non-sensitive business name for context.",
            "type": "string"
          },
          "businessSize": {
            "description": "Size of the business/organization.",
            "enum": [
              "solo",
              "micro",
              "small",
              "midmarket",
              "enterprise"
            ],
            "type": "string"
          },
          "dataMaturity": {
            "description": "Availability and maturity of the structured/machine-readable data of the business.",
            "enum": [
              "none",
              "basic",
              "developing",
              "structured",
              "advanced"
            ],
            "type": "string"
          },
          "goals": {
            "default": [
              "ai_visibility"
            ],
            "description": "One or more readiness goals the business wants to prioritize (1–8, unique values from the enum).",
            "items": {
              "enum": [
                "ai_visibility",
                "lead_generation",
                "trust_authority",
                "content_coverage",
                "conversion_optimization",
                "structured_data",
                "agent_readiness",
                "reputation_management"
              ],
              "type": "string"
            },
            "maxItems": 8,
            "minItems": 1,
            "type": "array",
            "uniqueItems": true
          },
          "industry": {
            "description": "Optional industry/category for context.",
            "type": "string"
          },
          "technicalStack": {
            "description": "Technical stack / infrastructure sophistication.",
            "enum": [
              "minimal",
              "standard",
              "modern",
              "advanced"
            ],
            "type": "string"
          }
        },
        "required": [
          "businessSize",
          "dataMaturity",
          "technicalStack"
        ],
        "type": "object"
      },
      "name": "assess_ai_recommendation_readiness",
      "outputSchema": {
        "additionalProperties": true,
        "properties": {
          "dimensionScores": {
            "description": "Per-dimension breakdown of the overall score.",
            "items": {
              "additionalProperties": true,
              "properties": {
                "key": {
                  "description": "Dimension identifier.",
                  "type": "string"
                },
                "label": {
                  "description": "Human-readable dimension name.",
                  "type": "string"
                },
                "score": {
                  "description": "Dimension score (0–100).",
                  "maximum": 100,
                  "minimum": 0,
                  "type": "number"
                },
                "weight": {
                  "description": "Weight of this dimension in the overall score.",
                  "maximum": 1,
                  "minimum": 0,
                  "type": "number"
                }
              },
              "required": [
                "key",
                "label",
                "score",
                "weight"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "disclaimer": {
            "description": "Educational-use disclaimer.",
            "type": "string"
          },
          "engineVersion": {
            "description": "Version of the deterministic scoring engine.",
            "type": "string"
          },
          "gapAnalysis": {
            "description": "Identified gaps between current and target readiness.",
            "items": {
              "additionalProperties": true,
              "properties": {
                "area": {
                  "description": "Gap area / dimension.",
                  "type": "string"
                },
                "description": {
                  "description": "Explanation of the gap.",
                  "type": "string"
                },
                "severity": {
                  "description": "Severity of the gap.",
                  "enum": [
                    "low",
                    "moderate",
                    "high",
                    "critical"
                  ],
                  "type": "string"
                }
              },
              "required": [
                "area",
                "severity",
                "description"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "implementationRoadmap": {
            "description": "Phased implementation roadmap.",
            "items": {
              "additionalProperties": true,
              "properties": {
                "actions": {
                  "description": "Actions within the phase.",
                  "items": {
                    "type": "string"
                  },
                  "type": "array"
                },
                "focus": {
                  "description": "Primary focus of the phase.",
                  "type": "string"
                },
                "phase": {
                  "description": "Phase name.",
                  "type": "string"
                }
              },
              "required": [
                "phase"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "normalizedInputs": {
            "additionalProperties": true,
            "description": "The normalized inputs actually used for scoring.",
            "properties": {
              "businessSize": {
                "type": "string"
              },
              "dataMaturity": {
                "type": "string"
              },
              "goals": {
                "items": {
                  "type": "string"
                },
                "type": "array"
              },
              "technicalStack": {
                "type": "string"
              }
            },
            "type": "object"
          },
          "priorityActions": {
            "description": "Prioritized recommended actions.",
            "items": {
              "additionalProperties": true,
              "properties": {
                "detail": {
                  "description": "Action detail / rationale.",
                  "type": "string"
                },
                "effort": {
                  "description": "Estimated effort.",
                  "enum": [
                    "low",
                    "medium",
                    "high"
                  ],
                  "type": "string"
                },
                "impact": {
                  "description": "Estimated impact.",
                  "enum": [
                    "low",
                    "medium",
                    "high"
                  ],
                  "type": "string"
                },
                "title": {
                  "description": "Short action title.",
                  "type": "string"
                }
              },
              "required": [
                "title"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "readinessScore": {
            "description": "Overall AI recommendation readiness score (0–100).",
            "maximum": 100,
            "minimum": 0,
            "type": "number"
          },
          "tier": {
            "additionalProperties": false,
            "properties": {
              "level": {
                "description": "Tier level (1–4).",
                "maximum": 4,
                "minimum": 1,
                "type": "integer"
              },
              "name": {
                "description": "Readiness tier name.",
                "enum": [
                  "Foundational",
                  "Developing",
                  "Established",
                  "Optimized"
                ],
                "type": "string"
              },
              "summary": {
                "description": "Plain-language summary of the tier.",
                "type": "string"
              }
            },
            "required": [
              "level",
              "name",
              "summary"
            ],
            "type": "object"
          },
          "tool": {
            "description": "Canonical tool identifier.",
            "type": "string"
          }
        },
        "required": [
          "readinessScore",
          "tier",
          "dimensionScores",
          "gapAnalysis",
          "priorityActions",
          "normalizedInputs",
          "disclaimer"
        ],
        "type": "object"
      }
    },
    {
      "description": "Returns the AI Recommendation Readiness scoring framework: the scored dimensions and their weights, the four readiness tiers with score ranges, and every valid input option (business sizes, data maturity levels, technical stacks, and goals). Read-only and deterministic; use it to understand how the assessment is scored and to build valid inputs for assess_ai_recommendation_readiness.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "get_ai_readiness_framework",
      "outputSchema": {
        "additionalProperties": false,
        "properties": {
          "dimensions": {
            "items": {
              "additionalProperties": false,
              "properties": {
                "key": {
                  "type": "string"
                },
                "label": {
                  "type": "string"
                },
                "weight": {
                  "maximum": 1,
                  "minimum": 0,
                  "type": "number"
                }
              },
              "required": [
                "key",
                "label",
                "weight"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "disclaimer": {
            "type": "string"
          },
          "engineVersion": {
            "type": "string"
          },
          "inputOptions": {
            "additionalProperties": false,
            "properties": {
              "businessSize": {
                "items": {
                  "type": "string"
                },
                "type": "array"
              },
              "dataMaturity": {
                "items": {
                  "type": "string"
                },
                "type": "array"
              },
              "goals": {
                "items": {
                  "type": "string"
                },
                "type": "array"
              },
              "technicalStack": {
                "items": {
                  "type": "string"
                },
                "type": "array"
              }
            },
            "required": [
              "businessSize",
              "dataMaturity",
              "technicalStack",
              "goals"
            ],
            "type": "object"
          },
          "tiers": {
            "items": {
              "additionalProperties": false,
              "properties": {
                "level": {
                  "maximum": 4,
                  "minimum": 1,
                  "type": "integer"
                },
                "name": {
                  "type": "string"
                },
                "scoreRange": {
                  "type": "string"
                }
              },
              "required": [
                "level",
                "name",
                "scoreRange"
              ],
              "type": "object"
            },
            "type": "array"
          }
        },
        "required": [
          "engineVersion",
          "dimensions",
          "tiers",
          "inputOptions",
          "disclaimer"
        ],
        "type": "object"
      }
    }
  ]
}

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