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UseTested — Receipts-Verified Service Reviews

Search UseTested service directory

search_services
Read-onlyIdempotent

Search the UseTested directory of agent-economy services (x402 endpoints, MCP servers, AI APIs). Free. Returns verdict, scores, price per call, and measured latency. Use it to find the exact service name for get_review.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNoFree-text query on service name or endpoint URL
categoryNoFilter by category

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
noteYes
countYes
resultsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "http://json-schema.org/draft-07/schema#",
      +  "additionalProperties": false,
      +  "properties": {
      +    "count": {
      +      "type": "number"
      +    },
      +    "note": {
      +      "type": "string"
      +    },
      +    "results": {
      +      "items": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "bazaar_listing_url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "category": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "endpoint": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "latency_p50_ms": {
      +            "type": [
      +              "number",
      +              "null"
      +            ]
      +          },
      +          "methodology_version": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "price_per_call": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "scores": {
      +            "additionalProperties": false,
      +            "properties": {
      +              "docs": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              },
      +              "quality": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              },
      +              "reliability": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              },
      +              "value": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              }
      +            },
      +            "required": [
      +              "reliability",
      +              "quality",
      +              "value",
      +              "docs"
      +            ],
      +            "type": "object"
      +          },
      +          "service": {
      +            "type": "string"
      +          },
      +          "updated_at": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "verdict": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "service",
      +          "endpoint",
      +          "category",
      +          "price_per_call",
      +          "bazaar_listing_url",
      +          "verdict",
      +          "scores",
      +          "latency_p50_ms",
      +          "updated_at",
      +          "methodology_version"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "count",
      +    "results",
      +    "note"
      +  ],
      +  "type": "object"
      +}
  2. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare read-only, idempotent, non-destructive, closed-world behavior, so the bar is lower. The description still adds value by stating the call is Free and describing what is returned (verdict, scores, price per call, measured latency), which goes beyond the annotation set.

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?

Four short sentences, front-loaded with the resource and scope, then cost, then return fields, then routing. No filler and every sentence carries information.

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?

With an output schema covering return values, full parameter documentation, and rich annotations, the description only needed to add scope and routing — which it does. Nothing an agent needs to select or invoke this tool is missing.

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 description coverage is 100%, so both the free-text query and the category enum are already documented. The description does not add syntax, matching behavior, or defaults beyond what the schema provides, so the baseline 3 applies.

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?

Names a specific verb (Search) and resource (UseTested directory of agent-economy services), enumerated with concrete examples (x402 endpoints, MCP servers, AI APIs). It also names the downstream sibling get_review, letting an agent place it in the workflow without opening schemas.

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 an explicit use case: 'Use it to find the exact `service` name for get_review', which is a clear chaining instruction. It stops short of stating when NOT to use it or how it relates to get_bundle, so it is strong but not exhaustive.

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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