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berkingurcan

stellar-agent-search

by berkingurcan

List Services

list_services
Read-onlyIdempotent

List self-declared service endpoints with owner capability and trust signals, filtered by payment method (x402, MPP), trust type, and minimum explorer score.

Instructions

Catalog of self-declared service endpoint candidates, each with its owning agent's indexed owner-declared capability/trust signals and ranked score. Filter by x402/mpp/trust/minExplorerScore/search. No endpoint is probed for liveness, ownership, protocol conformance, or payment behavior. Service labels/endpoints are unverified and live in each row's labeled selfDeclared slot.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
mppNoWhen present, only MPP micropayment services.
pageNo
x402NoWhen present, only x402 (USDC pay-per-call) services.
limitNo
trustNo
searchNoFree-text filter over agent name/description.
minScoreNoDeprecated ambiguous input; rejected. Use minExplorerScore.
minExplorerScoreNoMinimum upstream v1 Explorer total_score in protocol units; not local rank.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageYes
countYes
coverageYes
servicesYes
Behavior4/5

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

Beyond annotations (readOnlyHint, etc.), the description adds critical context: endpoints are not probed for liveness/conformance, and labels are unverified. No contradiction with annotations.

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?

Two sentences, front-loaded with key functionality and filter options, then limitations. No wasted words; every sentence adds value.

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?

Given 8 parameters and presence of output schema, description covers data nature and filtering well. Could add note on pagination but not required since schema covers it.

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

Parameters3/5

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

Schema coverage is 63%. Description adds meaning for filters like x402, mpp, trust, minExplorerScore, and notes minScore is deprecated. However, page and limit are left to schema, which may be insufficient for complete understanding.

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?

The description clearly states it is a catalog of self-declared service endpoint candidates with filtering options. It distinguishes from siblings like 'list_agents' by focusing on services.

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?

The description lists filter parameters but does not explicitly state when to use this tool versus alternatives. It implies use for unverified service discovery, lacking direct comparison with siblings.

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

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