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Find Bizzy radio stations, read station cards and public author information. Read-only; no playback.

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Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Available Tools

3 tools
find_stationsA
Read-onlyIdempotent
Inspect

Find stations in Bizzy's full backend catalog by name or location, including unavailable stations. Empty query lists all. ID-sorted, bounded pagination; follow next_offset until null.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of results, from 1 to 50.
queryNoCase-insensitive substring of station name or location. Empty lists all stations.
offsetNoNumber of matching stations to skip; results are sorted by ID.

Output Schema

ParametersJSON Schema
NameRequiredDescription
limitYes
totalYesNumber of matches in the full backend catalog, including unavailable stations.
offsetYes
stationsYes
next_offsetYesNext page offset, or null at the end. Catalog changes can move results between pages.

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already provide readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. The description adds meaningful behavioral context beyond that: it includes unavailable stations, empty query lists all, results are ID-sorted, and pagination follows next_offset until null. This is useful operational detail that annotations don't provide.

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?

Three sentences, dense with information, and the most important facts are front-loaded: what it finds, the scope, and key behaviors. No filler, and every sentence carries operational value. The pagination instruction is a natural final sentence.

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?

The description is quite complete given the rich annotations and 100% schema coverage. It covers filtering, ordering, pagination, and inclusion of unavailable stations. It stops short of describing the output schema (but an output schema exists, so that's acceptable per rubric). A small gap: no explicit statement that the tool is read-only, but annotations cover that. Overall, minor missing detail like whether 'full backend catalog' means all stations including system-hidden ones, but that's close to nitpicking.

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 100%, so the schema fully documents the three parameters. However, since there are no required parameters, the description could have added nuance about how query interacts with limit/offset, e.g., whether offset is per-query or per-full-catalog. It does clarify 'Empty query lists all' and 'ID-sorted', which helps understand offset semantics, but it doesn't add much beyond the schema descriptions.

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?

The description says exactly what the tool does: 'Find stations in Bizzy's full backend catalog by name or location, including unavailable stations.' It names the resource (stations in the full catalog), the searchable dimensions (name or location), and an important scope detail (includes unavailable stations). It also implies a list/search distinction from the sibling get_station, which presumably retrieves a single station.

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 clear context for when to use this tool: when searching the full catalog by name or location. It doesn't explicitly name alternatives or exclusion conditions, but the sibling names (get_station, get_bizzy_info) plus the 'full backend catalog' phrasing imply this is the search/list tool vs. a single-record getter. A slight gap is not stating 'use get_station when you already have a station ID'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_bizzy_infoA
Read-onlyIdempotent
Inspect

Read the Bizzy authors and Misha Naer's public contact channels. No authentication required.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
urlYes
nameYes
authorsYes
contactYes

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare the operation as read-only, idempotent, and non-destructive. The description adds valuable behavioral context beyond those hints: the data is public and no authentication is required, which materially affects whether an agent can invoke the tool in a given environment. This is sufficient for a simple zero-parameter read operation.

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 short sentences with no filler. The main purpose statement is front-loaded, and the authentication note follows naturally. Every word earns its place.

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?

For a zero-parameter, read-only tool with an output schema and rich annotations, the description fully covers what the tool returns (author info and contact channels), the access requirement (no auth), and the operation type. Nothing essential is missing for an agent to invoke it 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 input schema has no parameters and schema description coverage is 100%, so the description is not required to explain parameter behavior. Since zero-parameter tools receive a baseline of 4, this is appropriate.

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?

The description names a specific verb ('Read') and a concrete resource ('Bizzy authors and Misha Naer's public contact channels'), making the tool's purpose immediately clear. The resource is distinct from the sibling tools find_stations and get_station, so an agent can differentiate them 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 Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies when to use the tool: when the agent needs Bizzy author information or Misha Naer's public contact channels. It also notes that no authentication is required, which is a useful precondition. However, it does not explicitly mention alternatives or situations where a sibling tool would be preferred.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_stationA
Read-onlyIdempotent
Inspect

Get a Bizzy station by a real catalog UUID. Returns the listening page, not an audio stream. Does not start playback.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesStation UUID from the Bizzy catalog. Never invent an ID.

Output Schema

ParametersJSON Schema
NameRequiredDescription
idYesStation UUID from the Bizzy catalog. Never invent an ID.
nameYesStation name as supplied by the backend.
locationYesBackend location, or an empty string if unspecified.
listen_urlYesCanonical Bizzy listening page to share with a person; not a raw audio stream.
availabilityYesBackend health flag, not a live playback guarantee.

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already indicate readOnly, idepotent, and non-destructive behavior. The description adds clarity beyond these by explicitly stating the tool returns a listening page rather than an audio stream and does not start playback, which is valuable behavioral context for an agent deciding whether to invoke it.

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?

Three short sentences deliver the essential information with no fluff. The core identification and scoping come first, followed by the critical caveats about playback and audio stream behavior.

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?

The tool has one well-documented parameter, clear annotations, and an output schema. The description fully covers what an agent needs to know to decide whether to call it and what to expect, especially the non-playback caveat.

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 100%, so the schema already documents the single parameter thoroughly. The tool description reinforces that the UUID must be real, but adds little beyond the schema's own 'Never invent an ID' guidance.

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?

The description uses a specific verb ('Get') and resource ('Bizzy station') with a precise identifier ('real catalog UUID'),making its purpose immediately clear. It also differentiates itself from siblings by clarifying it returns a listening page, not an audio stream.

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 description clearly conveys when to use the tool: when you have a real catalog UUID and need the station's listening page. It implicitly distinguishes from find_stations, which would be used when searching without a UUID, and get_biz_info, which targets Bizzy info rather than a specific station.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 3 tool updates
    • First observedfind_stations
    • First observedget_bizzy_info
    • First observedget_station

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TDQS

A4.4/5.0
Disambiguation5/5

Each tool targets a clearly distinct purpose: searching the catalog, fetching a single station by UUID, and retrieving author/contact info. The two station-related tools are cleanly separated as list/search versus detail lookup.

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern: find_stations, get_bizzy_info, get_station. There are no mixed naming conventions or vague generic verbs.

Tool Count4/5

Three tools is on the low end but reasonable for a focused read-only catalog server. Each tool has a role, though get_bizzy_info is somewhat auxiliary rather than core to the radio domain.

Completeness4/5

The set provides a usable workflow: find stations, then retrieve a station page by UUID, with author contact info as a bonus. It intentionally omits audio streaming or playback, which is a minor gap if the server is expected to support listening.

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