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Judge.me MCP Server and API by Cotlet

Send private reply in Judge.me

judge_me_send_private_reply
Read-onlyIdempotent

Send private reply in the user's own Judge.me account from ChatGPT, Claude or any AI agent. Returns how to do it in Judge.me step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Judge.me Cloud Browser. Judge.me's official API: Judge.me has a REST API with a private API token and an OpenAPI file, but no official MCP server (checked 23 Oct 2026).

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": "judge_me_send_private_reply"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true and destructiveHint=false, so safety is covered; the description nonetheless adds genuinely useful context by stating it "opens nothing by itself" and only returns guidance, preventing a false expectation that a reply is actually posted. It stops short of describing auth or rate-limit behavior, but the Cloud Browser handoff is a meaningful behavioral disclosure.

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

Conciseness3/5

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

The core clarification (returns instructions, does not act) is buried mid-sentence behind a list of consumer agents ("ChatGPT, Claude or any AI agent") that adds no decision value. The trailing sentence about Judge.me's REST API and the absence of an official MCP server is informational filler that does not help an agent select or invoke the tool.

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 zero-parameter, read-only tool with no output schema, the description covers what is needed: what comes back (step-by-step UI guidance) and the required next step (cotlet_browser_* tools in the Cloud Browser). The only gap is the unaddressed overlap with judge_me_reply_to_review.

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?

The tool takes zero parameters, so there is no parameter semantics to explain and the baseline of 4 applies. The description correctly implies the operation is fully determined by the user's connected Judge.me account rather than by any arguments.

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?

The description pairs a specific verb and resource ("Send private reply in the user's own Judge.me account") with an explicit clarification of what the tool actually returns: step-by-step instructions with screens, buttons and fields. The key ambiguity remaining is that it never distinguishes itself from the sibling judge_me_reply_to_review, so an agent must infer why two reply tools exist.

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?

It does describe the follow-on workflow ("then do it with the cotlet_browser_* tools in the user's Judge.me Cloud Browser"), which tells the agent this is a preparatory step rather than the action. However, it gives no guidance on when to choose this over judge_me_reply_to_review or judge_me_list_reviews, and no prerequisites or preconditions are stated.

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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