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Find nearby photo spots using real street imagery, visual scores and camera headings.

Ownership verified
Status
Healthy
Uptime
100.0% over 18 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
impanyu/agentic_services
GitHub Stars
0
Server Listing
Web Evidence

TDQS

A3.6/5.0

Scored across 2 tools

Disambiguation5/5

The two tools have completely distinct purposes: one performs paid photo-spot discovery, the other reports pricing and limitations for free. There is no realistic way an agent could confuse them.

Naming Consistency5/5

Both names follow a consistent verb_noun snake_case pattern (discover_photo_spots, list_photo_scout_prices). The noun phrasing differs slightly (photo_spots vs photo_scout_prices) but the convention is clearly uniform.

Tool Count3/5

Only two tools, one of which is purely informational pricing metadata. For a discovery service this is on the thin side, leaving essentially a single functional operation.

Completeness3/5

The core discovery workflow and its pricing are covered, and discover_photo_spots is fairly rich (nearby/route, ranking, headings). However there are notable gaps: no way to retrieve details for a single spot, no saved/favorites or history operations, so agents hit a dead end beyond the initial search.

Available Tools

2 tools
discover_photo_spotsDiscover photo spots nearby or along a routeAInspect

Find POIs nearby or along a walking/driving route, compare available images, and return ranked photo spots with scores, camera headings, reasons and source links. Costs $2.00 USDC on Base per call.

NameRequiredDescriptionDefault
latYesLatitude of the search center.
lonYesLongitude of the search center.
limitNoDeprecated compatibility field; ignored. All verified matching places are returned.
queryNoNatural-language request. Explicit text overrides conflicting structured parameters.
routeNoOptional real road route. Default walking, 300 m corridor; up to 200 km. Origin omitted uses lat/lon. Destination accepts address or coordinates. Up to 50 photographic locations along the route.
radiusNoSearch radius in meters; default 1000.
poiQueriesNoArbitrary POI categories or business names, e.g. coffee shops.
osmFeaturesNoOSM physical features and attributes; combined using featureCombination. Tagged features use exact/existence filters; intersections use road topology.
photoStylesNoOptional desired photo moods.
preferencesNoAdditional photography preferences.
requirementsNoCondition ledger for compiled programs: required, preferred or forbidden; retrieval step IDs scope conditions to each logical branch.
scoringIntentNoVisual subject, style and requirements for matching and scoring.
searchProgramNoValidated data-flow program over search/spatial/set, collect_images, score_images and rank_results tools. Leave all other target/spatial fields empty; global center/radius/styles are shared. Up to 24 steps and 8 source queries.
searchBranchesNoOR across independently constrained target groups; AND between target, geography and features inside a group. When set, leave top-level poiQueries/geographicKinds/osmFeatures empty.
geographicKindsNoSpatial requirements; combination is controlled by geographicCombination.
featureCombinationNoAND/all or OR/any across OSM feature requirements; default all.
geographicCombinationNoAND/all or OR/any across geographic requirements; default all.

TDQS

A3.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare readOnlyHint=false, openWorldHint=true and non-idempotency, and the description usefully explains the non-read-only nature by disclosing a concrete per-call charge ("Costs $2.00 USDC on Base per call"). Because no output schema exists, the description also carries the return payload (scores, camera headings, reasons, source links) — genuinely additive. It stops short of describing failure modes, rate limits, or latency for a paid external call.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences: the capability is front-loaded, the return payload and cost follow immediately. No filler, no restating the name, and the cost caveat lands where an agent will see it before invoking.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 17-parameter tool with a 24-step searchProgram DSL, requirement ledgers, and searchBranches, the description never explains that three input strategies exist or when to choose each. It does cover purpose, cost and returned fields (needed since no output schema exists), but the advanced-orchestration surface is left entirely to the schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents all 17 parameters including the route/travelMode/corridor semantics. The description adds only the loose phrase "nearby or along a walking/driving route" and no syntax, defaults, or precedence details beyond what the schema states. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a specific verb and resource ("Find POIs nearby or along a walking/driving route") and spells out what the tool returns ("ranked photo spots with scores, camera headings, reasons and source links"). It does not explicitly name or contrast with the sibling list_photo_scout_prices, though the discovery-vs-pricing scope is self-evidently different.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is only implied through the two supported modes ("nearby or along a walking/driving route"), which does hint at when each input shape applies. There is no explicit when-to-use, when-not-to-use, or alternative tool guidance, and nothing tells the agent when to prefer the simple top-level params over searchProgram/requirements.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_photo_scout_pricesList Photo Scout pricesB
Read-onlyIdempotent
Inspect

Show per-search pricing, payment method and limitations. This tool is free.

NameRequiredDescriptionDefault

No parameters

Output Schema

NameRequiredDescription
scopeYes
networkYes
priceUsdYes

TDQS

B3.3/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so safety is covered. The description adds one genuinely new behavioral fact, that the call itself is free, plus the shape of the returned info, but says nothing about auth, rate limits or freshness of the pricing data.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences, no filler, with the returned content front-loaded. It is efficient, though the fragment 'This tool is free' would read better folded into the first sentence.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists and there are no parameters, so the description needn't explain return values or arguments. What remains missing is the decision context: when an agent should call this versus discover_photo_spots, and whether pricing data is current.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so there is no parameter semantics to explain and the schema imposes nothing. Baseline 4 applies; the description correctly does not invent arguments.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific resource: per-search pricing, payment method and limitations. An agent can tell this is a pricing/info lookup rather than a spot-discovery call, but it never names or contrasts with its sibling discover_photo_spots.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No when-to-use guidance and no alternatives are referenced. The agent must infer that this is the tool to consult before deciding whether to run a paid photo search, and nothing in the text confirms or denies that.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changeddiscover_photo_spots1 field changed
      • addedInput schema / properties / route
        Added value: +{
        +  "anyOf": [
        +    {
        +      "additionalProperties": false,
        +      "properties": {
        +        "corridorMeters": {
        +          "maximum": 2000,
        +          "minimum": 100,
        +          "type": "integer"
        +        },
        +        "destination": {
        +          "$ref": "#/properties/route/anyOf/0/properties/origin/anyOf/0"
        +        },
        +        "origin": {
        +          "anyOf": [
        +            {
        +              "additionalProperties": false,
        +              "properties": {
        +                "label": {
        +                  "anyOf": [
        +                    {
        +                      "maxLength": 350,
        +                      "type": "string"
        +                    },
        +                    {
        +                      "type": "null"
        +                    }
        +                  ]
        +                },
        +                "lat": {
        +                  "anyOf": [
        +                    {
        +                      "maximum": 85,
        +                      "minimum": -85,
        +                      "type": "number"
        +                    },
        +                    {
        +                      "type": "null"
        +                    }
        +                  ]
        +                },
        +                "lon": {
        +                  "anyOf": [
        +                    {
        +                      "maximum": 180,
        +                      "minimum": -180,
        +                      "type": "number"
        +                    },
        +                    {
        +                      "type": "null"
        +                    }
        +                  ]
        +                },
        +                "query": {
        +                  "anyOf": [
        +                    {
        +                      "maxLength": 200,
        +                      "minLength": 1,
        +                      "type": "string"
        +                    },
        +                    {
        +                      "type": "null"
        +                    }
        +                  ]
        +                }
        +              },
        +              "type": "object"
        +            },
        +            {
        +              "type": "null"
        +            }
        +          ]
        +        },
        +        "travelMode": {
        +          "enum": [
        +            "walk",
        +            "drive"
        +          ],
        +          "type": "string"
        +        }
        +      },
        +      "required": [
        +        "destination"
        +      ],
        +      "type": "object"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "description": "Optional real road route. Default walking, 300 m corridor; up to 200 km. Origin omitted uses lat/lon. Destination accepts address or coordinates. Up to 50 photographic locations along the route."
        +}
  2. 1 tool update
    • Changeddiscover_photo_spots1 field changed
      • addedInput schema / properties / requirements
        Added value: +{
        +  "description": "Condition ledger for compiled programs: required, preferred or forbidden; retrieval step IDs scope conditions to each logical branch.",
        +  "items": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "expression": {
        +        "maxLength": 400,
        +        "minLength": 1,
        +        "type": "string"
        +      },
        +      "route": {
        +        "enum": [
        +          "places",
        +          "geography",
        +          "features",
        +          "visual"
        +        ],
        +        "type": "string"
        +      },
        +      "stepIds": {
        +        "items": {
        +          "type": "string"
        +        },
        +        "maxItems": 8,
        +        "type": "array"
        +      },
        +      "strength": {
        +        "enum": [
        +          "required",
        +          "preferred",
        +          "forbidden"
        +        ],
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "expression",
        +      "strength",
        +      "route",
        +      "stepIds"
        +    ],
        +    "type": "object"
        +  },
        +  "maxItems": 16,
        +  "type": "array"
        +}
  3. 1 tool update
    • Changeddiscover_photo_spots1 field changed
      • changedInput schema / properties / searchProgram / anyOf
        Previous value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "output": {
        -        "maxLength": 40,
        -        "minLength": 1,
        -        "type": "string"
        -      },
        -      "steps": {
        -        "items": {
        -          "additionalProperties": false,
        -          "properties": {
        -            "combination": {
        -              "enum": [
        -                "all",
        -                "any"
        -              ],
        -              "type": "string"
        -            },
        -            "discoveryHints": {
        -              "type": "boolean"
        -            },
        -            "exclude": {
        -              "type": "boolean"
        -            },
        -            "geographicKinds": {
        -              "items": {
        -                "enum": [
        -                  "lake",
        -                  "sea",
        -                  "river",
        -                  "peak",
        -                  "forest",
        -                  "waterside"
        -                ],
        -                "type": "string"
        -              },
        -              "maxItems": 6,
        -              "type": "array"
        -            },
        -            "id": {
        -              "pattern": "^[a-zA-Z][a-zA-Z0-9_]{0,39}$",
        -              "type": "string"
        -            },
        -            "inputs": {
        -              "items": {
        -                "maxLength": 40,
        -                "type": "string"
        -              },
        -              "maxItems": 6,
        -              "type": "array"
        -            },
        -            "osmFeatures": {
        -              "items": {
        -                "additionalProperties": false,
        -                "properties": {
        -                  "filters": {
        -                    "items": {
        -                      "additionalProperties": false,
        -                      "properties": {
        -                        "key": {
        -                          "maxLength": 80,
        -                          "minLength": 1,
        -                          "pattern": "^[A-Za-z0-9_:.-]+$",
        -                          "type": "string"
        -                        },
        -                        "required": {
        -                          "type": "boolean"
        -                        },
        -                        "value": {
        -                          "anyOf": [
        -                            {
        -                              "maxLength": 160,
        -                              "type": "string"
        -                            },
        -                            {
        -                              "type": "null"
        -                            }
        -                          ]
        -                        }
        -                      },
        -                      "required": [
        -                        "key"
        -                      ],
        -                      "type": "object"
        -                    },
        -                    "maxItems": 6,
        -                    "type": "array"
        -                  },
        -                  "kind": {
        -                    "enum": [
        -                      "tagged",
        -                      "intersection"
        -                    ],
        -                    "type": "string"
        -                  },
        -                  "label": {
        -                    "maxLength": 120,
        -                    "minLength": 1,
        -                    "type": "string"
        -                  },
        -                  "numericFilters": {
        -                    "items": {
        -                      "additionalProperties": false,
        -                      "properties": {
        -                        "key": {
        -                          "maxLength": 80,
        -                          "minLength": 1,
        -                          "pattern": "^[A-Za-z0-9_:.-]+$",
        -                          "type": "string"
        -                        },
        -                        "maximum": {
        -                          "type": [
        -                            "number",
        -                            "null"
        -                          ]
        -                        },
        -                        "minimum": {
        -                          "type": [
        -                            "number",
        -                            "null"
        -                          ]
        -                        }
        -                      },
        -                      "required": [
        -                        "key"
        -                      ],
        -                      "type": "object"
        -                    },
        -                    "maxItems": 4,
        -                    "type": "array"
        -                  },
        -                  "proximityMeters": {
        -                    "maximum": 500,
        -                    "minimum": 0,
        -                    "type": "integer"
        -                  }
        -                },
        -                "required": [
        -                  "label"
        -                ],
        -                "type": "object"
        -              },
        -              "maxItems": 6,
        -              "type": "array"
        -            },
        -            "queries": {
        -              "items": {
        -                "maxLength": 200,
        -                "minLength": 1,
        -                "type": "string"
        -              },
        -              "maxItems": 4,
        -              "type": "array"
        -            },
        -            "tool": {
        -              "enum": [
        -                "search_places",
        -                "search_geography",
        -                "search_features",
        -                "sample_geography",
        -                "feature_points",
        -                "filter_geography",
        -                "filter_features",
        -                "union",
        -                "intersection",
        -                "area_imagery",
        -                "collect_images",
        -                "score_images",
        -                "rank_results"
        -              ],
        -              "type": "string"
        -            },
        -            "visualIntent": {
        -              "maxLength": 1000,
        -              "type": "string"
        -            },
        -            "weights": {
        -              "items": {
        -                "maximum": 4,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "maxItems": 6,
        -              "type": "array"
        -            }
        -          },
        -          "required": [
        -            "id",
        -            "tool"
        -          ],
        -          "type": "object"
        -        },
        -        "maxItems": 24,
        -        "minItems": 1,
        -        "type": "array"
        -      }
        -    },
        -    "required": [
        -      "steps",
        -      "output"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]New value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "output": {
        +        "maxLength": 40,
        +        "minLength": 1,
        +        "type": "string"
        +      },
        +      "steps": {
        +        "items": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "combination": {
        +              "enum": [
        +                "all",
        +                "any"
        +              ],
        +              "type": "string"
        +            },
        +            "discoveryHints": {
        +              "type": "boolean"
        +            },
        +            "exclude": {
        +              "type": "boolean"
        +            },
        +            "geographicKinds": {
        +              "items": {
        +                "enum": [
        +                  "lake",
        +                  "sea",
        +                  "river",
        +                  "peak",
        +                  "forest",
        +                  "waterside"
        +                ],
        +                "type": "string"
        +              },
        +              "maxItems": 6,
        +              "type": "array"
        +            },
        +            "id": {
        +              "pattern": "^[a-zA-Z][a-zA-Z0-9_]{0,39}$",
        +              "type": "string"
        +            },
        +            "inputs": {
        +              "items": {
        +                "maxLength": 40,
        +                "type": "string"
        +              },
        +              "maxItems": 6,
        +              "type": "array"
        +            },
        +            "osmFeatures": {
        +              "items": {
        +                "additionalProperties": false,
        +                "properties": {
        +                  "filters": {
        +                    "items": {
        +                      "additionalProperties": false,
        +                      "properties": {
        +                        "key": {
        +                          "maxLength": 80,
        +                          "minLength": 1,
        +                          "pattern": "^[A-Za-z0-9_:.-]+$",
        +                          "type": "string"
        +                        },
        +                        "required": {
        +                          "type": "boolean"
        +                        },
        +                        "value": {
        +                          "anyOf": [
        +                            {
        +                              "maxLength": 160,
        +                              "type": "string"
        +                            },
        +                            {
        +                              "type": "null"
        +                            }
        +                          ]
        +                        }
        +                      },
        +                      "required": [
        +                        "key"
        +                      ],
        +                      "type": "object"
        +                    },
        +                    "maxItems": 6,
        +                    "type": "array"
        +                  },
        +                  "kind": {
        +                    "enum": [
        +                      "tagged",
        +                      "intersection"
        +                    ],
        +                    "type": "string"
        +                  },
        +                  "label": {
        +                    "maxLength": 120,
        +                    "minLength": 1,
        +                    "type": "string"
        +                  },
        +                  "numericFilters": {
        +                    "items": {
        +                      "additionalProperties": false,
        +                      "properties": {
        +                        "key": {
        +                          "maxLength": 80,
        +                          "minLength": 1,
        +                          "pattern": "^[A-Za-z0-9_:.-]+$",
        +                          "type": "string"
        +                        },
        +                        "maximum": {
        +                          "type": [
        +                            "number",
        +                            "null"
        +                          ]
        +                        },
        +                        "minimum": {
        +                          "type": [
        +                            "number",
        +                            "null"
        +                          ]
        +                        }
        +                      },
        +                      "required": [
        +                        "key"
        +                      ],
        +                      "type": "object"
        +                    },
        +                    "maxItems": 4,
        +                    "type": "array"
        +                  },
        +                  "proximityMeters": {
        +                    "maximum": 500,
        +                    "minimum": 0,
        +                    "type": "integer"
        +                  }
        +                },
        +                "required": [
        +                  "label"
        +                ],
        +                "type": "object"
        +              },
        +              "maxItems": 6,
        +              "type": "array"
        +            },
        +            "queries": {
        +              "items": {
        +                "maxLength": 200,
        +                "minLength": 1,
        +                "type": "string"
        +              },
        +              "maxItems": 4,
        +              "type": "array"
        +            },
        +            "tool": {
        +              "enum": [
        +                "search_places",
        +                "search_geography",
        +                "search_features",
        +                "sample_geography",
        +                "feature_points",
        +                "filter_geography",
        +                "filter_features",
        +                "union",
        +                "intersection",
        +                "area_imagery",
        +                "point_imagery",
        +                "collect_images",
        +                "score_images",
        +                "rank_results"
        +              ],
        +              "type": "string"
        +            },
        +            "visualIntent": {
        +              "maxLength": 1000,
        +              "type": "string"
        +            },
        +            "weights": {
        +              "items": {
        +                "maximum": 4,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "maxItems": 6,
        +              "type": "array"
        +            }
        +          },
        +          "required": [
        +            "id",
        +            "tool"
        +          ],
        +          "type": "object"
        +        },
        +        "maxItems": 24,
        +        "minItems": 1,
        +        "type": "array"
        +      }
        +    },
        +    "required": [
        +      "steps",
        +      "output"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "type": "null"
        +  }
        +]
  4. 1 tool update
    • Changeddiscover_photo_spots2 fields changed
      • changedInput schema / properties / searchProgram / anyOf
        Previous value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "output": {
        -        "maxLength": 40,
        -        "minLength": 1,
        -        "type": "string"
        -      },
        -      "steps": {
        -        "items": {
        -          "additionalProperties": false,
        -          "properties": {
        -            "combination": {
        -              "enum": [
        -                "all",
        -                "any"
        -              ],
        -              "type": "string"
        -            },
        -            "discoveryHints": {
        -              "type": "boolean"
        -            },
        -            "exclude": {
        -              "type": "boolean"
        -            },
        -            "geographicKinds": {
        -              "items": {
        -                "enum": [
        -                  "lake",
        -                  "sea",
        -                  "river",
        -                  "peak",
        -                  "forest",
        -                  "waterside"
        -                ],
        -                "type": "string"
        -              },
        -              "maxItems": 6,
        -              "type": "array"
        -            },
        -            "id": {
        -              "pattern": "^[a-zA-Z][a-zA-Z0-9_]{0,39}$",
        -              "type": "string"
        -            },
        -            "inputs": {
        -              "items": {
        -                "maxLength": 40,
        -                "type": "string"
        -              },
        -              "maxItems": 6,
        -              "type": "array"
        -            },
        -            "osmFeatures": {
        -              "items": {
        -                "additionalProperties": false,
        -                "properties": {
        -                  "filters": {
        -                    "items": {
        -                      "additionalProperties": false,
        -                      "properties": {
        -                        "key": {
        -                          "maxLength": 80,
        -                          "minLength": 1,
        -                          "pattern": "^[A-Za-z0-9_:.-]+$",
        -                          "type": "string"
        -                        },
        -                        "required": {
        -                          "type": "boolean"
        -                        },
        -                        "value": {
        -                          "anyOf": [
        -                            {
        -                              "maxLength": 160,
        -                              "type": "string"
        -                            },
        -                            {
        -                              "type": "null"
        -                            }
        -                          ]
        -                        }
        -                      },
        -                      "required": [
        -                        "key"
        -                      ],
        -                      "type": "object"
        -                    },
        -                    "maxItems": 6,
        -                    "type": "array"
        -                  },
        -                  "kind": {
        -                    "enum": [
        -                      "tagged",
        -                      "intersection"
        -                    ],
        -                    "type": "string"
        -                  },
        -                  "label": {
        -                    "maxLength": 120,
        -                    "minLength": 1,
        -                    "type": "string"
        -                  },
        -                  "numericFilters": {
        -                    "items": {
        -                      "additionalProperties": false,
        -                      "properties": {
        -                        "key": {
        -                          "maxLength": 80,
        -                          "minLength": 1,
        -                          "pattern": "^[A-Za-z0-9_:.-]+$",
        -                          "type": "string"
        -                        },
        -                        "maximum": {
        -                          "type": [
        -                            "number",
        -                            "null"
        -                          ]
        -                        },
        -                        "minimum": {
        -                          "type": [
        -                            "number",
        -                            "null"
        -                          ]
        -                        }
        -                      },
        -                      "required": [
        -                        "key"
        -                      ],
        -                      "type": "object"
        -                    },
        -                    "maxItems": 4,
        -                    "type": "array"
        -                  },
        -                  "proximityMeters": {
        -                    "maximum": 500,
        -                    "minimum": 0,
        -                    "type": "integer"
        -                  }
        -                },
        -                "required": [
        -                  "label"
        -                ],
        -                "type": "object"
        -              },
        -              "maxItems": 6,
        -              "type": "array"
        -            },
        -            "queries": {
        -              "items": {
        -                "maxLength": 200,
        -                "minLength": 1,
        -                "type": "string"
        -              },
        -              "maxItems": 4,
        -              "type": "array"
        -            },
        -            "tool": {
        -              "enum": [
        -                "search_places",
        -                "search_geography",
        -                "search_features",
        -                "sample_geography",
        -                "feature_points",
        -                "filter_geography",
        -                "filter_features",
        -                "union",
        -                "intersection",
        -                "area_imagery"
        -              ],
        -              "type": "string"
        -            },
        -            "visualIntent": {
        -              "maxLength": 1000,
        -              "type": "string"
        -            },
        -            "weights": {
        -              "items": {
        -                "maximum": 4,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "maxItems": 6,
        -              "type": "array"
        -            }
        -          },
        -          "required": [
        -            "id",
        -            "tool"
        -          ],
        -          "type": "object"
        -        },
        -        "maxItems": 24,
        -        "minItems": 1,
        -        "type": "array"
        -      }
        -    },
        -    "required": [
        -      "steps",
        -      "output"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]New value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "output": {
        +        "maxLength": 40,
        +        "minLength": 1,
        +        "type": "string"
        +      },
        +      "steps": {
        +        "items": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "combination": {
        +              "enum": [
        +                "all",
        +                "any"
        +              ],
        +              "type": "string"
        +            },
        +            "discoveryHints": {
        +              "type": "boolean"
        +            },
        +            "exclude": {
        +              "type": "boolean"
        +            },
        +            "geographicKinds": {
        +              "items": {
        +                "enum": [
        +                  "lake",
        +                  "sea",
        +                  "river",
        +                  "peak",
        +                  "forest",
        +                  "waterside"
        +                ],
        +                "type": "string"
        +              },
        +              "maxItems": 6,
        +              "type": "array"
        +            },
        +            "id": {
        +              "pattern": "^[a-zA-Z][a-zA-Z0-9_]{0,39}$",
        +              "type": "string"
        +            },
        +            "inputs": {
        +              "items": {
        +                "maxLength": 40,
        +                "type": "string"
        +              },
        +              "maxItems": 6,
        +              "type": "array"
        +            },
        +            "osmFeatures": {
        +              "items": {
        +                "additionalProperties": false,
        +                "properties": {
        +                  "filters": {
        +                    "items": {
        +                      "additionalProperties": false,
        +                      "properties": {
        +                        "key": {
        +                          "maxLength": 80,
        +                          "minLength": 1,
        +                          "pattern": "^[A-Za-z0-9_:.-]+$",
        +                          "type": "string"
        +                        },
        +                        "required": {
        +                          "type": "boolean"
        +                        },
        +                        "value": {
        +                          "anyOf": [
        +                            {
        +                              "maxLength": 160,
        +                              "type": "string"
        +                            },
        +                            {
        +                              "type": "null"
        +                            }
        +                          ]
        +                        }
        +                      },
        +                      "required": [
        +                        "key"
        +                      ],
        +                      "type": "object"
        +                    },
        +                    "maxItems": 6,
        +                    "type": "array"
        +                  },
        +                  "kind": {
        +                    "enum": [
        +                      "tagged",
        +                      "intersection"
        +                    ],
        +                    "type": "string"
        +                  },
        +                  "label": {
        +                    "maxLength": 120,
        +                    "minLength": 1,
        +                    "type": "string"
        +                  },
        +                  "numericFilters": {
        +                    "items": {
        +                      "additionalProperties": false,
        +                      "properties": {
        +                        "key": {
        +                          "maxLength": 80,
        +                          "minLength": 1,
        +                          "pattern": "^[A-Za-z0-9_:.-]+$",
        +                          "type": "string"
        +                        },
        +                        "maximum": {
        +                          "type": [
        +                            "number",
        +                            "null"
        +                          ]
        +                        },
        +                        "minimum": {
        +                          "type": [
        +                            "number",
        +                            "null"
        +                          ]
        +                        }
        +                      },
        +                      "required": [
        +                        "key"
        +                      ],
        +                      "type": "object"
        +                    },
        +                    "maxItems": 4,
        +                    "type": "array"
        +                  },
        +                  "proximityMeters": {
        +                    "maximum": 500,
        +                    "minimum": 0,
        +                    "type": "integer"
        +                  }
        +                },
        +                "required": [
        +                  "label"
        +                ],
        +                "type": "object"
        +              },
        +              "maxItems": 6,
        +              "type": "array"
        +            },
        +            "queries": {
        +              "items": {
        +                "maxLength": 200,
        +                "minLength": 1,
        +                "type": "string"
        +              },
        +              "maxItems": 4,
        +              "type": "array"
        +            },
        +            "tool": {
        +              "enum": [
        +                "search_places",
        +                "search_geography",
        +                "search_features",
        +                "sample_geography",
        +                "feature_points",
        +                "filter_geography",
        +                "filter_features",
        +                "union",
        +                "intersection",
        +                "area_imagery",
        +                "collect_images",
        +                "score_images",
        +                "rank_results"
        +              ],
        +              "type": "string"
        +            },
        +            "visualIntent": {
        +              "maxLength": 1000,
        +              "type": "string"
        +            },
        +            "weights": {
        +              "items": {
        +                "maximum": 4,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "maxItems": 6,
        +              "type": "array"
        +            }
        +          },
        +          "required": [
        +            "id",
        +            "tool"
        +          ],
        +          "type": "object"
        +        },
        +        "maxItems": 24,
        +        "minItems": 1,
        +        "type": "array"
        +      }
        +    },
        +    "required": [
        +      "steps",
        +      "output"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "type": "null"
        +  }
        +]
      • changedInput schema / properties / searchProgram / description
        Previous value: -"Validated data-flow program over small search/spatial/set tools. Leave all other target/spatial fields empty; global center/radius/styles are shared. Up to 24 steps and 8 source queries."New value: +"Validated data-flow program over search/spatial/set, collect_images, score_images and rank_results tools. Leave all other target/spatial fields empty; global center/radius/styles are shared. Up to 24 steps and 8 source queries."
  5. 1 tool update
    • Changeddiscover_photo_spots11 fields changed
      • addedInput schema / properties / featureCombination
        Added value: +{
        +  "description": "AND/all or OR/any across OSM feature requirements; default all.",
        +  "enum": [
        +    "all",
        +    "any"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / geographicCombination
        Added value: +{
        +  "description": "AND/all or OR/any across geographic requirements; default all.",
        +  "enum": [
        +    "all",
        +    "any"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / geographicKinds / description
        Previous value: -"Spatial requirements; multiple entries must all hold."New value: +"Spatial requirements; combination is controlled by geographicCombination."
      • changedInput schema / properties / osmFeatures / description
        Previous value: -"OSM physical features and attributes; simultaneous nearby requirements. Tagged features use exact/existence filters; intersections use road topology."New value: +"OSM physical features and attributes; combined using featureCombination. Tagged features use exact/existence filters; intersections use road topology."
      • addedInput schema / properties / osmFeatures / items / $ref
        Added value: +"#/properties/searchProgram/anyOf/0/properties/steps/items/properties/osmFeatures/items"
      • removedInput schema / properties / osmFeatures / items / additionalProperties
        Removed value: -false
      • removedInput schema / properties / osmFeatures / items / properties
        Removed value: -{
        -  "filters": {
        -    "items": {
        -      "additionalProperties": false,
        -      "properties": {
        -        "key": {
        -          "maxLength": 80,
        -          "minLength": 1,
        -          "pattern": "^[A-Za-z0-9_:.-]+$",
        -          "type": "string"
        -        },
        -        "required": {
        -          "type": "boolean"
        -        },
        -        "value": {
        -          "anyOf": [
        -            {
        -              "maxLength": 160,
        -              "type": "string"
        -            },
        -            {
        -              "type": "null"
        -            }
        -          ]
        -        }
        -      },
        -      "required": [
        -        "key"
        -      ],
        -      "type": "object"
        -    },
        -    "maxItems": 6,
        -    "type": "array"
        -  },
        -  "kind": {
        -    "enum": [
        -      "tagged",
        -      "intersection"
        -    ],
        -    "type": "string"
        -  },
        -  "label": {
        -    "maxLength": 120,
        -    "minLength": 1,
        -    "type": "string"
        -  },
        -  "numericFilters": {
        -    "items": {
        -      "additionalProperties": false,
        -      "properties": {
        -        "key": {
        -          "maxLength": 80,
        -          "minLength": 1,
        -          "pattern": "^[A-Za-z0-9_:.-]+$",
        -          "type": "string"
        -        },
        -        "maximum": {
        -          "type": [
        -            "number",
        -            "null"
        -          ]
        -        },
        -        "minimum": {
        -          "type": [
        -            "number",
        -            "null"
        -          ]
        -        }
        -      },
        -      "required": [
        -        "key"
        -      ],
        -      "type": "object"
        -    },
        -    "maxItems": 4,
        -    "type": "array"
        -  },
        -  "proximityMeters": {
        -    "maximum": 500,
        -    "minimum": 0,
        -    "type": "integer"
        -  }
        -}
      • removedInput schema / properties / osmFeatures / items / required
        Removed value: -[
        -  "label"
        -]
      • removedInput schema / properties / osmFeatures / items / type
        Removed value: -"object"
      • addedInput schema / properties / searchBranches
        Added value: +{
        +  "description": "OR across independently constrained target groups; AND between target, geography and features inside a group. When set, leave top-level poiQueries/geographicKinds/osmFeatures empty.",
        +  "items": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "featureCombination": {
        +        "enum": [
        +          "all",
        +          "any"
        +        ],
        +        "type": "string"
        +      },
        +      "geographicCombination": {
        +        "enum": [
        +          "all",
        +          "any"
        +        ],
        +        "type": "string"
        +      },
        +      "geographicKinds": {
        +        "items": {
        +          "enum": [
        +            "lake",
        +            "sea",
        +            "river",
        +            "peak",
        +            "forest",
        +            "waterside"
        +          ],
        +          "type": "string"
        +        },
        +        "maxItems": 6,
        +        "type": "array"
        +      },
        +      "osmFeatures": {
        +        "items": {
        +          "$ref": "#/properties/searchProgram/anyOf/0/properties/steps/items/properties/osmFeatures/items"
        +        },
        +        "maxItems": 6,
        +        "type": "array"
        +      },
        +      "poiQueries": {
        +        "items": {
        +          "maxLength": 200,
        +          "minLength": 1,
        +          "type": "string"
        +        },
        +        "maxItems": 4,
        +        "type": "array"
        +      },
        +      "visualIntent": {
        +        "maxLength": 1000,
        +        "type": "string"
        +      }
        +    },
        +    "type": "object"
        +  },
        +  "maxItems": 6,
        +  "type": "array"
        +}
      • addedInput schema / properties / searchProgram
        Added value: +{
        +  "anyOf": [
        +    {
        +      "additionalProperties": false,
        +      "properties": {
        +        "output": {
        +          "maxLength": 40,
        +          "minLength": 1,
        +          "type": "string"
        +        },
        +        "steps": {
        +          "items": {
        +            "additionalProperties": false,
        +            "properties": {
        +              "combination": {
        +                "enum": [
        +                  "all",
        +                  "any"
        +                ],
        +                "type": "string"
        +              },
        +              "discoveryHints": {
        +                "type": "boolean"
        +              },
        +              "exclude": {
        +                "type": "boolean"
        +              },
        +              "geographicKinds": {
        +                "items": {
        +                  "enum": [
        +                    "lake",
        +                    "sea",
        +                    "river",
        +                    "peak",
        +                    "forest",
        +                    "waterside"
        +                  ],
        +                  "type": "string"
        +                },
        +                "maxItems": 6,
        +                "type": "array"
        +              },
        +              "id": {
        +                "pattern": "^[a-zA-Z][a-zA-Z0-9_]{0,39}$",
        +                "type": "string"
        +              },
        +              "inputs": {
        +                "items": {
        +                  "maxLength": 40,
        +                  "type": "string"
        +                },
        +                "maxItems": 6,
        +                "type": "array"
        +              },
        +              "osmFeatures": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "filters": {
        +                      "items": {
        +                        "additionalProperties": false,
        +                        "properties": {
        +                          "key": {
        +                            "maxLength": 80,
        +                            "minLength": 1,
        +                            "pattern": "^[A-Za-z0-9_:.-]+$",
        +                            "type": "string"
        +                          },
        +                          "required": {
        +                            "type": "boolean"
        +                          },
        +                          "value": {
        +                            "anyOf": [
        +                              {
        +                                "maxLength": 160,
        +                                "type": "string"
        +                              },
        +                              {
        +                                "type": "null"
        +                              }
        +                            ]
        +                          }
        +                        },
        +                        "required": [
        +                          "key"
        +                        ],
        +                        "type": "object"
        +                      },
        +                      "maxItems": 6,
        +                      "type": "array"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "tagged",
        +                        "intersection"
        +                      ],
        +                      "type": "string"
        +                    },
        +                    "label": {
        +                      "maxLength": 120,
        +                      "minLength": 1,
        +                      "type": "string"
        +                    },
        +                    "numericFilters": {
        +                      "items": {
        +                        "additionalProperties": false,
        +                        "properties": {
        +                          "key": {
        +                            "maxLength": 80,
        +                            "minLength": 1,
        +                            "pattern": "^[A-Za-z0-9_:.-]+$",
        +                            "type": "string"
        +                          },
        +                          "maximum": {
        +                            "type": [
        +                              "number",
        +                              "null"
        +                            ]
        +                          },
        +                          "minimum": {
        +                            "type": [
        +                              "number",
        +                              "null"
        +                            ]
        +                          }
        +                        },
        +                        "required": [
        +                          "key"
        +                        ],
        +                        "type": "object"
        +                      },
        +                      "maxItems": 4,
        +                      "type": "array"
        +                    },
        +                    "proximityMeters": {
        +                      "maximum": 500,
        +                      "minimum": 0,
        +                      "type": "integer"
        +                    }
        +                  },
        +                  "required": [
        +                    "label"
        +                  ],
        +                  "type": "object"
        +                },
        +                "maxItems": 6,
        +                "type": "array"
        +              },
        +              "queries": {
        +                "items": {
        +                  "maxLength": 200,
        +                  "minLength": 1,
        +                  "type": "string"
        +                },
        +                "maxItems": 4,
        +                "type": "array"
        +              },
        +              "tool": {
        +                "enum": [
        +                  "search_places",
        +                  "search_geography",
        +                  "search_features",
        +                  "sample_geography",
        +                  "feature_points",
        +                  "filter_geography",
        +                  "filter_features",
        +                  "union",
        +                  "intersection",
        +                  "area_imagery"
        +                ],
        +                "type": "string"
        +              },
        +              "visualIntent": {
        +                "maxLength": 1000,
        +                "type": "string"
        +              },
        +              "weights": {
        +                "items": {
        +                  "maximum": 4,
        +                  "minimum": 1,
        +                  "type": "integer"
        +                },
        +                "maxItems": 6,
        +                "type": "array"
        +              }
        +            },
        +            "required": [
        +              "id",
        +              "tool"
        +            ],
        +            "type": "object"
        +          },
        +          "maxItems": 24,
        +          "minItems": 1,
        +          "type": "array"
        +        }
        +      },
        +      "required": [
        +        "steps",
        +        "output"
        +      ],
        +      "type": "object"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "description": "Validated data-flow program over small search/spatial/set tools. Leave all other target/spatial fields empty; global center/radius/styles are shared. Up to 24 steps and 8 source queries."
        +}
  6. 1 tool update
    • Changeddiscover_photo_spots1 field changed
      • addedInput schema / properties / osmFeatures
        Added value: +{
        +  "description": "OSM physical features and attributes; simultaneous nearby requirements. Tagged features use exact/existence filters; intersections use road topology.",
        +  "items": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "filters": {
        +        "items": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "key": {
        +              "maxLength": 80,
        +              "minLength": 1,
        +              "pattern": "^[A-Za-z0-9_:.-]+$",
        +              "type": "string"
        +            },
        +            "required": {
        +              "type": "boolean"
        +            },
        +            "value": {
        +              "anyOf": [
        +                {
        +                  "maxLength": 160,
        +                  "type": "string"
        +                },
        +                {
        +                  "type": "null"
        +                }
        +              ]
        +            }
        +          },
        +          "required": [
        +            "key"
        +          ],
        +          "type": "object"
        +        },
        +        "maxItems": 6,
        +        "type": "array"
        +      },
        +      "kind": {
        +        "enum": [
        +          "tagged",
        +          "intersection"
        +        ],
        +        "type": "string"
        +      },
        +      "label": {
        +        "maxLength": 120,
        +        "minLength": 1,
        +        "type": "string"
        +      },
        +      "numericFilters": {
        +        "items": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "key": {
        +              "maxLength": 80,
        +              "minLength": 1,
        +              "pattern": "^[A-Za-z0-9_:.-]+$",
        +              "type": "string"
        +            },
        +            "maximum": {
        +              "type": [
        +                "number",
        +                "null"
        +              ]
        +            },
        +            "minimum": {
        +              "type": [
        +                "number",
        +                "null"
        +              ]
        +            }
        +          },
        +          "required": [
        +            "key"
        +          ],
        +          "type": "object"
        +        },
        +        "maxItems": 4,
        +        "type": "array"
        +      },
        +      "proximityMeters": {
        +        "maximum": 500,
        +        "minimum": 0,
        +        "type": "integer"
        +      }
        +    },
        +    "required": [
        +      "label"
        +    ],
        +    "type": "object"
        +  },
        +  "maxItems": 6,
        +  "type": "array"
        +}
  7. 1 tool update
    • Changeddiscover_photo_spots5 fields changed
      • addedInput schema / properties / geographicKinds
        Added value: +{
        +  "description": "Spatial requirements; multiple entries must all hold.",
        +  "items": {
        +    "enum": [
        +      "lake",
        +      "sea",
        +      "river",
        +      "peak",
        +      "forest",
        +      "waterside"
        +    ],
        +    "type": "string"
        +  },
        +  "maxItems": 6,
        +  "type": "array"
        +}
      • changedInput schema / properties / limit / description
        Previous value: -"Number of top-ranked photo spots; default 3. All scored POIs remain in poiResults."New value: +"Deprecated compatibility field; ignored. All verified matching places are returned."
      • addedInput schema / properties / poiQueries
        Added value: +{
        +  "description": "Arbitrary POI categories or business names, e.g. coffee shops.",
        +  "items": {
        +    "maxLength": 200,
        +    "minLength": 1,
        +    "type": "string"
        +  },
        +  "maxItems": 4,
        +  "type": "array"
        +}
      • addedInput schema / properties / query
        Added value: +{
        +  "description": "Natural-language request. Explicit text overrides conflicting structured parameters.",
        +  "maxLength": 1000,
        +  "type": "string"
        +}
      • addedInput schema / properties / scoringIntent
        Added value: +{
        +  "description": "Visual subject, style and requirements for matching and scoring.",
        +  "maxLength": 1000,
        +  "type": "string"
        +}
  8. 2 tool updates
    • First observeddiscover_photo_spots
    • First observedlist_photo_scout_prices

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