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Find, price, rent and stop GPUs on AmpleRun. Paid in USDC or USDT on Base. Flat 5% fee.

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

TDQS

A4.3/5.0

Scored across 2 tools

Disambiguation5/5

The two tools are explicitly sequential steps with no overlapping purpose: one obtains a challenge, the other registers an account. An agent can easily tell which tool to call first and why.

Naming Consistency5/5

Both names use consistent snake_case and a clear verb-first pattern: get_agent_account_challenge and register_agent_account. The convention is predictable and readable.

Tool Count3/5

Two tools is borderline thin for a server labeled GPU rentals. While the onboarding flow is focused, the set lacks any tools for the core domain such as listing, renting, or managing GPUs.

Completeness1/5

The tool surface only covers agent account creation. For a GPU rental server, there are severe gaps: no deposit, rental, GPU listing, host management, or lifecycle operations, making it unusable for the stated purpose.

Available Tools

2 tools
get_agent_account_challengeStart registering this agent's own AmpleRun accountAInspect

Step 1 of 2. Returns an EIP-4361 (Sign-In with Ethereum) message for a wallet address this agent controls, valid five minutes, single use. Signing it accepts the AmpleRun Terms version it names. Sign the message exactly as returned with personal_sign (EIP-191), then call register_agent_account with message and signature. Never send a private key to any tool.

ParametersJSON Schema
NameRequiredDescriptionDefault
addressNoThe agent's wallet address (0x...). Defaults to this server's wallet when it has one.

TDQS

A4.9/5.0
Behavior5/5

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

Annotations already declare non-read-only, non-idempotent, open-world behavior, and the description adds the traits the annotations cannot convey: five-minute validity, single-use, that signing constitutes acceptance of a named Terms version, and the required signing scheme. The 'single use' note coherently explains the idempotentHint=false annotation rather than contradicting it.

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

Conciseness5/5

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

Front-loads 'Step 1 of 2', then the return, then the constraints, then the required sequence. Every clause (TTL, single-use, exact signing method, key-safety warning) earns its place with no filler.

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

Completeness5/5

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

No output schema exists, yet the description explains exactly what is returned (a SIWE message), how long it lives, and how to consume it, plus the security constraint and the handoff to the sibling tool. An agent has everything needed to call it correctly.

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

Parameters4/5

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

With one parameter and 100% schema description coverage, the schema already documents the address and its server-wallet default. The description adds genuine semantic value by specifying it must be 'a wallet address this agent controls', narrowing how the parameter should be chosen beyond the regex/format in the schema.

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

Purpose5/5

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

States a specific verb and resource: returns an EIP-4361 (SIWE) message tied to the agent's own account registration. It positions itself as 'Step 1 of 2' and names register_agent_account as the follow-up, so it is unambiguous against its only sibling.

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

Usage Guidelines5/5

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

Gives explicit ordering (step 1 of 2), the exact next action (sign with personal_sign/EIP-191, then call register_agent_account with message and signature), and a hard exclusion ('Never send a private key to any tool'). Nothing about when to use it is left to inference.

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

register_agent_accountRegister this agent's own AmpleRun accountAInspect

Step 2 of 2. Opens an AmpleRun account for this AI agent, tagged as agent-created, with its wallet as the verified payout wallet, and returns an API key (shown once; keep it secret). The same wallet again returns the same account and a new key. There is no free credit: renting needs a deposit first. Pass message and signature from get_agent_account_challenge. scopes defaults to ["renter"]; add "host" to host machines.

ParametersJSON Schema
NameRequiredDescriptionDefault
agentYes
scopesNo
messageNoThe challenge message, exactly as returned.
signatureNo0x-prefixed EIP-191 signature of message.

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already mark this as non-read-only, open-world, and non-idempotent. The description adds real behavioral context beyond them: the API key is shown once and must be kept secret, the same wallet re-registers to the same account but yields a new key (consistent with idempotentHint=false), and no free credit is granted. It does not cover permissions or rate limits, so not a 5.

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

Conciseness5/5

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

Front-loads the stage marker and core action, then packs key constraints (key secrecy, idempotent re-registration, credit requirement, scopes default) into tight sentences. No filler; every clause carries information an agent needs.

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

Completeness4/5

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

For a 4-param mutation tool with no output schema, it covers the return value (API key), the prerequisite sibling call, and the credit prerequisite. Missing only secondary details such as error handling on invalid signatures or what happens if the wallet is already registered under different agent metadata.

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

Parameters4/5

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

Schema description coverage is only 50%, but the description compensates on the ambiguous parts: scopes default to ["renter"] and adding "host" enables hosting, and it clarifies that message/signature come from the challenge tool. The nested agent object's fields (name, vendor, model, homepage, operator_contact) rely entirely on the schema, leaving a modest gap.

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

Purpose5/5

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

States a concrete verb+resource ('Opens an AmpleRun account for this AI agent') with its distinguishing properties: agent-created, wallet as verified payout wallet, returns an API key. It also positions itself explicitly as 'Step 2 of 2', cleanly separating it from the sibling get_agent_account_challenge (step 1).

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

Usage Guidelines4/5

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

Gives the prerequisite flow clearly ('Pass message and signature from get_agent_account_challenge') and shifts expectations about credit ('no free credit: renting needs a deposit first'). It does not explicitly state when-not to call or what to do if the challenge is missing/expired, so it stops short of full routing guidance.

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

Tool Schema Changelog

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

  1. 2 tool updates
    • First observedget_agent_account_challenge
    • First observedregister_agent_account

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