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makememoneynomistakes.ai: ERC-8004 agent reputation and fraud checks

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Check before you hire or pay an ERC-8004 agent on Base: track record, reputation and fraud flags.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A3.7/5.0

Scored across 9 tools

Disambiguation4/5

Most tools have clearly distinct purposes: discovery (find_agent, find_services, list_agents), detail (check_agent), logs (bouncer_log), aggregates (stats), payment (buy_pass), user tracking (outcomes), and bulk export (export). There is minor overlap between export and bouncer_log/list_agents because export includes the log and agent data, but descriptions clarify the paid bulk vs. paginated/log-specific use cases.

Naming Consistency3/5

The set mixes conventions: several verb_noun names (check_agent, find_agent, find_services, list_agents, buy_pass), a bare verb (export), bare nouns (outcomes, stats), and a noun_noun name (bouncer_log). It remains readable, but the pattern is not predictable throughout.

Tool Count5/5

Nine tools is well-scoped for a read-only scoreboard with payments and user-specific tracking. Each tool earns its place by covering a distinct query, lookup, payment, or export need without obvious redundancy.

Completeness5/5

The read-only scoreboard domain is well covered: agent discovery by id/name/wallet, paginated boards, full scorecards, bouncer logs, aggregate stats, observed x402 services, user-tracked outcomes, bulk export, and payment access. No obvious lifecycle or query gap stands out for this domain.

Available Tools

9 tools
bouncer_logThe Bouncer's log
Read-only
Inspect

The fraud log for ERC-8004 agents on Base: hard and soft flags (self-hires, payment loops, shared funders, bursts, review farms) plus coordinated reviewer cohorts, newest first, with onchain receipts. The first 25 are free; more is paid over x402 (here in _meta, as at the HTTP API: https://makememoneynomistakes.ai/skill.md), or a call-bundle pass covers it.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoItems per page, 1 to 100. Over 25 is a paid call (a pass covers it).

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

buy_passBuy a call bundleInspect

For heavy use, a call bundle: $1 in USDC on Base over x402 for 500 calls within 4 hours (pages past 25 cost 1, longer log pages 3, the export 25). Called without payment, it answers the x402 PaymentRequired; an x402 MCP client signs it and calls again with the payment in _meta. Then send the token as "Authorization: Bearer " on this MCP connection. No account, no refunds; unused calls expire.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

check_agentCheck an agent
Read-only
Inspect

Check before you hire or pay an ERC-8004 agent on Base: its track record and fraud check in one call. Returns the verdict (LEGIT, SUS or BOUNCED: honesty), a 0-100 score from paid escrow work and clean reviews (quality; null when bounced or no clean record), fraud flags with onchain receipts, and stats. Use it for due diligence before you delegate work, send an x402 payment or trust an agent's reviews. Read the verdict first. Takes an id (base:14516, moltlaunch:0x…); call find_agent first if you only have a name or a wallet. Free within the per-IP allowance.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesAgent id, e.g. base:14516 or moltlaunch:0x… (seed:… are test cases).
trackNoOpt in to an outcome link (needs a pass): records that your pass's wallet checked this agent, so the outcomes tool can later show your escrow jobs with it. Nothing else is stored.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

exportExport everything
Read-only
Inspect

Bulk reputation data for ERC-8004 agents on Base: every agent's scorecard plus the full Bouncer's log in one response (about 1 MB). Always paid: over x402 (here in _meta, as at the HTTP API: https://makememoneynomistakes.ai/skill.md), or a pass covers it for 25 calls.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

find_agentFind an agent
Read-only
Inspect

Find an ERC-8004 agent on Base by name, wallet address or part of its id, when you don't have its exact id: the first step of a reputation check. Up to 10 matches, best first, each with verdict, score and flag count; then call check_agent with the id for the full scorecard. Free within the per-IP allowance.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYesA name ("Osobot"), a wallet (0x followed by 40 hex characters) or part of an id ("base:145").

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

find_servicesFind paid x402 services
Read-only
Inspect

Before you pay an x402 service, see whether it belongs to an agent with a track record: paid x402 services we observed on Coinbase's x402 Bazaar, with coverage. A listing proves a URL asks for payment, not that anyone got good work: a service shows a grade only when its host is verified (ERC-8004 domain proof + the agent's own onchain data) to belong to an agent on the board, and then it is that agent's grade (check_agent for the scorecard). Everything else is ungraded with a reason. Filter by host, agent or coverage state. Free within the per-IP allowance. Live data only.

ParametersJSON Schema
NameRequiredDescriptionDefault
hostNoA host name, e.g. api.example.com.
agentNoAn agent id: the services verified as that agent's, e.g. base:14516.
limitNoItems per page, 1 to 50 (default 25).
stateNo
cursorNoThe previous page's next_cursor.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

list_agentsList agents
Read-only
Inspect

Compare ERC-8004 agents on Base by reputation: a page of agents with score, verdict, earnings and flag count. board: ranked (LEGIT, in rank order), rookies, or bouncer (SUS and BOUNCED). The first 25 without a cursor are free; more, or the next page, is paid over x402 (here in _meta, as at the HTTP API: https://makememoneynomistakes.ai/skill.md), or a call-bundle pass covers it.

ParametersJSON Schema
NameRequiredDescriptionDefault
boardNo
limitNoItems per page, 1 to 100. Over 25 is a paid call (a pass covers it).
cursorNoThe previous page's next_cursor.
verdictNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

outcomesMy outcome links
Read-only
Inspect

After you hire: for each agent you checked with track on, your escrow jobs with it since the check: no_hire_yet, in_progress, completed, disputed or refunded. Needs a pass. Free.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
linksYes
payerNo
statsBoard stats
Read-only
Inspect

Board-wide reputation numbers for ERC-8004 agents on Base over the 30-day window: agents scored, ranked, rookies, bounced, farm raters, share of reviews farmed. Free within the per-IP allowance.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

Tool Schema Changelog

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

  1. 3 tool updates
    • Changedcheck_agent1 field changed
      • changedOutput schema / anyOf
        Previous value: -[
        -  {
        -    "properties": {
        -      "agent": {
        -        "type": "string"
        -      },
        -      "as_of": {
        -        "type": "string"
        -      },
        -      "basis": {
        -        "type": "string"
        -      },
        -      "components": {
        -        "type": "object"
        -      },
        -      "description": {
        -        "description": "The agent's full self-description (paid calls only). Self-described, unverified.",
        -        "maxLength": 1000,
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "description_note": {
        -        "type": "string"
        -      },
        -      "description_preview": {
        -        "description": "First sentence of the agent's own description. Self-described, unverified.",
        -        "maxLength": 160,
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "flags": {
        -        "items": {
        -          "properties": {
        -            "evidence": {
        -              "type": "object"
        -            },
        -            "rule": {
        -              "type": "string"
        -            },
        -            "severity": {
        -              "enum": [
        -                "hard",
        -                "soft",
        -                "info"
        -              ],
        -              "type": "string"
        -            },
        -            "summary": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "rule",
        -            "severity",
        -            "summary"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "name": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "rank": {
        -        "type": [
        -          "integer",
        -          "null"
        -        ]
        -      },
        -      "rookie": {
        -        "type": "boolean"
        -      },
        -      "score": {
        -        "type": [
        -          "number",
        -          "null"
        -        ]
        -      },
        -      "stats": {
        -        "type": "object"
        -      },
        -      "verdict": {
        -        "enum": [
        -          "LEGIT",
        -          "SUS",
        -          "BOUNCED"
        -        ],
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "agent",
        -      "verdict",
        -      "score",
        -      "flags",
        -      "as_of"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "properties": {
        -      "accepts": {
        -        "items": {
        -          "properties": {
        -            "amount": {
        -              "type": "string"
        -            },
        -            "asset": {
        -              "type": "string"
        -            },
        -            "network": {
        -              "type": "string"
        -            },
        -            "payTo": {
        -              "type": "string"
        -            },
        -            "scheme": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "scheme",
        -            "network",
        -            "amount",
        -            "asset",
        -            "payTo"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "error": {
        -        "type": "string"
        -      },
        -      "resource": {
        -        "properties": {
        -          "url": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "url"
        -        ],
        -        "type": "object"
        -      },
        -      "x402Version": {
        -        "const": 2,
        -        "type": "integer"
        -      }
        -    },
        -    "required": [
        -      "x402Version",
        -      "accepts"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "properties": {
        +      "agent": {
        +        "type": "string"
        +      },
        +      "as_of": {
        +        "type": "string"
        +      },
        +      "basis": {
        +        "type": "string"
        +      },
        +      "components": {
        +        "type": "object"
        +      },
        +      "description": {
        +        "description": "Enhanced description combining research and available Bazaar claims (paid agent pages/export only).",
        +        "maxLength": 5000,
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "description_bazaar": {
        +        "description": "Paid only. Up to three matched Bazaar claims and provenance; first claim supplies the public preview.",
        +        "items": {
        +          "properties": {
        +            "description": {
        +              "type": "string"
        +            },
        +            "link_checked_at": {
        +              "type": "string"
        +            },
        +            "observed_at": {
        +              "type": "string"
        +            },
        +            "resource_key": {
        +              "type": "string"
        +            },
        +            "url": {
        +              "type": "string"
        +            }
        +          },
        +          "type": "object"
        +        },
        +        "maxItems": 3,
        +        "type": "array"
        +      },
        +      "description_note": {
        +        "description": "Free response only: paid-access note, or null when no enhanced profile exists.",
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "description_preview": {
        +        "description": "One sentence from a verified-linked Bazaar listing; provider claim, unverified. Never research text.",
        +        "maxLength": 160,
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "description_research": {
        +        "description": "Paid only. Supplied research findings, including identity caveats and their date; never scoring evidence.",
        +        "properties": {
        +          "agent_ref": {
        +            "type": "string"
        +          },
        +          "category": {
        +            "type": "string"
        +          },
        +          "checked_on": {
        +            "format": "date",
        +            "type": "string"
        +          },
        +          "confidence": {
        +            "enum": [
        +              "low",
        +              "medium",
        +              "high"
        +            ],
        +            "type": "string"
        +          },
        +          "identity_match": {
        +            "type": "string"
        +          },
        +          "links": {
        +            "items": {
        +              "type": "string"
        +            },
        +            "type": "array"
        +          },
        +          "self_description_check": {
        +            "type": "string"
        +          },
        +          "sources": {
        +            "items": {
        +              "type": "string"
        +            },
        +            "type": "array"
        +          },
        +          "status": {
        +            "type": "string"
        +          },
        +          "summary": {
        +            "type": "string"
        +          },
        +          "website": {
        +            "type": "string"
        +          }
        +        },
        +        "type": [
        +          "object",
        +          "null"
        +        ]
        +      },
        +      "flags": {
        +        "items": {
        +          "properties": {
        +            "evidence": {
        +              "type": "object"
        +            },
        +            "rule": {
        +              "type": "string"
        +            },
        +            "severity": {
        +              "enum": [
        +                "hard",
        +                "soft",
        +                "info"
        +              ],
        +              "type": "string"
        +            },
        +            "summary": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "rule",
        +            "severity",
        +            "summary"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "name": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "rank": {
        +        "type": [
        +          "integer",
        +          "null"
        +        ]
        +      },
        +      "rookie": {
        +        "type": "boolean"
        +      },
        +      "score": {
        +        "type": [
        +          "number",
        +          "null"
        +        ]
        +      },
        +      "stats": {
        +        "type": "object"
        +      },
        +      "verdict": {
        +        "enum": [
        +          "LEGIT",
        +          "SUS",
        +          "BOUNCED"
        +        ],
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "agent",
        +      "verdict",
        +      "score",
        +      "flags",
        +      "as_of"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "properties": {
        +      "accepts": {
        +        "items": {
        +          "properties": {
        +            "amount": {
        +              "type": "string"
        +            },
        +            "asset": {
        +              "type": "string"
        +            },
        +            "network": {
        +              "type": "string"
        +            },
        +            "payTo": {
        +              "type": "string"
        +            },
        +            "scheme": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "scheme",
        +            "network",
        +            "amount",
        +            "asset",
        +            "payTo"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "error": {
        +        "type": "string"
        +      },
        +      "resource": {
        +        "properties": {
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "x402Version": {
        +        "const": 2,
        +        "type": "integer"
        +      }
        +    },
        +    "required": [
        +      "x402Version",
        +      "accepts"
        +    ],
        +    "type": "object"
        +  }
        +]
    • Changedfind_agent1 field changed
      • changedOutput schema / anyOf
        Previous value: -[
        -  {
        -    "properties": {
        -      "as_of": {
        -        "type": "string"
        -      },
        -      "items": {
        -        "items": {
        -          "properties": {
        -            "description": {
        -              "description": "The agent's full self-description (paid calls only). Self-described, unverified.",
        -              "maxLength": 1000,
        -              "type": [
        -                "string",
        -                "null"
        -              ]
        -            },
        -            "description_preview": {
        -              "description": "First sentence of the agent's own description. Self-described, unverified.",
        -              "maxLength": 160,
        -              "type": [
        -                "string",
        -                "null"
        -              ]
        -            },
        -            "earned_eth_clean": {
        -              "type": "number"
        -            },
        -            "flags": {
        -              "type": "integer"
        -            },
        -            "id": {
        -              "type": "string"
        -            },
        -            "name": {
        -              "type": [
        -                "string",
        -                "null"
        -              ]
        -            },
        -            "rank": {
        -              "type": [
        -                "integer",
        -                "null"
        -              ]
        -            },
        -            "rookie": {
        -              "type": "boolean"
        -            },
        -            "score": {
        -              "type": [
        -                "number",
        -                "null"
        -              ]
        -            },
        -            "verdict": {
        -              "enum": [
        -                "LEGIT",
        -                "SUS",
        -                "BOUNCED"
        -              ],
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "id",
        -            "verdict",
        -            "score",
        -            "flags"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "next_cursor": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      }
        -    },
        -    "required": [
        -      "as_of",
        -      "items"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "properties": {
        -      "accepts": {
        -        "items": {
        -          "properties": {
        -            "amount": {
        -              "type": "string"
        -            },
        -            "asset": {
        -              "type": "string"
        -            },
        -            "network": {
        -              "type": "string"
        -            },
        -            "payTo": {
        -              "type": "string"
        -            },
        -            "scheme": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "scheme",
        -            "network",
        -            "amount",
        -            "asset",
        -            "payTo"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "error": {
        -        "type": "string"
        -      },
        -      "resource": {
        -        "properties": {
        -          "url": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "url"
        -        ],
        -        "type": "object"
        -      },
        -      "x402Version": {
        -        "const": 2,
        -        "type": "integer"
        -      }
        -    },
        -    "required": [
        -      "x402Version",
        -      "accepts"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "properties": {
        +      "as_of": {
        +        "type": "string"
        +      },
        +      "items": {
        +        "items": {
        +          "properties": {
        +            "description": {
        +              "description": "Enhanced description combining research and available Bazaar claims (paid agent pages/export only).",
        +              "maxLength": 5000,
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "description_bazaar": {
        +              "description": "Paid only. Up to three matched Bazaar claims and provenance; first claim supplies the public preview.",
        +              "items": {
        +                "properties": {
        +                  "description": {
        +                    "type": "string"
        +                  },
        +                  "link_checked_at": {
        +                    "type": "string"
        +                  },
        +                  "observed_at": {
        +                    "type": "string"
        +                  },
        +                  "resource_key": {
        +                    "type": "string"
        +                  },
        +                  "url": {
        +                    "type": "string"
        +                  }
        +                },
        +                "type": "object"
        +              },
        +              "maxItems": 3,
        +              "type": "array"
        +            },
        +            "description_note": {
        +              "description": "Free response only: paid-access note, or null when no enhanced profile exists.",
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "description_preview": {
        +              "description": "One sentence from a verified-linked Bazaar listing; provider claim, unverified. Never research text.",
        +              "maxLength": 160,
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "description_research": {
        +              "description": "Paid only. Supplied research findings, including identity caveats and their date; never scoring evidence.",
        +              "properties": {
        +                "agent_ref": {
        +                  "type": "string"
        +                },
        +                "category": {
        +                  "type": "string"
        +                },
        +                "checked_on": {
        +                  "format": "date",
        +                  "type": "string"
        +                },
        +                "confidence": {
        +                  "enum": [
        +                    "low",
        +                    "medium",
        +                    "high"
        +                  ],
        +                  "type": "string"
        +                },
        +                "identity_match": {
        +                  "type": "string"
        +                },
        +                "links": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "type": "array"
        +                },
        +                "self_description_check": {
        +                  "type": "string"
        +                },
        +                "sources": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "type": "array"
        +                },
        +                "status": {
        +                  "type": "string"
        +                },
        +                "summary": {
        +                  "type": "string"
        +                },
        +                "website": {
        +                  "type": "string"
        +                }
        +              },
        +              "type": [
        +                "object",
        +                "null"
        +              ]
        +            },
        +            "earned_eth_clean": {
        +              "type": "number"
        +            },
        +            "flags": {
        +              "type": "integer"
        +            },
        +            "id": {
        +              "type": "string"
        +            },
        +            "name": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "rank": {
        +              "type": [
        +                "integer",
        +                "null"
        +              ]
        +            },
        +            "rookie": {
        +              "type": "boolean"
        +            },
        +            "score": {
        +              "type": [
        +                "number",
        +                "null"
        +              ]
        +            },
        +            "verdict": {
        +              "enum": [
        +                "LEGIT",
        +                "SUS",
        +                "BOUNCED"
        +              ],
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "id",
        +            "verdict",
        +            "score",
        +            "flags"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "mode": {
        +        "type": "string"
        +      },
        +      "next_cursor": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      }
        +    },
        +    "required": [
        +      "as_of",
        +      "items"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "properties": {
        +      "accepts": {
        +        "items": {
        +          "properties": {
        +            "amount": {
        +              "type": "string"
        +            },
        +            "asset": {
        +              "type": "string"
        +            },
        +            "network": {
        +              "type": "string"
        +            },
        +            "payTo": {
        +              "type": "string"
        +            },
        +            "scheme": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "scheme",
        +            "network",
        +            "amount",
        +            "asset",
        +            "payTo"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "error": {
        +        "type": "string"
        +      },
        +      "resource": {
        +        "properties": {
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "x402Version": {
        +        "const": 2,
        +        "type": "integer"
        +      }
        +    },
        +    "required": [
        +      "x402Version",
        +      "accepts"
        +    ],
        +    "type": "object"
        +  }
        +]
    • Changedlist_agents1 field changed
      • changedOutput schema / anyOf
        Previous value: -[
        -  {
        -    "properties": {
        -      "as_of": {
        -        "type": "string"
        -      },
        -      "items": {
        -        "items": {
        -          "properties": {
        -            "description": {
        -              "description": "The agent's full self-description (paid calls only). Self-described, unverified.",
        -              "maxLength": 1000,
        -              "type": [
        -                "string",
        -                "null"
        -              ]
        -            },
        -            "description_preview": {
        -              "description": "First sentence of the agent's own description. Self-described, unverified.",
        -              "maxLength": 160,
        -              "type": [
        -                "string",
        -                "null"
        -              ]
        -            },
        -            "earned_eth_clean": {
        -              "type": "number"
        -            },
        -            "flags": {
        -              "type": "integer"
        -            },
        -            "id": {
        -              "type": "string"
        -            },
        -            "name": {
        -              "type": [
        -                "string",
        -                "null"
        -              ]
        -            },
        -            "rank": {
        -              "type": [
        -                "integer",
        -                "null"
        -              ]
        -            },
        -            "rookie": {
        -              "type": "boolean"
        -            },
        -            "score": {
        -              "type": [
        -                "number",
        -                "null"
        -              ]
        -            },
        -            "verdict": {
        -              "enum": [
        -                "LEGIT",
        -                "SUS",
        -                "BOUNCED"
        -              ],
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "id",
        -            "verdict",
        -            "score",
        -            "flags"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "next_cursor": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      }
        -    },
        -    "required": [
        -      "as_of",
        -      "items"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "properties": {
        -      "accepts": {
        -        "items": {
        -          "properties": {
        -            "amount": {
        -              "type": "string"
        -            },
        -            "asset": {
        -              "type": "string"
        -            },
        -            "network": {
        -              "type": "string"
        -            },
        -            "payTo": {
        -              "type": "string"
        -            },
        -            "scheme": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "scheme",
        -            "network",
        -            "amount",
        -            "asset",
        -            "payTo"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "error": {
        -        "type": "string"
        -      },
        -      "resource": {
        -        "properties": {
        -          "url": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "url"
        -        ],
        -        "type": "object"
        -      },
        -      "x402Version": {
        -        "const": 2,
        -        "type": "integer"
        -      }
        -    },
        -    "required": [
        -      "x402Version",
        -      "accepts"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "properties": {
        +      "as_of": {
        +        "type": "string"
        +      },
        +      "items": {
        +        "items": {
        +          "properties": {
        +            "description": {
        +              "description": "Enhanced description combining research and available Bazaar claims (paid agent pages/export only).",
        +              "maxLength": 5000,
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "description_bazaar": {
        +              "description": "Paid only. Up to three matched Bazaar claims and provenance; first claim supplies the public preview.",
        +              "items": {
        +                "properties": {
        +                  "description": {
        +                    "type": "string"
        +                  },
        +                  "link_checked_at": {
        +                    "type": "string"
        +                  },
        +                  "observed_at": {
        +                    "type": "string"
        +                  },
        +                  "resource_key": {
        +                    "type": "string"
        +                  },
        +                  "url": {
        +                    "type": "string"
        +                  }
        +                },
        +                "type": "object"
        +              },
        +              "maxItems": 3,
        +              "type": "array"
        +            },
        +            "description_note": {
        +              "description": "Free response only: paid-access note, or null when no enhanced profile exists.",
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "description_preview": {
        +              "description": "One sentence from a verified-linked Bazaar listing; provider claim, unverified. Never research text.",
        +              "maxLength": 160,
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "description_research": {
        +              "description": "Paid only. Supplied research findings, including identity caveats and their date; never scoring evidence.",
        +              "properties": {
        +                "agent_ref": {
        +                  "type": "string"
        +                },
        +                "category": {
        +                  "type": "string"
        +                },
        +                "checked_on": {
        +                  "format": "date",
        +                  "type": "string"
        +                },
        +                "confidence": {
        +                  "enum": [
        +                    "low",
        +                    "medium",
        +                    "high"
        +                  ],
        +                  "type": "string"
        +                },
        +                "identity_match": {
        +                  "type": "string"
        +                },
        +                "links": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "type": "array"
        +                },
        +                "self_description_check": {
        +                  "type": "string"
        +                },
        +                "sources": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "type": "array"
        +                },
        +                "status": {
        +                  "type": "string"
        +                },
        +                "summary": {
        +                  "type": "string"
        +                },
        +                "website": {
        +                  "type": "string"
        +                }
        +              },
        +              "type": [
        +                "object",
        +                "null"
        +              ]
        +            },
        +            "earned_eth_clean": {
        +              "type": "number"
        +            },
        +            "flags": {
        +              "type": "integer"
        +            },
        +            "id": {
        +              "type": "string"
        +            },
        +            "name": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "rank": {
        +              "type": [
        +                "integer",
        +                "null"
        +              ]
        +            },
        +            "rookie": {
        +              "type": "boolean"
        +            },
        +            "score": {
        +              "type": [
        +                "number",
        +                "null"
        +              ]
        +            },
        +            "verdict": {
        +              "enum": [
        +                "LEGIT",
        +                "SUS",
        +                "BOUNCED"
        +              ],
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "id",
        +            "verdict",
        +            "score",
        +            "flags"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "mode": {
        +        "type": "string"
        +      },
        +      "next_cursor": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      }
        +    },
        +    "required": [
        +      "as_of",
        +      "items"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "properties": {
        +      "accepts": {
        +        "items": {
        +          "properties": {
        +            "amount": {
        +              "type": "string"
        +            },
        +            "asset": {
        +              "type": "string"
        +            },
        +            "network": {
        +              "type": "string"
        +            },
        +            "payTo": {
        +              "type": "string"
        +            },
        +            "scheme": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "scheme",
        +            "network",
        +            "amount",
        +            "asset",
        +            "payTo"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "error": {
        +        "type": "string"
        +      },
        +      "resource": {
        +        "properties": {
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "x402Version": {
        +        "const": 2,
        +        "type": "integer"
        +      }
        +    },
        +    "required": [
        +      "x402Version",
        +      "accepts"
        +    ],
        +    "type": "object"
        +  }
        +]
  2. 3 tool updates
    • Changedcheck_agent1 field changed
      • changedOutput schema / anyOf
        Previous value: -[
        -  {
        -    "properties": {
        -      "agent": {
        -        "type": "string"
        -      },
        -      "as_of": {
        -        "type": "string"
        -      },
        -      "basis": {
        -        "type": "string"
        -      },
        -      "components": {
        -        "type": "object"
        -      },
        -      "flags": {
        -        "items": {
        -          "properties": {
        -            "evidence": {
        -              "type": "object"
        -            },
        -            "rule": {
        -              "type": "string"
        -            },
        -            "severity": {
        -              "enum": [
        -                "hard",
        -                "soft",
        -                "info"
        -              ],
        -              "type": "string"
        -            },
        -            "summary": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "rule",
        -            "severity",
        -            "summary"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "name": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "rank": {
        -        "type": [
        -          "integer",
        -          "null"
        -        ]
        -      },
        -      "rookie": {
        -        "type": "boolean"
        -      },
        -      "score": {
        -        "type": [
        -          "number",
        -          "null"
        -        ]
        -      },
        -      "stats": {
        -        "type": "object"
        -      },
        -      "verdict": {
        -        "enum": [
        -          "LEGIT",
        -          "SUS",
        -          "BOUNCED"
        -        ],
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "agent",
        -      "verdict",
        -      "score",
        -      "flags",
        -      "as_of"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "properties": {
        -      "accepts": {
        -        "items": {
        -          "properties": {
        -            "amount": {
        -              "type": "string"
        -            },
        -            "asset": {
        -              "type": "string"
        -            },
        -            "network": {
        -              "type": "string"
        -            },
        -            "payTo": {
        -              "type": "string"
        -            },
        -            "scheme": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "scheme",
        -            "network",
        -            "amount",
        -            "asset",
        -            "payTo"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "error": {
        -        "type": "string"
        -      },
        -      "resource": {
        -        "properties": {
        -          "url": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "url"
        -        ],
        -        "type": "object"
        -      },
        -      "x402Version": {
        -        "const": 2,
        -        "type": "integer"
        -      }
        -    },
        -    "required": [
        -      "x402Version",
        -      "accepts"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "properties": {
        +      "agent": {
        +        "type": "string"
        +      },
        +      "as_of": {
        +        "type": "string"
        +      },
        +      "basis": {
        +        "type": "string"
        +      },
        +      "components": {
        +        "type": "object"
        +      },
        +      "description": {
        +        "description": "The agent's full self-description (paid calls only). Self-described, unverified.",
        +        "maxLength": 1000,
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "description_note": {
        +        "type": "string"
        +      },
        +      "description_preview": {
        +        "description": "First sentence of the agent's own description. Self-described, unverified.",
        +        "maxLength": 160,
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "flags": {
        +        "items": {
        +          "properties": {
        +            "evidence": {
        +              "type": "object"
        +            },
        +            "rule": {
        +              "type": "string"
        +            },
        +            "severity": {
        +              "enum": [
        +                "hard",
        +                "soft",
        +                "info"
        +              ],
        +              "type": "string"
        +            },
        +            "summary": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "rule",
        +            "severity",
        +            "summary"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "name": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "rank": {
        +        "type": [
        +          "integer",
        +          "null"
        +        ]
        +      },
        +      "rookie": {
        +        "type": "boolean"
        +      },
        +      "score": {
        +        "type": [
        +          "number",
        +          "null"
        +        ]
        +      },
        +      "stats": {
        +        "type": "object"
        +      },
        +      "verdict": {
        +        "enum": [
        +          "LEGIT",
        +          "SUS",
        +          "BOUNCED"
        +        ],
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "agent",
        +      "verdict",
        +      "score",
        +      "flags",
        +      "as_of"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "properties": {
        +      "accepts": {
        +        "items": {
        +          "properties": {
        +            "amount": {
        +              "type": "string"
        +            },
        +            "asset": {
        +              "type": "string"
        +            },
        +            "network": {
        +              "type": "string"
        +            },
        +            "payTo": {
        +              "type": "string"
        +            },
        +            "scheme": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "scheme",
        +            "network",
        +            "amount",
        +            "asset",
        +            "payTo"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "error": {
        +        "type": "string"
        +      },
        +      "resource": {
        +        "properties": {
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "x402Version": {
        +        "const": 2,
        +        "type": "integer"
        +      }
        +    },
        +    "required": [
        +      "x402Version",
        +      "accepts"
        +    ],
        +    "type": "object"
        +  }
        +]
    • Changedfind_agent1 field changed
      • changedOutput schema / anyOf
        Previous value: -[
        -  {
        -    "properties": {
        -      "as_of": {
        -        "type": "string"
        -      },
        -      "items": {
        -        "items": {
        -          "properties": {
        -            "earned_eth_clean": {
        -              "type": "number"
        -            },
        -            "flags": {
        -              "type": "integer"
        -            },
        -            "id": {
        -              "type": "string"
        -            },
        -            "name": {
        -              "type": [
        -                "string",
        -                "null"
        -              ]
        -            },
        -            "rank": {
        -              "type": [
        -                "integer",
        -                "null"
        -              ]
        -            },
        -            "rookie": {
        -              "type": "boolean"
        -            },
        -            "score": {
        -              "type": [
        -                "number",
        -                "null"
        -              ]
        -            },
        -            "verdict": {
        -              "enum": [
        -                "LEGIT",
        -                "SUS",
        -                "BOUNCED"
        -              ],
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "id",
        -            "verdict",
        -            "score",
        -            "flags"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "next_cursor": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      }
        -    },
        -    "required": [
        -      "as_of",
        -      "items"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "properties": {
        -      "accepts": {
        -        "items": {
        -          "properties": {
        -            "amount": {
        -              "type": "string"
        -            },
        -            "asset": {
        -              "type": "string"
        -            },
        -            "network": {
        -              "type": "string"
        -            },
        -            "payTo": {
        -              "type": "string"
        -            },
        -            "scheme": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "scheme",
        -            "network",
        -            "amount",
        -            "asset",
        -            "payTo"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "error": {
        -        "type": "string"
        -      },
        -      "resource": {
        -        "properties": {
        -          "url": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "url"
        -        ],
        -        "type": "object"
        -      },
        -      "x402Version": {
        -        "const": 2,
        -        "type": "integer"
        -      }
        -    },
        -    "required": [
        -      "x402Version",
        -      "accepts"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "properties": {
        +      "as_of": {
        +        "type": "string"
        +      },
        +      "items": {
        +        "items": {
        +          "properties": {
        +            "description": {
        +              "description": "The agent's full self-description (paid calls only). Self-described, unverified.",
        +              "maxLength": 1000,
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "description_preview": {
        +              "description": "First sentence of the agent's own description. Self-described, unverified.",
        +              "maxLength": 160,
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "earned_eth_clean": {
        +              "type": "number"
        +            },
        +            "flags": {
        +              "type": "integer"
        +            },
        +            "id": {
        +              "type": "string"
        +            },
        +            "name": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "rank": {
        +              "type": [
        +                "integer",
        +                "null"
        +              ]
        +            },
        +            "rookie": {
        +              "type": "boolean"
        +            },
        +            "score": {
        +              "type": [
        +                "number",
        +                "null"
        +              ]
        +            },
        +            "verdict": {
        +              "enum": [
        +                "LEGIT",
        +                "SUS",
        +                "BOUNCED"
        +              ],
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "id",
        +            "verdict",
        +            "score",
        +            "flags"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "mode": {
        +        "type": "string"
        +      },
        +      "next_cursor": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      }
        +    },
        +    "required": [
        +      "as_of",
        +      "items"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "properties": {
        +      "accepts": {
        +        "items": {
        +          "properties": {
        +            "amount": {
        +              "type": "string"
        +            },
        +            "asset": {
        +              "type": "string"
        +            },
        +            "network": {
        +              "type": "string"
        +            },
        +            "payTo": {
        +              "type": "string"
        +            },
        +            "scheme": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "scheme",
        +            "network",
        +            "amount",
        +            "asset",
        +            "payTo"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "error": {
        +        "type": "string"
        +      },
        +      "resource": {
        +        "properties": {
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "x402Version": {
        +        "const": 2,
        +        "type": "integer"
        +      }
        +    },
        +    "required": [
        +      "x402Version",
        +      "accepts"
        +    ],
        +    "type": "object"
        +  }
        +]
    • Changedlist_agents1 field changed
      • changedOutput schema / anyOf
        Previous value: -[
        -  {
        -    "properties": {
        -      "as_of": {
        -        "type": "string"
        -      },
        -      "items": {
        -        "items": {
        -          "properties": {
        -            "earned_eth_clean": {
        -              "type": "number"
        -            },
        -            "flags": {
        -              "type": "integer"
        -            },
        -            "id": {
        -              "type": "string"
        -            },
        -            "name": {
        -              "type": [
        -                "string",
        -                "null"
        -              ]
        -            },
        -            "rank": {
        -              "type": [
        -                "integer",
        -                "null"
        -              ]
        -            },
        -            "rookie": {
        -              "type": "boolean"
        -            },
        -            "score": {
        -              "type": [
        -                "number",
        -                "null"
        -              ]
        -            },
        -            "verdict": {
        -              "enum": [
        -                "LEGIT",
        -                "SUS",
        -                "BOUNCED"
        -              ],
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "id",
        -            "verdict",
        -            "score",
        -            "flags"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "next_cursor": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      }
        -    },
        -    "required": [
        -      "as_of",
        -      "items"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "properties": {
        -      "accepts": {
        -        "items": {
        -          "properties": {
        -            "amount": {
        -              "type": "string"
        -            },
        -            "asset": {
        -              "type": "string"
        -            },
        -            "network": {
        -              "type": "string"
        -            },
        -            "payTo": {
        -              "type": "string"
        -            },
        -            "scheme": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "scheme",
        -            "network",
        -            "amount",
        -            "asset",
        -            "payTo"
        -          ],
        -          "type": "object"
        -        },
        -        "type": "array"
        -      },
        -      "error": {
        -        "type": "string"
        -      },
        -      "resource": {
        -        "properties": {
        -          "url": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "url"
        -        ],
        -        "type": "object"
        -      },
        -      "x402Version": {
        -        "const": 2,
        -        "type": "integer"
        -      }
        -    },
        -    "required": [
        -      "x402Version",
        -      "accepts"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "properties": {
        +      "as_of": {
        +        "type": "string"
        +      },
        +      "items": {
        +        "items": {
        +          "properties": {
        +            "description": {
        +              "description": "The agent's full self-description (paid calls only). Self-described, unverified.",
        +              "maxLength": 1000,
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "description_preview": {
        +              "description": "First sentence of the agent's own description. Self-described, unverified.",
        +              "maxLength": 160,
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "earned_eth_clean": {
        +              "type": "number"
        +            },
        +            "flags": {
        +              "type": "integer"
        +            },
        +            "id": {
        +              "type": "string"
        +            },
        +            "name": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "rank": {
        +              "type": [
        +                "integer",
        +                "null"
        +              ]
        +            },
        +            "rookie": {
        +              "type": "boolean"
        +            },
        +            "score": {
        +              "type": [
        +                "number",
        +                "null"
        +              ]
        +            },
        +            "verdict": {
        +              "enum": [
        +                "LEGIT",
        +                "SUS",
        +                "BOUNCED"
        +              ],
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "id",
        +            "verdict",
        +            "score",
        +            "flags"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "mode": {
        +        "type": "string"
        +      },
        +      "next_cursor": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      }
        +    },
        +    "required": [
        +      "as_of",
        +      "items"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "properties": {
        +      "accepts": {
        +        "items": {
        +          "properties": {
        +            "amount": {
        +              "type": "string"
        +            },
        +            "asset": {
        +              "type": "string"
        +            },
        +            "network": {
        +              "type": "string"
        +            },
        +            "payTo": {
        +              "type": "string"
        +            },
        +            "scheme": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "scheme",
        +            "network",
        +            "amount",
        +            "asset",
        +            "payTo"
        +          ],
        +          "type": "object"
        +        },
        +        "type": "array"
        +      },
        +      "error": {
        +        "type": "string"
        +      },
        +      "resource": {
        +        "properties": {
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "x402Version": {
        +        "const": 2,
        +        "type": "integer"
        +      }
        +    },
        +    "required": [
        +      "x402Version",
        +      "accepts"
        +    ],
        +    "type": "object"
        +  }
        +]
  3. 1 tool update
    • Addedfind_services
  4. 8 tool updates
    • First observedbouncer_log
    • First observedbuy_pass
    • First observedcheck_agent
    • First observedexport
    • First observedfind_agent
    • First observedlist_agents
    • First observedoutcomes
    • First observedstats

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