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TutorPing

Search tutors

search_tutors
Read-only

Find independent tutors on TutorPing by subject, student level, and location. Returns their subject, level, location, rate, reviews, page link, and whether they can be booked directly. Use for students or parents looking for a tutor (SAT/ACT, math, science, languages, music, and more). If no listed tutor fits, use request_tutor and TutorPing will find one.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
levelNoe.g. "high school", "college"
subjectNoe.g. "SAT", "chemistry", "piano"
locationNoCity or area, e.g. "NYC". Omit for online tutors anywhere.
maxHourlyRateNoUSD per hour

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is known. The description adds useful behavioral context by enumerating what is returned (rate, reviews, page link, bookability) and the fallback routing rule, though it says nothing about result limits or pagination.

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?

Three front-loaded sentences: purpose, return payload, then usage/routing. Each sentence carries distinct information with no redundancy.

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?

With no output schema, the description usefully enumerates the return fields an agent needs. Annotations cover the read-only nature, and parameters are fully documented in the schema. Only pagination/result-count behavior is left unspecified.

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 all four parameters are already documented including examples and the online-tutor omission rule. The description only restates subject, level, and location and ignores maxHourlyRate, adding nothing beyond 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 ('Find') and resource ('independent tutors on TutorPing') scoped by subject, level, and location. It is clearly distinguishable from the singular get_tutor and the proactive request_tutor sibling.

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?

Provides explicit audience context ('students or parents looking for a tutor') and names a fallback alternative ('If no listed tutor fits, use request_tutor'). It does not, however, clarify when to prefer get_tutor or get_tutor_availability over searching.

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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