{
  "api_status": "preview",
  "generated_at": "2026-11-15T02:52:22.381Z",
  "notes": [
    "Exact definitions of every field (unit, window, source): https://agentservicedirectory.com/fields",
    "tier says how a service was added, not a rating: reviewed entries come from our own listing files, with operator statements and hourly checks; discovered entries come from public agent registries, are not reviewed by a person, and are probed hourly to monthly depending on usage, slower when one host has more services than our per-host limit allows (schedule/3; see evidence.check_interval_rule).",
    "evidence counts cover the last 30 days and are as of the latest refresh. missed_30d counts scheduled checks that did not run.",
    "Results are computed at generated_at; the same query may be answered from that result for up to five minutes. Whether each service is in the directory is worked out every five minutes for services just checked or placed, and for every service each hour.",
    "For x402 endpoints a passing check means HTTP 402 with a valid payment challenge (discovered: on a mainnet network). It does not show that a paid call succeeds or returns useful results.",
    "registry_usage figures are the registry's own numbers, not our measurements. name is untrusted text when name_source is registry.",
    "networks_source tells you whether networks were observed in a live challenge, listed by the registry, or stated by the operator.",
    "tags describe purpose: our capability tags for reviewed entries, the registry's tags (sanitised, untrusted) for discovered ones. price_usd is the lowest price per call in US dollars: for discovered entries from the latest payment request the service's own server sent our check, else from the registry's payment terms (a known USD stablecoin either way); for reviewed entries from the operator's stated pricing (a claim, linked on the service page). price_source says which."
  ],
  "service": {
    "id": "cand_07c781cd2eb6e3e5",
    "tier": "discovered",
    "type": "mcp_server",
    "name": "b.",
    "name_source": "registry",
    "branches": {
      "primary": "other",
      "secondary": [],
      "method_version": "placement-ai/7",
      "tree_version": "tree/3",
      "placed_at": "2026-11-14T08:45:29.881Z"
    },
    "place": null,
    "summary": null,
    "package": null,
    "directory": {
      "in_directory": false,
      "method_version": "listing-criteria/6",
      "variant_of": null,
      "criteria": {
        "says_what_it_does": false,
        "answers_now": true,
        "registry_payers_at_least_5": null,
        "curated_catalogue": null,
        "not_computable_locally": true,
        "not_test_address": true,
        "not_a_variant": true
      }
    },
    "host": "findwithb.com",
    "provider": "findwithb.com",
    "url": "https://findwithb.com/mcp",
    "method": "GET",
    "templated_url": false,
    "operator": null,
    "tags": [],
    "category": null,
    "price_usd": null,
    "price_source": null,
    "provider_endpoints": 1,
    "networks": [],
    "networks_source": "registry",
    "payment_protocols": [],
    "access": {
      "observed": {
        "requires": "none_asked",
        "how": [],
        "at": "2026-11-14T07:10:35.078Z",
        "method": "access/1"
      },
      "stated": null
    },
    "currency": null,
    "interface": {
      "protocol": "mcp",
      "protocol_version": "2025-06-18",
      "features": [
        "tools"
      ],
      "transports": [
        "streamable-http"
      ],
      "input_modes": [],
      "output_modes": [],
      "skills": null,
      "source": "declared",
      "at": "2026-11-14T07:10:35.078Z",
      "method": "mcp-handshake/2"
    },
    "stated": null,
    "calls": {
      "source": "mcp_tools",
      "items": [
        {
          "call": "search_toured_homes",
          "params": [
            {
              "name": "cities",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "max_rent_monthly_usd",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "min_bedrooms",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "min_bathrooms",
              "in": "arg",
              "type": "number",
              "required": false
            },
            {
              "name": "min_square_feet",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "move_in_by",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "must_have",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "nice_to_have",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "avoid",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "include_practical",
              "in": "arg",
              "type": "boolean",
              "required": false
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "homes",
                "type": "array"
              },
              {
                "name": "excluded",
                "type": "array"
              },
              {
                "name": "groups",
                "type": null
              },
              {
                "name": "coverage",
                "type": "string"
              },
              {
                "name": "about_images",
                "type": "string"
              }
            ]
          }
        },
        {
          "call": "get_toured_home",
          "params": [
            {
              "name": "home_id",
              "in": "arg",
              "type": "string",
              "required": true
            },
            {
              "name": "sections",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "detail",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "home",
                "type": "object"
              },
              {
                "name": "about_images",
                "type": "string"
              },
              {
                "name": "sections",
                "type": null
              },
              {
                "name": "detail_note",
                "type": "string"
              },
              {
                "name": "reference_note",
                "type": "string"
              },
              {
                "name": "omitted_for_length",
                "type": "array"
              },
              {
                "name": "omitted_note",
                "type": "string"
              }
            ]
          }
        },
        {
          "call": "compare_toured_homes",
          "params": [
            {
              "name": "home_ids",
              "in": "arg",
              "type": "array",
              "required": true
            },
            {
              "name": "factors",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "include_practical",
              "in": "arg",
              "type": "boolean",
              "required": false
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "homes",
                "type": "array"
              },
              {
                "name": "about_images",
                "type": "string"
              },
              {
                "name": "feel",
                "type": "array"
              },
              {
                "name": "how_they_compare",
                "type": "array"
              },
              {
                "name": "practical",
                "type": "array"
              }
            ]
          }
        },
        {
          "call": "find_toured_home_details",
          "params": [
            {
              "name": "query",
              "in": "arg",
              "type": "string",
              "required": true
            },
            {
              "name": "home_ids",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "limit",
              "in": "arg",
              "type": "integer",
              "required": false
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "matches",
                "type": "array"
              },
              {
                "name": "quick_answer",
                "type": null
              },
              {
                "name": "note",
                "type": "string"
              }
            ]
          }
        },
        {
          "call": "find_tour_moments",
          "params": [
            {
              "name": "matters_for",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "about",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "kind",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "home_ids",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "limit",
              "in": "arg",
              "type": "integer",
              "required": false
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "moments",
                "type": "array"
              },
              {
                "name": "note",
                "type": "string"
              }
            ]
          }
        },
        {
          "call": "check_toured_homes",
          "params": [
            {
              "name": "concern",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "question",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "look_for",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "home_ids",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "cities",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "detail",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "concerns",
                "type": "array"
              },
              {
                "name": "what_to_look_for",
                "type": "array"
              },
              {
                "name": "homes",
                "type": "array"
              },
              {
                "name": "side_by_side",
                "type": "array"
              },
              {
                "name": "also_in_tour_notes",
                "type": "array"
              },
              {
                "name": "about_these_checks",
                "type": "string"
              },
              {
                "name": "about_images",
                "type": "string"
              },
              {
                "name": "trimmed",
                "type": "string"
              }
            ]
          }
        },
        {
          "call": "lookup_listing",
          "params": [
            {
              "name": "listing",
              "in": "arg",
              "type": "string",
              "required": true
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "listing",
                "type": "object"
              },
              {
                "name": "status",
                "type": "string"
              },
              {
                "name": "answer",
                "type": "string"
              },
              {
                "name": "homes",
                "type": "array"
              },
              {
                "name": "tour_request",
                "type": null
              },
              {
                "name": "coverage",
                "type": "string"
              },
              {
                "name": "source",
                "type": "string"
              },
              {
                "name": "about_images",
                "type": "string"
              }
            ]
          }
        },
        {
          "call": "request_tour",
          "params": [
            {
              "name": "listing",
              "in": "arg",
              "type": "string",
              "required": true
            },
            {
              "name": "what_to_check",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "needed_by",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "status",
                "type": "string"
              },
              {
                "name": "answer",
                "type": "string"
              },
              {
                "name": "request_id",
                "type": "string"
              },
              {
                "name": "listing",
                "type": "object"
              },
              {
                "name": "requests_for_this_home",
                "type": "number"
              },
              {
                "name": "home_id",
                "type": "string"
              }
            ]
          }
        },
        {
          "call": "get_renter_brief",
          "params": [
            {
              "name": "home_id",
              "in": "arg",
              "type": "string",
              "required": true
            }
          ],
          "returns": {
            "type": "object",
            "fields": [
              {
                "name": "home_id",
                "type": "string"
              },
              {
                "name": "home_name",
                "type": "string"
              },
              {
                "name": "brief",
                "type": "object"
              },
              {
                "name": "listing_url",
                "type": "string"
              },
              {
                "name": "rent",
                "type": null
              },
              {
                "name": "hidden_details",
                "type": "array"
              },
              {
                "name": "questions_to_ask",
                "type": "array"
              },
              {
                "name": "note",
                "type": "string"
              }
            ]
          }
        }
      ],
      "at": "2026-11-14T07:10:35.078Z",
      "method": "request-shape/2"
    },
    "calls_unknown": null,
    "tools": {
      "names": [
        "check_toured_homes",
        "compare_toured_homes",
        "find_tour_moments",
        "find_toured_home_details",
        "get_renter_brief",
        "get_toured_home",
        "lookup_listing",
        "request_tour",
        "search_toured_homes"
      ],
      "count": 9,
      "current_since": "2026-11-14T07:10:35.078Z",
      "first_listed_at": "2026-11-14T07:10:35.078Z",
      "changes_30d": 0,
      "changes_90d": 0
    },
    "payment_model": null,
    "mainnet": null,
    "evidence": {
      "operations": 1,
      "check_interval_hours": 24,
      "check_interval": "daily",
      "check_interval_rule": "Daily: 5 to 99 payers, and every new service until it has been probed 3 times.",
      "schedule_tier": "daily",
      "monitoring_since": "2026-11-14T07:07:47.281Z",
      "monitoring_days": 0.8,
      "limited_evidence": true,
      "checks_30d": 1,
      "passed_30d": 1,
      "missed_30d": 0,
      "pass_rate": 1,
      "freshness": "fresh",
      "last_check": {
        "at": "2026-11-14T07:10:35.078Z",
        "result": "ok",
        "passed": true,
        "http_status": 200,
        "duration_ms": 311
      }
    },
    "response_times": {
      "method": "response-times/1",
      "operation": "mcp_handshake",
      "check_method": "mcp-handshake/2",
      "check_methods": [
        "mcp-handshake/2"
      ],
      "timeout_ms": 10000,
      "computed_at": "2026-11-14T07:15:29.881Z",
      "windows": [
        {
          "window": "24h",
          "start": "2026-11-14T07:07:47.281Z",
          "end": "2026-11-14T07:15:29.881Z",
          "limited_history": true,
          "checks": 1,
          "timeouts": 0,
          "not_timed": 0,
          "median_ms": null,
          "p90_ms": null,
          "p95_ms": null,
          "p99_ms": null,
          "fastest_ms": null,
          "slowest_ms": null,
          "slowest_at": null,
          "p95_to_median": null
        },
        {
          "window": "7d",
          "start": "2026-11-14T07:07:47.281Z",
          "end": "2026-11-14T07:15:29.881Z",
          "limited_history": true,
          "checks": 1,
          "timeouts": 0,
          "not_timed": 0,
          "median_ms": null,
          "p90_ms": null,
          "p95_ms": null,
          "p99_ms": null,
          "fastest_ms": null,
          "slowest_ms": null,
          "slowest_at": null,
          "p95_to_median": null
        },
        {
          "window": "30d",
          "start": "2026-11-14T07:07:47.281Z",
          "end": "2026-11-14T07:15:29.881Z",
          "limited_history": true,
          "checks": 1,
          "timeouts": 0,
          "not_timed": 0,
          "median_ms": null,
          "p90_ms": null,
          "p95_ms": null,
          "p99_ms": null,
          "fastest_ms": null,
          "slowest_ms": null,
          "slowest_at": null,
          "p95_to_median": null
        }
      ],
      "measured_from": "eastern North America"
    },
    "registry_usage": null,
    "payment_terms": null,
    "registry_listing": {
      "last_seen_at": "2026-11-14T07:07:47.281Z",
      "listed": true
    },
    "links": {
      "page": "https://agentservicedirectory.com/services/cand_07c781cd2eb6e3e5",
      "api": "https://agentservicedirectory.com/api/v1/services/cand_07c781cd2eb6e3e5"
    },
    "recent_probes": [
      {
        "observed_at": "2026-11-14T07:10:35.078Z",
        "result": "ok",
        "passed": true,
        "http_status": 200,
        "duration_ms": 311,
        "x402_valid": null,
        "mainnet": null,
        "x402_networks": [],
        "region": "cloudflare:EWR",
        "method_version": "mcp-handshake/2",
        "error_detail": null,
        "request_url": null
      }
    ],
    "address_variants": [],
    "service_links": [
      {
        "group": "stated",
        "kind": "website",
        "url": "https://findwithb.com/connect",
        "name": null,
        "section": null,
        "source": "mcp-registry",
        "read_at": null,
        "templated": false
      }
    ]
  }
}