ai.makememoneynomistakes/scoreboard

What it mainly works on, as our AI model read its tool descriptions: accounts and data in outside web services; money, payments or trading.

5 of 19 tools are described as changing something (creating, editing, deleting, sending or running). For 1 the reading was uncertain, so no mark is shown.

• pathways_report

  “Verify your x402 session purchases and write one report from their Base USDC receipts, the ledger, and at most 8000 characters of untrusted delegate output.”

  Publisher declares: read-only no · open-world no

  3 inputs, 3 required

  • sessionstringrequired
  • delegate_outputstringrequired
  • paymentsarrayrequired
• pathways_sessionmoves moneydescribed as changing data

  “Buy a one-hour session over x402.”

  Publisher declares: read-only no · open-world no

  1 input

  • budgetnumber or string“USDC budget from 0.50 to 35; default 4.”
• pathways_plancreates or changes datadescribed as changing data

  “Reserve at most 10 x402 data calls and one delegate call in a paid session.”

  Publisher declares: read-only no · open-world no

  8 inputs, 2 required

  • sessionstringrequired
  • routesarrayrequired
  • promptstring
  • delegatestring
  • failed_callstring
  • succeeded_callstring
  • success_txstring
  • fallbackboolean
• check_agenton 7 other serversreads or searches

  “Check before you hire or pay an ERC-8004 agent on Base: its track record and fraud check in one call.”

  Publisher declares: read-only yes · open-world no

  2 inputs, 1 required

  • idstringrequired“Agent id, e.g.”
  • trackboolean“Opt 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.”
• find_agenton 4 other serversreads or searches

  “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.”

  Publisher declares: read-only yes · open-world no

  1 input, 1 required

  • querystringrequired“A name ("Osobot"), a wallet (0x followed by 40 hex characters) or part of an id ("base:145").”
• find_serviceson 10 other serversreads or searches

  “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.”

  Publisher declares: read-only yes · open-world no

  5 inputs

  • hoststring“A host name, e.g.”
  • agentstring“An agent id: the services verified as that agent's, e.g.”
  • statestring
  • limitinteger“Items per page, 1 to 50 (default 25).”
  • cursorstring“The previous page's next_cursor.”
• pathways_routesreads or searches

  “Step 1 of Open Commerce Pathways: the paid x402 routes your budget can afford, only from sellers our data clears (LEGIT on both boards, 5+ independent paying customers, verified identity, one Base US…”

  Publisher declares: read-only yes · open-world no

  3 inputs

  • budgetnumber or string“Your budget in USDC, above 0 and at most 100 (default 4).”
  • usestring
  • limitinteger“Routes to return, 1 to 50 (default 25).”
• pathways_delegatesreads or searches

  “Delegated compute (open beta): the trusted x402 compute sellers you can hand your heavy work to, with the exact call, and how your budget splits (our fee a flat $0.01 per session; up to half of the r…”

  Publisher declares: read-only yes · open-world no

  1 input

  • budgetnumber or string“Your budget in USDC, from 0.50 to 35 in the open beta (default 4).”
• pathways_listreads or searches

  “Step 2 of Open Commerce Pathways: ways to make money with 1 to 5 paid x402 routes you picked from pathways_routes.”

  Publisher declares: read-only yes · open-world no

  2 inputs, 1 required

  • budgetnumber or string“Your budget in USDC, above 0 and at most 100 (default 4).”
  • routesarrayrequired“Route URLs exactly as pathways_routes returned them.”
• pathways_promptreads or searches

  “Step 3 of Open Commerce Pathways: the default planning prompt for the x402 pathway you chose (one route resells it, two to five bundle them), shown in full before anything runs, with the compute term…”

  Publisher declares: read-only yes · open-world no

  2 inputs, 1 required

  • budgetnumber or string“Your budget in USDC, above 0 and at most 100 (default 4).”
  • routesarrayrequired“Route URLs exactly as pathways_routes returned them: one resells it, two to five bundle them.”
• pathways_authorizemoves moneydescribed as changing data

  “Step 4 of Open Commerce Pathways: authorize one AI planning run by our default compute agent, $0.02 in USDC on Base over x402, usable within 1 hour.”

  Publisher declares: read-only no · open-world no

  Takes no inputs.

• pathways_rundescribed as changing data

  “Step 5 of Open Commerce Pathways: spends one run authorized with pathways_authorize and plans your x402 pathway on our AI model, from our trust and market data.”

  Publisher declares: read-only no · open-world no

  4 inputs, 3 required

  • tokenstringrequired“The token pathways_authorize returned.”
  • budgetnumber or string“Your budget in USDC, above 0 and at most 100 (default 4).”
  • routesarrayrequired“Route URLs exactly as pathways_routes returned them: one resells it, two to five bundle them.”
  • promptstringrequired“The prompt from pathways_prompt, edited or not.”

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.