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psilocybincenters

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Find a state-licensed psilocybin center by city.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
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TDQS

A4/5.0

Scored across 6 tools

Disambiguation5/5

Each tool has a distinct resource and action: single lookup by slug vs. full-text search vs. aggregate stats vs. three list endpoints for different resource types. There is no overlap in purpose, making selection unambiguous.

Naming Consistency5/5

All tools use snake_case with a consistent verb_noun pattern (get_listing, get_stats, list_categories, list_places, list_sources, search_listings). No naming deviations or mixed conventions.

Tool Count5/5

Six read-only tools are well-scoped for a directory API. Each covers a necessary access pattern—lookup, search, stats, categories, places, sources—without redundancy or bloat.

Completeness4/5

Core read-only workflows are covered, but the surface lacks direct retrieval of individual place, category, or source records and a clear paginated 'list all centers' operation. These are minor gaps agents can work around via search and list endpoints.

Available Tools

6 tools
get_listingA
Read-onlyIdempotent
Inspect

Get one published psilocybin center by its slug.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesThe listing slug.

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds one genuinely useful behavioral fact — only *published* centers are returned — but says nothing about what happens for an unknown or unpublished slug (error vs empty).

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?

One short sentence, correctly front-loaded with verb and resource, with zero filler. Nothing to trim.

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 a single-parameter read tool with complete schema coverage, full annotations, and no output schema, the description is nearly sufficient. The only missing piece is failure behavior for a missing/unpublished slug.

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 coverage is 100% and the single parameter is fully described with type, pattern, and length bounds, so the baseline 3 applies. The description only echoes 'by its slug' and adds no format or sourcing detail beyond the schema.

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

Purpose4/5

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

Specific verb (get) plus resource (published psilocybin center) and the lookup key (slug). It is distinguishable from search_listings and list_places, though it never names those siblings explicitly.

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 phrase 'by its slug' implies the precondition for calling it, but there is no explicit when-to-use guidance or routing to search_listings when only a name/query is available. Usage is inferable rather than stated.

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

get_statsA
Read-onlyIdempotent
Inspect

Get the number of published psilocybin centers, places and categories, and when the data last changed.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and a closed-world scope, so the safety profile is covered. With no output schema, the description adds real value by disclosing the return content (counts of centers, places, categories) and data-freshness information ('when the data last changed'), though it does not specify the response shape or caching behavior.

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?

A single, front-loaded sentence that delivers the tool's purpose, scope, and return content with no wasted words.

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 a zero-parameter, read-only aggregate tool with no output schema, the description is nearly sufficient: it names what is counted and notes freshness. A minor gap is that sibling list_sources exists, but the description does not clarify whether source counts are included or intentionally excluded.

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 tool takes zero parameters, so the baseline is 4. The description correctly implies no filtering options are accepted, and there is nothing in the empty schema that the description needs to compensate for.

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 ('Get the number of') and precise resources (published psilocybin centers, places, categories, plus last-changed timestamp). This clearly distinguishes it from the sibling list_*/search_* tools, which return actual records rather than aggregate counts.

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?

Usage is implied: an agent can infer this is the aggregate/count tool to use instead of list_categories, list_places, or search_listings. However, the description never explicitly says when to prefer it over those siblings, nor does it state any exclusions or prerequisites.

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

list_categoriesA
Read-onlyIdempotent
Inspect

List categories with their psilocybin center counts.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, non-destructive, and closed-world, so the safety profile is fully covered. The description adds only that results carry center counts, which is mild extra context; it says nothing about ordering or whether zero-count categories appear.

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?

A single front-loaded sentence with no filler; the payload (categories plus counts) is stated immediately.

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 output schema, the description does the minimum necessary by naming the return content (categories with center counts). It omits ordering or empty-category behavior, but for a parameterless list tool this is close to sufficient.

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 tool takes zero parameters, so the baseline is 4. The description introduces no parameter concepts and none are needed.

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

Purpose4/5

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

States a specific verb and resource ('List categories') and adds scope detail ('with their psilocybin center counts'), so the agent knows exactly what is returned. It does not explicitly differentiate itself from siblings like list_places or list_sources, but the resource name is distinct enough to avoid confusion.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

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

There is no statement of when to use this tool versus alternatives such as list_places, get_stats, or search_listings. Usage is only implied by the resource name, with no exclusions or prerequisites given.

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

list_placesA
Read-onlyIdempotent
Inspect

List countries, regions and cities that have psilocybin centers.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive and openWorldHint=false, so the safety profile is covered. The description adds one genuine behavioral trait beyond them — results are pre-filtered to places that actually have psilocybin centers — but says nothing about ordering, pagination, or the shape of what 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.

Conciseness5/5

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

A single sentence with no filler, and the geographic scope plus the filtering condition are both front-loaded. Nothing could be cut without losing information.

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 a zero-parameter read-only lister with no output schema, the description is nearly sufficient: it names the entities returned and the filter applied. It could be complete with one clause on how the results are structured (flat list vs. country/region/city hierarchy).

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 tool takes zero parameters, so per the baseline this dimension sits at 4. There is no parameter semantics for the description to add or omit.

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

Purpose4/5

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

States a specific verb ('List') and a precise resource scope (countries, regions, cities filtered to those with psilocybin centers). The geographic resource is clearly distinct from sibling listers like list_categories and list_sources, though no sibling is named explicitly.

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?

Usage is only implied: an agent can infer this is the geographic-coverage lookup, but there is no statement of when to prefer it over list_categories/list_sources or whether it needs to be paired with search_listings. No exclusions or prerequisites are given.

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

list_sourcesA
Read-onlyIdempotent
Inspect

List where the psilocybin center data comes from, with the license and refresh of each source.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the bar is lower. The description still adds value by disclosing that each entry carries a license and a refresh cadence, which tells the agent what it will get back in the absence of an output schema.

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?

A single sentence with the resource and the returned fields front-loaded; nothing is wasted or padded.

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 a zero-parameter, read-only listing tool with no output schema, the description is nearly complete: it names the resource and the two most decision-relevant returned attributes. It could say slightly more about what else each source entry contains (e.g., name, URL), but nothing needed to invoke it correctly is missing.

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 parameter semantics to explain; the baseline for a no-arg tool applies. The description does not need to compensate for any schema gap.

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 ('List where the psilocybin center data comes from') and even previews the fields returned (license, refresh). No sibling tool (get_listing, get_stats, list_categories, list_places, search_listings) deals with source provenance, so the tool is clearly distinguishable.

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?

Usage is only implied: an agent can infer this is for provenance/attribution questions, but the description never states when to call it versus the sibling list/search tools or whether it is a prerequisite for interpreting other data. No exclusions or alternatives are named.

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

search_listingsB
Read-onlyIdempotent
Inspect

Search published psilocybin centers by text, place and category.

ParametersJSON Schema
NameRequiredDescriptionDefault
qNoSearch text, with at least one letter or digit. Matches name, categories, attributes, description and place. Typos fall back to close matches.
cityNoCity slug, from /places.
sortNo`relevance` needs `q` and is the default with it. `name` is the default without `q`. `recent` is newest first.
limitNoItems per page.
cursorNo`page.nextCursor` from the previous response. Opaque. Send the same filters and `limit`.
regionNoRegion slug, from /places.
countryNoISO 3166-1 alpha-2 country code, any case. A country the directory does not cover, as listed in /places, gives 400.
categoryNoCategory slug, from /categories. A parent slug also matches its children.

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare read-only, idempotent, non-destructive, and closed-world behavior. The description adds a useful scope constraint that only published centers are searched, but it omits pagination/result behavior and any rate or error context.

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?

A single front-loaded sentence with no filler. Every phrase contributes to the search scope.

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?

All 8 parameters are optional and fully documented in the schema, so the description is mostly sufficient for invocation. It omits how results/pagination are returned and does not route agents to list_places or list_categories for slug discovery, but those gaps are modest.

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 all parameters are already documented in the schema. The description only names text/place/category facets and does not add meaning beyond the schema for sort, cursor, limit, country, or region.

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

Purpose4/5

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

Specific verb 'Search' and resource 'published psilocybin centers', plus searchable facets of text, place, and category. It does not explicitly differentiate from siblings such as get_listing or list_places, so it falls short of a 5.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

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

No explicit when-to-use or when-not guidance, and no mention of alternatives like list_places/list_categories for discovering slugs or get_listing for details. Usage is only implied by the verb.

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.

  1. 6 tool updates
    • First observedget_listing
    • First observedget_stats
    • First observedlist_categories
    • First observedlist_places
    • First observedlist_sources
    • First observedsearch_listings

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