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create_listing

Publish a listing on behalf of the user across any of the 4 verticals and 12 roles. location must be coordinates ({ lat, lon }) — a free-text address is not accepted, so geocode it first. Before publishing, call get_entitlements to confirm the user has credit and a free listing slot — a reached limit makes this return an ACTIVE_LISTING_LIMIT_REACHED error carrying a pay_url. Consumes credits and is held for AI moderation (status starts "pending"); credits are refunded if rejected, EXCEPT for prohibited or spam content, which forfeits the credit. To attach photos, first call request_image_upload for each image and pass the returned keys in images — every image is AI-moderated with the text before going live. Requires the user to be connected to Teppek: an anonymous call returns an AUTH_REQUIRED error with an authorize_url — surface "Connect with Teppek" to the user, then retry.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
roleYesThe listing role — this alone fixes supply vs demand (do not send intent_type). vehicle_letter = you OWN the vehicle and are renting it OUT (lessor); for a user who WANTS to rent a vehicle use vehicle_renter. Likewise estate_landlord (renting out) vs estate_renter (wants to rent), estate_seller vs estate_buyer, career_employer (posting a job) vs career_seeker (a CV), service_pro (offering) vs service_client (wants a service).
priceYes
titleYes
imagesNo
detailsNo
currencyYesISO-4217 currency code matching the listing country (e.g. USD, EUR, GBP, TRY). Required — there is no default, to avoid silently mislabeling non-Turkish listings.
locationYesListing coordinates as { lat, lon }. A free-text address is NOT accepted — resolve it to coordinates before calling.
verticalYes
descriptionNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "http://json-schema.org/draft-07/schema#",
      +  "additionalProperties": {},
      +  "properties": {},
      +  "type": "object"
      +}
  2. First observed

TDQS

A4.5/5.0
Behavior5/5

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

Annotations only flag readOnly=false and openWorld=true; the description goes far beyond them by disclosing credit consumption, the pending AI-moderation state, the refund policy with the prohibited/spam exception, and both error paths (ACTIVE_LISTING_LIMIT_REACHED with pay_url, AUTH_REQUIRED with authoriz_url) plus the recommended user-facing recovery action. No contradiction with annotations.

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

Conciseness5/5

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

Six sentences deliver purpose, a format constraint, two preconditions, side effects, moderation/refund policy, and auth recovery — acroximately 180 words for a 9-param tool with 16 siblings. No sentence is redundant, and the critical constraints are front-loaded before the workflow details.

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

Completeness5/5

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

This is a highly complex mutating tool with 9 params, nested location and details objects, credit side effects, moderation, and auth — yet preconditions, side effects with exceptions, and error recovery are all specified. Because an output schema exists, the lack of return-format prose is not a gap.

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?

With only 33% schema coverage, the description compensates for the two most error-prone paramaters: it reinforces that location must be {lat, lon} coordinates, and it defines the images semantic — keys returned by request_image_upload, not URLs. However, six paramaters including the opaque details object receive no added meaning beyond what the schema provides.

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?

Opens with a specific verb and resource — 'Publish a listing on behalf of the user' — and immediately scopes it to the 4 verticals and 12 roles. This clearly distinguishes create_listing from mutation siblings like update_listing, delete_listing, renew_listing, and set_listing_status without needing to inspect any schema.

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 explicit workflow guidance: a prior get_entitlements call to confirm credit and slot, a prior request_image_upload call for each photo, and a connected Teppek account are all stated as prerequisites. It does not explicitly state when-not-to-use or route to an alternative, but the precondition sequencing defines the usage context clearly.

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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TDQS

A4.2/5.0
Disambiguation4/5

Most tools map cleanly to a resource+action pattern, but search_listings vs semantic_search both retrieve listings and send_message vs reply_to_conversation can both append to an existing thread. The descriptions mostly steer the right choice, but the overlaps are real enough to introduce occasional misselection.

Naming Consistency4/5

The suite overwhelmingly uses snake_case verb_noun names like create_listing, update_listing, list_conversations, and set_listing_status. The main inconsistency is semantic_search, which breaks the verb-first pattern, and a few names like list_my_listings include a possessive, but there is no chaotic mixing of conventions.

Tool Count4/5

At 16 tools, the set sits just above the typical 3-15 sweet spot, but the marketplace domain justifies separate tools for listing management, search, images, entitlements, and messaging. Most tools earn their place, though send_message and reply_to_conversation are somewhat redundant.

Completeness4/5

The listing lifecycle is well covered: create, read, update, delete, renew, status changes, and image management all exist, supported by two search modes and a complete conversation path. Minor gaps remain, such as no tool to enumerate the supported verticals/roles and limited country-wide browsing outside the career vertical, but agents can work around them.

Resources