{
  "api_status": "preview",
  "generated_at": "2026-10-23T04:41:04.106Z",
  "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 (schedule/1; see evidence.schedule_tier).",
    "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_10b1f5fa40c1e920",
    "tier": "discovered",
    "type": "mcp_server",
    "name": "ESQ CoPilot Matching Engine",
    "name_source": "registry",
    "branches": {
      "primary": "places/local-data/business-listings",
      "secondary": [],
      "method_version": "placement-ai/6",
      "tree_version": "tree/3",
      "placed_at": "2026-10-22T03:45:29.881Z"
    },
    "place": {
      "id": "places/local-data/business-listings",
      "name": "Find local businesses and professionals",
      "description": "Businesses, firms and practitioners by place or speciality, with details, hours and reviews."
    },
    "summary": {
      "text": "Finds, compares and contacts licensed US lawyers from public bar data.",
      "source": "automated",
      "method": "placement-ai/6",
      "written_at": "2026-10-22T03:45:29.881Z"
    },
    "package": null,
    "directory": {
      "in_directory": true,
      "method_version": "listing-criteria/6",
      "variant_of": null,
      "criteria": {
        "says_what_it_does": true,
        "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": "match.esqcopilot.com",
    "provider": "esqcopilot.com",
    "url": "https://match.esqcopilot.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": "2026-10-23T02:15:56.980Z",
        "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": "2026-10-23T02:15:56.980Z",
      "method": "mcp-handshake/2"
    },
    "calls": {
      "source": "mcp_tools",
      "items": [
        {
          "call": "get_matching_requirements",
          "params": [
            {
              "name": "description",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "practice_area",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "subpractice_area",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "matter_type",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "category",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "procedural_stage",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "client_side",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "service_needed",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "state",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "county",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "city",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "zip",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "court",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "remote_ok",
              "in": "arg",
              "type": "boolean",
              "required": false
            },
            {
              "name": "urgency",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ]
        },
        {
          "call": "find_attorneys",
          "params": [
            {
              "name": "description",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "practice_area",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "subpractice_area",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "matter_type",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "category",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "procedural_stage",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "client_side",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "service_needed",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "state",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "county",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "city",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "zip",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "court",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "remote_ok",
              "in": "arg",
              "type": "boolean",
              "required": false
            },
            {
              "name": "urgency",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ]
        },
        {
          "call": "compare_attorneys",
          "params": [
            {
              "name": "attorney_ids",
              "in": "arg",
              "type": "array",
              "required": true
            },
            {
              "name": "match_id",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "priorities",
              "in": "arg",
              "type": "array",
              "required": false
            },
            {
              "name": "criteria",
              "in": "arg",
              "type": "array",
              "required": false
            }
          ]
        },
        {
          "call": "estimate_legal_cost",
          "params": [
            {
              "name": "practice_area",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "description",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "state",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "scope",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "billing_preference",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "budget_max",
              "in": "arg",
              "type": "number",
              "required": false
            },
            {
              "name": "attorney_id",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ]
        },
        {
          "call": "check_attorney_availability",
          "params": [
            {
              "name": "attorney_ids",
              "in": "arg",
              "type": "array",
              "required": true
            },
            {
              "name": "wanted_by",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "time_zone",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "appointment_type",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ]
        },
        {
          "call": "get_attorney_profile",
          "params": [
            {
              "name": "attorney_id",
              "in": "arg",
              "type": "string",
              "required": true
            }
          ]
        },
        {
          "call": "request_attorney_introduction",
          "params": [
            {
              "name": "attorney_id",
              "in": "arg",
              "type": "string",
              "required": true
            },
            {
              "name": "match_id",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "practice_area",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "state",
              "in": "arg",
              "type": "string",
              "required": true
            },
            {
              "name": "contact",
              "in": "arg",
              "type": "object",
              "required": true
            },
            {
              "name": "matter_summary",
              "in": "arg",
              "type": "string",
              "required": true
            },
            {
              "name": "preferred_contact_method",
              "in": "arg",
              "type": "string",
              "required": true
            },
            {
              "name": "preferred_timeframe",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "consent",
              "in": "arg",
              "type": "object",
              "required": true
            },
            {
              "name": "idempotency_key",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "attribution_token",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ]
        },
        {
          "call": "get_referral_status",
          "params": [
            {
              "name": "referral_id",
              "in": "arg",
              "type": "string",
              "required": true
            },
            {
              "name": "status_token",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ]
        },
        {
          "call": "update_matching_preferences",
          "params": [
            {
              "name": "preference_set_id",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "criteria",
              "in": "arg",
              "type": "object",
              "required": true
            },
            {
              "name": "clear_fields",
              "in": "arg",
              "type": "array",
              "required": false
            }
          ]
        },
        {
          "call": "submit_matching_feedback",
          "params": [
            {
              "name": "match_id",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "referral_id",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "status_token",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "relevance",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "responsiveness",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "pricing_accuracy",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "availability_accuracy",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "satisfaction_match",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "satisfaction_process",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "satisfaction_attorney",
              "in": "arg",
              "type": "integer",
              "required": false
            },
            {
              "name": "retained",
              "in": "arg",
              "type": "string",
              "required": false
            },
            {
              "name": "comment",
              "in": "arg",
              "type": "string",
              "required": false
            }
          ]
        }
      ],
      "at": "2026-10-23T02:15:56.980Z",
      "method": "request-shape/1"
    },
    "tools": {
      "names": [
        "check_attorney_availability",
        "compare_attorneys",
        "estimate_legal_cost",
        "find_attorneys",
        "get_attorney_profile",
        "get_matching_requirements",
        "get_referral_status",
        "request_attorney_introduction",
        "submit_matching_feedback",
        "update_matching_preferences"
      ],
      "count": 10,
      "current_since": "2026-10-23T02:15:56.980Z",
      "first_listed_at": "2026-10-22T02:10:56.298Z",
      "changes_30d": 1,
      "changes_90d": 1
    },
    "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": "2026-10-22T02:07:50.459Z",
      "monitoring_days": 1.1,
      "limited_evidence": true,
      "checks_30d": 2,
      "passed_30d": 2,
      "missed_30d": 0,
      "pass_rate": 1,
      "freshness": "fresh",
      "last_check": {
        "at": "2026-10-23T02:15:56.980Z",
        "result": "ok",
        "passed": true,
        "http_status": 200,
        "duration_ms": 158
      }
    },
    "response_times": {
      "method": "response-times/1",
      "operation": "mcp_handshake",
      "check_method": "mcp-handshake/2",
      "check_methods": [
        "mcp-handshake/2"
      ],
      "timeout_ms": 10000,
      "computed_at": "2026-10-23T02:20:29.881Z",
      "windows": [
        {
          "window": "24h",
          "start": "2026-10-22T02:20:29.881Z",
          "end": "2026-10-23T02:20:29.881Z",
          "limited_history": false,
          "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": "2026-10-22T02:07:50.459Z",
          "end": "2026-10-23T02:20:29.881Z",
          "limited_history": true,
          "checks": 2,
          "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": "2026-10-22T02:07:50.459Z",
          "end": "2026-10-23T02:20:29.881Z",
          "limited_history": true,
          "checks": 2,
          "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": "2026-10-22T04:07:45.866Z",
      "listed": true
    },
    "links": {
      "page": "https://agentservicedirectory.com/services/cand_10b1f5fa40c1e920",
      "api": "https://agentservicedirectory.com/api/v1/services/cand_10b1f5fa40c1e920"
    },
    "recent_probes": [
      {
        "observed_at": "2026-10-23T02:15:56.980Z",
        "result": "ok",
        "passed": true,
        "http_status": 200,
        "duration_ms": 158,
        "x402_valid": null,
        "mainnet": null,
        "x402_networks": [],
        "region": "cloudflare:EWR",
        "method_version": "mcp-handshake/2",
        "error_detail": null
      },
      {
        "observed_at": "2026-10-22T02:10:56.298Z",
        "result": "ok",
        "passed": true,
        "http_status": 200,
        "duration_ms": 106,
        "x402_valid": null,
        "mainnet": null,
        "x402_networks": [],
        "region": "cloudflare:EWR",
        "method_version": "mcp-handshake/2",
        "error_detail": null
      }
    ],
    "address_variants": []
  }
}