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Thumbtack MCP Server and API by Cotlet

Reply to lead in Thumbtack

thumbtack_reply_to_lead
Read-onlyIdempotent

Reply to lead in the user's own Thumbtack account from ChatGPT, Claude or any AI agent. Returns how to do it in Thumbtack step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Thumbtack Cloud Browser. Thumbtack's official API: Thumbtack has an official Partner Platform API for leads (called negotiations), messages and reviews, but its docs are gated and access is by request for integration partners (checked 11 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": "thumbtack_reply_to_lead"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.3/5.0
Behavior4/5

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

Beyond the annotations (readOnlyHint, idempotentHint, destructiveHint=false), the description adds the crucial behavioral fact that the tool takes no action and only returns procedural guidance, plus that the result is screen/button/field-level. The note about Thumbtack's gated Partner Platform API explains why a browser route is used, though it is more context than behavior.

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 claim and the no-action caveat, then the handoff to browser tools. The final sentence on Thumbtack's official API is somewhat tangential but justifies the design choice; it could be trimmed without loss.

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 params, no output schema and safety already covered by annotations, the description supplies what is needed: what comes back (step-by-step screens/buttons/fields) and what to do next. The only gap is how the step-by-step relates to a particular lead or conversation given the absence of any identifier.

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?

Zero parameters, so there is no schema semantics to compensate for. The description never clarifies, however, that the guidance is generic rather than scoped to a specific lead — a point an agent might otherwise wonder about given the lead-specific name.

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+resource ('Reply to lead in the user's own Thumbtack account') and immediately disambiguates the nature of the output: it returns step-by-step instructions (screens, buttons, fields) rather than performing the reply. That distinction separates it cleanly from the cotlet_browser_* siblings that actually execute the actions.

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?

Gives an explicit workflow: call this to get the steps, then perform them with cotlet_browser_* in the user's Thumbtack Cloud Browser. The 'opens nothing by itself' clause prevents a common misuse. It does not name when to skip this tool (e.g., if the user has API access), but the sequencing is clear.

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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