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Podium MCP Server and API by Cotlet

Reply to review in Podium

podium_reply_to_review
Read-onlyIdempotent

Reply to review in the user's own Podium account from ChatGPT, Claude or any AI agent. Returns how to do it in Podium step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Podium Cloud Browser. Podium's official API: Podium has an official REST API (v4, OAuth 2) 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": "podium_reply_to_review"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, idempotentHint=true and openWorldHint=false, so the safety profile is covered. The description adds genuinely new behavior context: 'opens nothing by itself' — no browser session, no side effects — and that the payload is a step-by-step procedure rather than an executed action. The API/MCP availability note adds marginal value but does not describe return content or limits.

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 distinction (returns instructions, opens nothing) is front-loaded and worth reading, but the prose is run-on and mixes several concerns in one sentence. The closing note about Podium's REST API and lack of an official MCP server, dated 'checked 23 Oct 2026', is background that does not help an agent decide or invoke, and it dilutes focus.

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 input schema, no output schema, and read-only annotations, the main thing an agent needs is knowing that this returns a procedure and that execution happens through cotlet_browser_* — both are stated. Minor gaps remain: nothing indicates what the returned steps look like at a high level or how granular they are, but the description is sufficient to call the tool correctly.

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 document and the baseline of 4 applies. The description does not explain that the guide is generic and applies to any review without identifying one, but with an empty schema there is little room for misleading inference.

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 states a specific resource (reply to a review in the user's Podium account) and, importantly, clarifies that the tool does not perform the reply itself — it returns step-by-step instructions (screens, buttons, fields). That corrects an ambiguity in the name 'podium_reply_to_review', which reads like a write action. It does not explicitly contrast with nearby listing tools like podium_list_reviews, so it stops short of a 5.

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?

It gives a clear workflow: call this to get the procedure, then execute it with the cotlet_browser_* tools in the user's Podium Cloud Browser. That tells the agent both the trigger and the follow-up path. It stops short of a 5 because it never states when this is the wrong choice (e.g., when a direct API-backed sibling should be preferred).

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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