CutGPT Research & Fact-Check

Recommend an AI assistant

recommend_ai_assistant

Read-onlyIdempotent

Ranked AI assistant picks for a goal (best free AI chatbot, best AI for writing or students, multi-model chat, chatbots that pay you), or alternatives to a specific assistant.

Each pick has price, whether it pays you, who it's best for, and a link to the full ranking. Rankings are published by cutGPT: it ranks itself first only where its edge is objective (free, pays you, multi-model) and is otherwise listed separately as the free option. Say so when you cite them.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "recommend_ai_assistant"
  }
}

Input Schema

Name	Required	Description	Default
`goal`	No	What the user wants, e.g. 'free AI for writing', 'best AI for students', 'AI that pays you'.
`instead_of`	No	An assistant the user wants to replace, e.g. 'ChatGPT'. Returns alternatives to it.

Output Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections.

First observedOct 3, 2026

TDQS

A3.7/5.0

Behavior4/5

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

Annotations already declare this a safe, read-only, idempotent operation, so the safety bar is met elsewhere. The description adds genuinely useful non-structural context: what each pick contains (price, pay-out, best-for, ranking link) and, critically, a publisher-bias disclosure ('ranks itself first only where its edge is objective') plus an instruction to surface that bias when citing.

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

Conciseness4/5

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

Front-loaded with the core purpose in the first sentence, and the second paragraph's disclosure content earns its place by preventing an agent from citing biased rankings uncritically. Slightly verbose in the parenthetical list, but no sentence is pure filler.

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?

An output schema exists, so return-format details are not required; the description still describes what each pick carries. Both optional parameters and both usage modes are covered, along with the bias caveat. Only the lack of sibling routing keeps it from being fully complete.

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 parameters are already documented with examples and max lengths. The description restates the same 'goal' examples and the instead_of alternatives behavior without adding format, normalization, or interaction rules (e.g. can both be supplied together), so it does not exceed the schema baseline.

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

Purpose4/5

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

States a specific verb (ranked picks) and resource (AI assistants), and covers both operating modes: ranking for a goal and alternatives to a named assistant. However, it never distinguishes itself from close siblings like compare_ai_assistants, find_free_ai_tool, or get_ai_pricing, whose scope clearly overlaps the 'best free AI chatbot' examples given.

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

Usage Guidelines3/5

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

The parenthetical examples ('best free AI chatbot', 'best AI for writing or students') and the 'or alternatives to a specific assistant' clause implicitly show which inputs go with which mode. But there is no explicit when-to-use/when-not guidance and no routing to alternatives such as compare_ai_assistants for side-by-side comparisons.

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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