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CoreLoop Business Network

get_business_services

Read-only

One business's service catalogue, with filtering, sorting and pagination. Page with offset/limit and read has_more — the order is stable, so a second page will not repeat or skip a service.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNoPagination position: omit for the first page, then pass back the `next_offset` token from the previous response VERBATIM. The token is opaque and bound to the catalogue as it was when the page was issued — if services were added, removed or reordered since, the call returns `cursor_expired` and you should restart without an offset. A plain integer offset is still accepted in EITHER spelling — as a JSON number (20) or as its exact string form ("20") — and skips that many results with no catalogue binding. Only a string that is neither an exact integer nor a token this endpoint issued (for example a mangled or truncated token) is refused with `cursor_expired` rather than resumed.
sort_byNoField to sort by. Recognised values: price, duration, name, category (unrecognised values are ignored — results stay unsorted).
businessYesWhich business to ask: its CoreLoop slug, or the `business_id` returned by search_businesses. `business_id` is an opaque, stable, public routing identifier — safe to store and re-use across sessions, unchanged by a rename or a slug change, and carrying no sensitive information. Pass back exactly the value search_businesses gave you: do not parse it, do not infer meaning from its format, and do not construct one.
categoryNoFilter by service category
max_priceNoOnly services priced at or below this amount
min_priceNoOnly services priced at or above this amount
price_typeNoFilter by price type (e.g. fixed, from, range, hourly, free, contact, or unpublished for services with no price set)
sort_orderNoSort direction (defaults to asc)
max_durationNoOnly services lasting at most this many minutes
min_durationNoOnly services lasting at least this many minutes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
totalNo
localeNo
offsetNo
restartNo
businessNo
has_moreNo
servicesNo
data_sourceNo
next_offsetNo
last_updatedNo
returned_countNo

Schema Changelog

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

  1. Changed8 schema fields changed
    • addedInput schema / properties / offset / anyOf
      Added value: +[
      +  {
      +    "maximum": 10000,
      +    "minimum": 0,
      +    "type": "integer"
      +  },
      +  {
      +    "maxLength": 64,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • changedInput schema / properties / offset / description
      Previous value: -"Number of results to skip (pagination)"New value: +"Pagination position: omit for the first page, then pass back the `next_offset` token from the previous response VERBATIM. The token is opaque and bound to the catalogue as it was when the page was issued — if services were added, removed or reordered since, the call returns `cursor_expired` and you should restart without an offset. A plain integer offset is still accepted in EITHER spelling — as a JSON number (20) or as its exact string form (\"20\") — and skips that many results with no catalogue binding. Only a string that is neither an exact integer nor a token this endpoint issued (for example a mangled or truncated token) is refused with `cursor_expired` rather than resumed."
    • removedInput schema / properties / offset / maximum
      Removed value: -10000
    • removedInput schema / properties / offset / minimum
      Removed value: -0
    • removedInput schema / properties / offset / type
      Removed value: -"integer"
    • addedOutput schema / properties / next_offset
      Added value: +{
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / restart
      Added value: +{
      +  "type": "boolean"
      +}
    • addedOutput schema / properties / returned_count
      Added value: +{
      +  "type": "integer"
      +}
  2. Changed1 schema field changed
    • changedOutput schema / properties / services / items / properties / price_type / enum
      Previous value: -[
      -  "fixed",
      -  "from",
      -  "range",
      -  "hourly",
      -  "free",
      -  "contact",
      -  "by_quote",
      -  "unpublished",
      -  null
      -]New value: +[
      +  "fixed",
      +  "from",
      +  "range",
      +  "hourly",
      +  "free",
      +  "contact",
      +  "recurring",
      +  "by_quote",
      +  "unpublished",
      +  null
      +]
  3. First observed

TDQS

A4.4/5.0
Behavior5/5

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

Goes well beyond readOnlyHint=true by disclosing the pagination contract: stable ordering guarantees no repeats or skips across pages, has_more signals continuation, and the offset schema documents cursor_expired failure behavior and opaque token handling. The sort_by note that unrecognized values are silently ignored is a non-obvious behavioral trait an agent must know to avoid misinterpreting results.

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?

Two sentences with zero waste: the first front-loads purpose and capabilities, the second states the single most important behavioral guarantee (stable ordering preventing repeats/skips). Every clause earns its place, and the critical pagination contract is stated up front.

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 an 11-parameter read-only catalogue tool, the description plus a 91%-covered schema and an output schema cover the essentials: scope, filtering/sorting/pagination mechanics, cursor error semantics, and return-value shape via the output schema. The only minor gap is no direct statement of error behavior beyond cursor_expired, which the offset parameter documentation largely handles.

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?

Schema description coverage is 91%, so the baseline is 3 even though the tool description itself adds minimal parameter detail — it only frames offset/limit/has_more as the pagination mechanism. The heavy lifting is done by the exemplary schema descriptions (cursor token verbatim rules, integer-vs-string offset acceptance, business_id opacity and stability). The description adds no meaning beyond that, so baseline 3 applies.

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 and resource — 'One business's service catalogue' — with explicit capabilities: filtering, sorting, and pagination. The scope qualifier 'One business's' distinguishes it from siblings like search_businesses (multi-business discovery) and compare_business_services (cross-business comparison), so an agent can select it correctly without opening the 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?

The 'One business's' scope clearly signals the selection condition: use this when a specific business is already identified. The `business` parameter description adds workflow guidance by routing the agent through search_businesses to obtain a business_id. However, there are no explicit exclusions or alternative routing (e.g., when to prefer compare_business_services), so it just misses the top bar.

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

A4.3/5.0
Disambiguation5/5

Each tool targets a distinct aspect of a business: availability hours, service comparison, agent endpoint metadata, full profile, service catalogue, directory search, and sending inquiries. No two tools overlap in purpose; boundaries are clear.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case, with most retrieval tools sharing the get_business_ prefix (get_business_info, get_business_services, get_business_agent) and clear verbs for actions (search, check, compare, send). The pattern is predictable and unambiguous.

Tool Count5/5

Seven tools is well within the ideal 3-15 range and aptly covers the core operations of a business directory: search, view details, services, availability, compare, and inquire. Each tool earns its place with no redundancy.

Completeness5/5

The set covers the full user journey from searching the directory, retrieving business profiles and service details, checking availability, comparing offers, and initiating contact. It also includes agent metadata for programmatic integration. No obvious missing operations for the stated purpose.

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