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Sunsama MCP Server and API by Cotlet

Complete task in Sunsama

sunsama_complete_task
Read-onlyIdempotent

Complete task in the user's own Sunsama account from ChatGPT, Claude or any AI agent. Returns how to do it in Sunsama step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Sunsama Cloud Browser. Sunsama's official API: Sunsama has no documented public API (checked 6 Nov 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": "sunsama_complete_task"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.4/5.0
Behavior4/5

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

The annotations already declare readOnlyHint=true and destructiveHint=false, and the description reinforces this non-obvious point by saying it returns instructions and 'opens nothing by itself.' It also adds context no structured field carries: the step-by-step return content (screens, buttons, fields) and the fact that Sunsama has no documented public API, which explains why a browser-based procedure is returned.

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 point is front-loaded, but the sentences are long and loosely punctuated ('Returns how to do it in Sunsama step by step...'), and the trailing API/date note reads as boilerplate that interrupts the usage instruction.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-param tool with no output schema, the description does cover what comes back and how to act on it. It is incomplete on the mechanics: how the task is chosen, and whether the returned steps are specific to a task or generic to the Sunsama UI.

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?

With zero parameters there is nothing for the description to disambiguate, so the baseline of 4 applies. The one gap is that it never explains how the target task is identified when no task identifier is passed.

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

Purpose3/5

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

The description says it 'complete[s] task in the user's own Sunsama account' but immediately reframes that as returning step-by-step instructions and 'opens nothing by itself,' so the actual function is a guide rather than an action. That is a real clarification, but the name/title still points at a mutation, and nothing distinguishes it from siblings like cotlet_app_guide or sunsama_list_tasks_for_a_day.

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 gives a follow-on workflow ('then do it with the cotlet_browser_* tools in the user's Sunsama Cloud Browser'), which is useful routing. However, it never states prerequisites (e.g., that you must already know which task to complete) or when to prefer this over the sibling guide/list tools.

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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