Skip to main content
Glama

Brapi Find Locations

brapi_find_locations
Read-only

Find research stations / field sites by country, abbreviation, type, location ID, or free-text. Countries filter by ISO 3166-1 alpha-3 code via countryCodes, or by free-form English country name via countryNames (resolved client-side to alpha-3 — "Uganda" → "UGA"). Optional bbox parameter restricts rows to a latitude/longitude window. When no first-page row falls inside it under the spec GeoJSON [lon, lat, alt] reading and a row carries a Point geometry, bbox is retried with axes swapped; if that matches, the swapped reading is used (non-conformant servers store [lat, lon, alt]) with a warning and coordinateAxisOrder: "swapped". results[] holds the leading matches up to loadLimit and a 24,000-byte budget; when it holds fewer rows than matched, the matched set is materialized as a dataframe — read it with brapi_dataframe_describe and brapi_dataframe_query (SQL).

Input Schema

NameRequiredDescriptionDefault
bboxNoOptional post-fetch bounding box. Nonempty boxes require all four bounds with minimum <= maximum; malformed boxes fail. An empty object is omitted.
aliasNoConnection alias. Omit to use alias `default`. An alias registered via brapi_connect works, and so does one the server has a URL configured for (a built-in alias, an operator-configured alias, or `default` on a deployment with a default server), which connects on first use. Calls that used a non-default alias must pass that same alias here.
loadLimitNoCap on rows returned inline in results[]. Omit for the deployment default. results[] also stops at a 24,000-byte budget, whichever bound comes first, and keeps at least one row when any matched. When results[] holds fewer rows than matched, the matched rows are staged in a dataframe (marked truncated if the upstream walk stopped short); query it with brapi_dataframe_query (SQL) instead of paging row-by-row.
locationsNoFilter by locationDbIds.
countryCodesNoCountry codes; alphabetic codes are uppercased, numeric upstream codes are preserved.
countryNamesNoEnglish country names or aliases (e.g. "Uganda", "United States", "USA") resolved to alpha-3 codes and merged into countryCodes. Unresolved names warn when another effective country restriction remains; otherwise the call fails. Prefer countryCodes when known.
extraFiltersNoExtra BrAPI filters forwarded verbatim. Valid keys vary by endpoint; brapi_describe_filters enumerates them. Named params on this tool take precedence on conflict.
abbreviationsNoShort location abbreviations.
locationNamesNoFilter by display name.
locationTypesNoLocation type — e.g. "Research Station", "Field".

Output Schema

NameRequiredDescriptionDefault
capNoThe effective loadLimit when truncated; shown is below it when the 24,000-byte inline budget bound first (notice says which).
aliasNoConnection alias the call used.
errorNoPresent when the call failed. Absent on success.
shownNoLength of results[] when truncated.
noticeNoWhy results[] is empty, or which bound cut it short and the dataframe holding the matched rows.
hasMoreNoTrue when more rows exist beyond the returned set.
resultsNoLeading matched location rows, up to loadLimit and a 24,000-byte budget, whichever binds first. A bbox filter applies before the cut, across every page scanned.
warningsNoAdvisory messages (unresolved country names, filter overrides, capability gaps).
dataframeNoThe matched rows, staged as a dataframe when results[] holds fewer.
truncatedNoTrue when results[] holds fewer rows than matched because loadLimit or the inline byte budget bound.
totalCountNoTotal rows reported by the server, else the rows scanned; with an active bbox, the scanned rows inside it.
distributionsNoValue frequency per field across every matched row fetched.
returnedCountNoLength of results[] after any bbox filtering.
appliedFiltersNoFilter map sent upstream (named filters plus extraFilters).
refinementHintNoSuggested refinement when the result set is large.
coordinateAxisOrderNoAxis order used to read GeoJSON Point coordinates: "spec" is RFC 7946 [lon, lat, alt?]; "swapped" means the upstream stores [lat, lon, alt?] and bbox and rendered coordinates used that order.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_bbox`: A nonempty bbox is incomplete or has reversed latitude or longitude bounds. `unresolved_country_names`: No countryNames resolve and no effective countryCodes restriction remains. `unknown_alias`: No connection is registered under the requested alias, and the server has no base URL configured for it to connect on first use. `auth_token_exchange_failed`: Connecting the alias on first use, the SGN or OAuth token exchange against the BrAPI /token endpoint failed. `auth_no_access_token`: Connecting the alias on first use, the token endpoint answered without returning an access token. `capability_discovery_unavailable`: Neither /serverinfo nor /calls listed any call, and at least one of them timed out, was unreachable, or answered 429 or a 5xx other than 501, so nothing was cached. `upstream_unauthorized`: The BrAPI server answered HTTP 401: it requires credentials, or rejected the ones sent. `upstream_forbidden`: The BrAPI server answered HTTP 403: the credentials sent, or their absence, lack access. `alias_base_url_invalid`: The base URL configured on the server for this alias is not an absolute http(s) URL, or carries credentials. `private_address_blocked`: The base URL configured for this alias, or its token URL, is on a private or reserved address this server may not reach. `all_filters_dropped`: The active dialect dropped every filter the agent supplied — the upstream server does not honor any of the requested scope filters on this endpoint, so the call would silently widen to the unfiltered baseline. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `upstream_not_found`: An uncaught BrAPI data request answered HTTP 404. `upstream_rate_limited`: An uncaught BrAPI data request exhausted retries after HTTP 429. `missing_find_route`: Neither the GET list nor a usable POST search route is advertised. `search_endpoint_disabled`: Only a POST search route marked unusable by the active dialect is advertised. `invalid_bbox`: A nonempty bbox is incomplete or has reversed latitude or longitude bounds. `unresolved_country_names`: No countryNames resolve and no effective countryCodes restriction remains. `unknown_alias`: No connection is registered under the requested alias, and the server has no base URL configured for it to connect on first use. `auth_token_exchange_failed`: Connecting the alias on first use, the SGN or OAuth token exchange against the BrAPI /token endpoint failed. `auth_no_access_token`: Connecting the alias on first use, the token endpoint answered without returning an access token. `capability_discovery_unavailable`: Neither /serverinfo nor /calls listed any call, and at least one of them timed out, was unreachable, or answered 429 or a 5xx other than 501, so nothing was cached. `upstream_unauthorized`: The BrAPI server answered HTTP 401: it requires credentials, or rejected the ones sent. `upstream_forbidden`: The BrAPI server answered HTTP 403: the credentials sent, or their absence, lack access. `alias_base_url_invalid`: The base URL configured on the server for this alias is not an absolute http(s) URL, or carries credentials. `private_address_blocked`: The base URL configured for this alias, or its token URL, is on a private or reserved address this server may not reach. `all_filters_dropped`: The active dialect dropped every filter the agent supplied — the upstream server does not honor any of the requested scope filters on this endpoint, so the call would silently widen to the unfiltered baseline. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "invalid_bbox",
      -  "unresolved_country_names",
      -  "unknown_alias",
      -  "auth_token_exchange_failed",
      -  "auth_no_access_token",
      -  "capability_discovery_unavailable",
      -  "upstream_unauthorized",
      -  "upstream_forbidden",
      -  "alias_base_url_invalid",
      -  "private_address_blocked",
      -  "all_filters_dropped"
      -]New value: +[
      +  "upstream_not_found",
      +  "upstream_rate_limited",
      +  "missing_find_route",
      +  "search_endpoint_disabled",
      +  "invalid_bbox",
      +  "unresolved_country_names",
      +  "unknown_alias",
      +  "auth_token_exchange_failed",
      +  "auth_no_access_token",
      +  "capability_discovery_unavailable",
      +  "upstream_unauthorized",
      +  "upstream_forbidden",
      +  "alias_base_url_invalid",
      +  "private_address_blocked",
      +  "all_filters_dropped"
      +]
  2. Changed6 schema fields changed
    • changedInput schema / properties / bbox / description
      Previous value: -"Optional post-fetch bounding box. All four corners must be set to activate the filter."New value: +"Optional post-fetch bounding box. Nonempty boxes require all four bounds with minimum <= maximum; malformed boxes fail. An empty object is omitted."
    • changedInput schema / properties / countryCodes / description
      Previous value: -"ISO 3166-1 alpha-3 country codes."New value: +"Country codes; alphabetic codes are uppercased, numeric upstream codes are preserved."
    • changedInput schema / properties / countryNames / description
      Previous value: -"Free-form English country names or aliases (e.g. \"Uganda\", \"United States\", \"USA\") resolved client-side to ISO 3166-1 alpha-3 codes and merged into countryCodes. Names that do not resolve surface as a warning. Prefer countryCodes when you already have alpha-3 codes."New value: +"English country names or aliases (e.g. \"Uganda\", \"United States\", \"USA\") resolved to alpha-3 codes and merged into countryCodes. Unresolved names warn when another effective country restriction remains; otherwise the call fails. Prefer countryCodes when known."
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `unknown_alias`: No connection is registered under the requested alias, and the server has no base URL configured for it to connect on first use. `auth_token_exchange_failed`: Connecting the alias on first use, the SGN or OAuth token exchange against the BrAPI /token endpoint failed. `auth_no_access_token`: Connecting the alias on first use, the token endpoint answered without returning an access token. `capability_discovery_unavailable`: Neither /serverinfo nor /calls listed any call, and at least one of them timed out, was unreachable, or answered 429 or a 5xx other than 501, so nothing was cached. `upstream_unauthorized`: The BrAPI server answered HTTP 401: it requires credentials, or rejected the ones sent. `upstream_forbidden`: The BrAPI server answered HTTP 403: the credentials sent, or their absence, lack access. `alias_base_url_invalid`: The base URL configured on the server for this alias is not an absolute http(s) URL, or carries credentials. `private_address_blocked`: The base URL configured for this alias, or its token URL, is on a private or reserved address this server may not reach. `all_filters_dropped`: The active dialect dropped every filter the agent supplied — the upstream server does not honor any of the requested scope filters on this endpoint, so the call would silently widen to the unfiltered baseline. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_bbox`: A nonempty bbox is incomplete or has reversed latitude or longitude bounds. `unresolved_country_names`: No countryNames resolve and no effective countryCodes restriction remains. `unknown_alias`: No connection is registered under the requested alias, and the server has no base URL configured for it to connect on first use. `auth_token_exchange_failed`: Connecting the alias on first use, the SGN or OAuth token exchange against the BrAPI /token endpoint failed. `auth_no_access_token`: Connecting the alias on first use, the token endpoint answered without returning an access token. `capability_discovery_unavailable`: Neither /serverinfo nor /calls listed any call, and at least one of them timed out, was unreachable, or answered 429 or a 5xx other than 501, so nothing was cached. `upstream_unauthorized`: The BrAPI server answered HTTP 401: it requires credentials, or rejected the ones sent. `upstream_forbidden`: The BrAPI server answered HTTP 403: the credentials sent, or their absence, lack access. `alias_base_url_invalid`: The base URL configured on the server for this alias is not an absolute http(s) URL, or carries credentials. `private_address_blocked`: The base URL configured for this alias, or its token URL, is on a private or reserved address this server may not reach. `all_filters_dropped`: The active dialect dropped every filter the agent supplied — the upstream server does not honor any of the requested scope filters on this endpoint, so the call would silently widen to the unfiltered baseline. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "unknown_alias",
      -  "auth_token_exchange_failed",
      -  "auth_no_access_token",
      -  "capability_discovery_unavailable",
      -  "upstream_unauthorized",
      -  "upstream_forbidden",
      -  "alias_base_url_invalid",
      -  "private_address_blocked",
      -  "all_filters_dropped"
      -]New value: +[
      +  "invalid_bbox",
      +  "unresolved_country_names",
      +  "unknown_alias",
      +  "auth_token_exchange_failed",
      +  "auth_no_access_token",
      +  "capability_discovery_unavailable",
      +  "upstream_unauthorized",
      +  "upstream_forbidden",
      +  "alias_base_url_invalid",
      +  "private_address_blocked",
      +  "all_filters_dropped"
      +]
    • changedOutput schema / properties / warnings / description
      Previous value: -"Advisory messages (bbox malformed, filter overrides, capability gaps)."New value: +"Advisory messages (unresolved country names, filter overrides, capability gaps)."
  3. Changed32 schema fields changed
    • addedInput schema / properties / abbreviations / items / pattern
      Added value: +"\\S"
    • changedInput schema / properties / alias / description
      Previous value: -"Connection alias registered via brapi_connect. Omit to read the connection registered under alias `default` — i.e. a prior brapi_connect call that did not specify an alias. Calls that used a non-default alias must pass that same alias here."New value: +"Connection alias. Omit to use alias `default`. An alias registered via brapi_connect works, and so does one the server has a URL configured for (a built-in alias, an operator-configured alias, or `default` on a deployment with a default server), which connects on first use. Calls that used a non-default alias must pass that same alias here."
    • addedInput schema / properties / countryCodes / items / pattern
      Added value: +"\\S"
    • addedInput schema / properties / countryNames / items / pattern
      Added value: +"\\S"
    • changedInput schema / properties / loadLimit / description
      Previous value: -"Cap on rows returned inline. Omit for the deployment default. Rows beyond the cap land in a dataframe; query with brapi_dataframe_query (SQL) instead of paging row-by-row."New value: +"Cap on rows returned inline in results[]. Omit for the deployment default. results[] also stops at a 24,000-byte budget, whichever bound comes first, and keeps at least one row when any matched. When results[] holds fewer rows than matched, the matched rows are staged in a dataframe (marked truncated if the upstream walk stopped short); query it with brapi_dataframe_query (SQL) instead of paging row-by-row."
    • addedInput schema / properties / locationNames / items / pattern
      Added value: +"\\S"
    • addedInput schema / properties / locationTypes / items / pattern
      Added value: +"\\S"
    • addedInput schema / properties / locations / items / pattern
      Added value: +"\\S"
    • changedOutput schema / properties / alias / description
      Previous value: -"Alias of the registered BrAPI connection the call used."New value: +"Connection alias the call used."
    • changedOutput schema / properties / appliedFilters / description
      Previous value: -"The final filter map sent to the server (named + extraFilters)."New value: +"Filter map sent upstream (named filters plus extraFilters)."
    • addedOutput schema / properties / cap
      Added value: +{
      +  "description": "The effective loadLimit when truncated; shown is below it when the 24,000-byte inline budget bound first (notice says which).",
      +  "exclusiveMinimum": 0,
      +  "maximum": 9007199254740991,
      +  "type": "integer"
      +}
    • changedOutput schema / properties / coordinateAxisOrder / description
      Previous value: -"Axis interpretation used when reading GeoJSON Point coordinates. \"spec\" follows the GeoJSON RFC 7946 [lon, lat, alt?] convention. \"swapped\" indicates the upstream server stores [lat, lon, alt?] (non-conformant) and bbox + rendered coordinates were interpreted accordingly."New value: +"Axis order used to read GeoJSON Point coordinates: \"spec\" is RFC 7946 [lon, lat, alt?]; \"swapped\" means the upstream stores [lat, lon, alt?] and bbox and rendered coordinates used that order."
    • changedOutput schema / properties / dataframe / description
      Previous value: -"Dataframe handle when the full result set was materialized as a dataframe. Query it with brapi_dataframe_query (SQL)."New value: +"The matched rows, staged as a dataframe when results[] holds fewer."
    • changedOutput schema / properties / dataframe / properties / columnLegend / description
      Previous value: -"Maps a sanitized column name back to its original upstream key, for columns renamed to clear the SQL-safe-identifier gate (e.g. `end` → `end_`). Present only when a column was renamed — write SQL against the sanitized (left-hand) names."New value: +"Sanitized column name → original upstream key, present only when a column was renamed to be SQL-safe (e.g. `end` → `end_`). SQL uses the sanitized names."
    • changedOutput schema / properties / dataframe / properties / columns / description
      Previous value: -"Full column list of the dataframe."New value: +"Every column name."
    • changedOutput schema / properties / dataframe / properties / columns / items / description
      Previous value: -"Column name from the materialized rows."New value: +"Column name."
    • changedOutput schema / properties / dataframe / properties / createdAt / description
      Previous value: -"ISO 8601 timestamp the dataframe was created."New value: +"ISO 8601 creation time."
    • changedOutput schema / properties / dataframe / properties / expiresAt / description
      Previous value: -"ISO 8601 timestamp after which the dataframe metadata will be purged. Re-run the find_* tool to refresh, or copy results out before expiry."New value: +"ISO 8601 time the dataframe metadata is purged; copy rows out before, or re-run the producing tool."
    • changedOutput schema / properties / dataframe / properties / maxRows / description
      Previous value: -"Cap that was applied at create time, when truncation occurred."New value: +"Row cap that ended the pull, present only when that cap fired."
    • changedOutput schema / properties / dataframe / properties / rowCount / description
      Previous value: -"Number of rows materialized in the dataframe."New value: +"Rows in the dataframe."
    • changedOutput schema / properties / dataframe / properties / tableName / description
      Previous value: -"Dataframe name. Use with brapi_dataframe_describe (schema + provenance) and brapi_dataframe_query (SQL)."New value: +"Table name for brapi_dataframe_describe and brapi_dataframe_query."
    • changedOutput schema / properties / dataframe / properties / totalCount / description
      Previous value: -"Total rows reported by the upstream server (may exceed rowCount when truncated)."New value: +"Upstream-reported row total, when known; can exceed rowCount."
    • changedOutput schema / properties / dataframe / properties / truncated / description
      Previous value: -"True when the dataframe hit a row cap before exhausting upstream."New value: +"True when the dataframe holds less than the upstream reports: a cap, failed page, deadline, or short upstream ended the pull, or it was skipped. warnings says which. Absent otherwise."
    • changedOutput schema / properties / distributions / description
      Previous value: -"Value frequency per field across the full result set."New value: +"Value frequency per field across every matched row fetched."
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `unknown_alias`: No connection has been registered under the requested alias. `all_filters_dropped`: The active dialect dropped every filter the agent supplied — the upstream server does not honor any of the requested scope filters on this endpoint, so the call would silently widen to the unfiltered baseline. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `unknown_alias`: No connection is registered under the requested alias, and the server has no base URL configured for it to connect on first use. `auth_token_exchange_failed`: Connecting the alias on first use, the SGN or OAuth token exchange against the BrAPI /token endpoint failed. `auth_no_access_token`: Connecting the alias on first use, the token endpoint answered without returning an access token. `capability_discovery_unavailable`: Neither /serverinfo nor /calls listed any call, and at least one of them timed out, was unreachable, or answered 429 or a 5xx other than 501, so nothing was cached. `upstream_unauthorized`: The BrAPI server answered HTTP 401: it requires credentials, or rejected the ones sent. `upstream_forbidden`: The BrAPI server answered HTTP 403: the credentials sent, or their absence, lack access. `alias_base_url_invalid`: The base URL configured on the server for this alias is not an absolute http(s) URL, or carries credentials. `private_address_blocked`: The base URL configured for this alias, or its token URL, is on a private or reserved address this server may not reach. `all_filters_dropped`: The active dialect dropped every filter the agent supplied — the upstream server does not honor any of the requested scope filters on this endpoint, so the call would silently widen to the unfiltered baseline. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "unknown_alias",
      -  "all_filters_dropped"
      -]New value: +[
      +  "unknown_alias",
      +  "auth_token_exchange_failed",
      +  "auth_no_access_token",
      +  "capability_discovery_unavailable",
      +  "upstream_unauthorized",
      +  "upstream_forbidden",
      +  "alias_base_url_invalid",
      +  "private_address_blocked",
      +  "all_filters_dropped"
      +]
    • changedOutput schema / properties / notice / description
      Previous value: -"Guidance when no rows were returned — how to broaden filters or retry."New value: +"Why results[] is empty, or which bound cut it short and the dataframe holding the matched rows."
    • changedOutput schema / properties / refinementHint / description
      Previous value: -"Suggested next-step query refinement when the result set is large."New value: +"Suggested refinement when the result set is large."
    • changedOutput schema / properties / results / description
      Previous value: -"Location rows returned in-context (up to loadLimit). Bbox filter is applied after the upstream fetch."New value: +"Leading matched location rows, up to loadLimit and a 24,000-byte budget, whichever binds first. A bbox filter applies before the cut, across every page scanned."
    • addedOutput schema / properties / shown
      Added value: +{
      +  "description": "Length of results[] when truncated.",
      +  "exclusiveMinimum": 0,
      +  "maximum": 9007199254740991,
      +  "type": "integer"
      +}
    • changedOutput schema / properties / totalCount / description
      Previous value: -"Total rows reported by the server (or the post-bbox count when a bbox filter is active)."New value: +"Total rows reported by the server, else the rows scanned; with an active bbox, the scanned rows inside it."
    • addedOutput schema / properties / truncated
      Added value: +{
      +  "description": "True when results[] holds fewer rows than matched because loadLimit or the inline byte budget bound.",
      +  "type": "boolean"
      +}
  4. First observed

TDQS

A4.6/5.0
Behavior5/5

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

Annotations cover only readOnlyHint/openWorldHint, and the description adds substantial behavior the annotations do not: client-side resolution of countryNames to alpha-3 (with warn-vs-fail semantics on unresolved names), a bbox retry with swapped axes when no first-page row falls inside, the `coordinateAxisOrder: "swapped"` marker plus warning, and the 24,000-byte inline budget with dataframe staging on truncation.

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 purpose and filter facets before the operational caveats, and every sentence carries information. It is dense, and the loadLimit/24,000-byte/budget material partly restates the loadLimit schema description, which is a minor waste rather than a structural flaw.

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 10-parameter, nested-schema, open-world read tool with an output schema, the description covers the complications an agent could not infer: country name resolution failure modes, non-conformant coordinate ordering, inline row budget, and the dataframe escape hatch when results are truncated.

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?

With 100% schema coverage the baseline is 3, and the description goes beyond the schema by explaining the countryNames→countryCodes merge and precedence, and the bbox axis-order fallback that changes what the bbox parameter actually does. The remaining params (abbreviations, locationNames, locationTypes, locations) are left to the schema, which is reasonable given its quality.

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 concrete verb ('Find') plus a precisely scoped resource ('research stations / field sites' / locations) and enumerates the filterable facets (country, abbreviation, type, location ID, free-text). The resource is unambiguous against siblings such as brapi_find_germplasm, brapi_find_studies, and brapi_find_images, so an agent can pick it 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?

Gives real routing guidance: prefer countryCodes when the code is known, and when results[] is truncated, materialize and read the matched set via brapi_dataframe_describe/brapi_dataframe_query rather than paging. It offers no explicit 'when-not' or statement of when another find_* tool is the better choice, which keeps it short of a 5.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.