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Glama

GBG Loqate - Reach

Server Details

Verify addresses, email addresses, and phone numbers with confidence scores.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
gbgplc/lqt
GitHub Stars
2

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Tool DescriptionsA

Average 4.1/5 across 6 of 6 tools scored. Lowest: 3.5/5.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct resource or verification type: policies (list vs show details) and individual verification methods (address, email, phone, composite contact). No overlap in purpose.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (list_policies, show_policy, verify_address, verify_contact, verify_email, verify_phone), using snake_case exclusively.

Tool Count5/5

6 tools is a well-scoped set for verification and policy management, covering essential operations without being excessive or sparse.

Completeness4/5

Core verification workflows are fully covered (address, email, phone, composite). Policy management includes listing and details, but lacks create/update/delete. Minor gap but reasonable for a read-focused verification service.

Available Tools

6 tools
list_policiesA
Read-only
Inspect

List available decisioning policies (strict, shipping, standard, permissive) with their thresholds.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior4/5

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

Annotations already declare readOnlyHint=true, so the agent knows this is a safe read. The description adds value by specifying the exact policies listed and that thresholds are included, providing useful behavioral context beyond 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?

The description is a single, efficient sentence that conveys the core functionality immediately. There is no unnecessary 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?

The description covers purpose and lists the policy types, but does not hint at the output format or structure. Since there is no output schema, a bit more detail on what is returned (e.g., list of policy names and thresholds) would improve completeness.

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?

No parameters exist, so the description does not need to add parameter info. Schema coverage is 100% (no params). Baseline for 0 parameters is 4, and the description does not contradict or add anything misleading.

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 clearly states the tool lists available decisioning policies along with specifics like the four policy names (strict, shipping, standard, permissive) and thresholds. This differentiates it from siblings like show_policy which likely shows details of a single policy.

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 implies use for listing all policies, and the sibling show_policy suggests an alternative for viewing a single policy. However, it does not explicitly state when not to use this tool or provide direct comparison.

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

show_policyA
Read-only
Inspect

Show full details for a specific decisioning policy.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesPolicy name: strict shipping standard or permissive
Behavior3/5

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

Annotations already declare readOnlyHint=true, so agent knows it's safe. Description adds minimal behavioral context ('show full details') but does not describe what 'full details' includes or any constraints.

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?

Single sentence, 9 words, front-loaded with verb. No unnecessary 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 simple read tool with one parameter and no output schema, description is sufficient to understand purpose. However, lack of output format may cause some uncertainty.

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?

Input schema provides 100% coverage for the single 'name' parameter. Description does not add additional meaning beyond the schema description.

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?

Description 'Show full details for a specific decisioning policy' clearly identifies the verb and resource, distinguishing it from sibling tools like list_policies (which lists all policies) and verification tools.

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 usage when needing details of a specific policy, but does not explicitly contrast with list_policies or provide when-not-to-use guidance. No alternatives mentioned.

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

verify_addressA
Read-only
Inspect

Verify an address against Loqate's global reference data. Returns a confidence score (0-1), verification status, and a policy-driven accept/review/reject recommendation. Requires a Loqate API key — pass it via the 'key' field (get one at account.loqate.com).

ParametersJSON Schema
NameRequiredDescriptionDefault
keyNoLoqate API key — required unless the server has one configured or the request carries an Authorization: Bearer header (get one at account.loqate.com)
policyNoPolicy name: strict shipping standard (default) or permissive
addressNoFull address string (free-form — use this OR structured fields below)
countryNoISO 2-letter country code (e.g. US GB DE)
optionsNoLoqate API options. Pass GeoCode here as a boolean — it is sent at the request root where Loqate expects it. In-Options booleans (Certify Version Enhance Deceased Goneaways) take JSON booleans; ServerOptions values (e.g. OutputCasing DefaultCountry) are strings
premiseNoPremise or house number
address2NoSecond address line
address3NoThird address line
address4NoFourth address line
address5NoFifth address line
address6NoSixth address line
address7NoSeventh address line
address8NoEighth address line
buildingNoBuilding name
latitudeNoLatitude for reverse geocode
localityNoCity or town
post_boxNoPO Box number
postcodeNoPostal or ZIP code
longitudeNoLongitude for reverse geocode
admin_areaNoState or province
verify_keyNoCustom address verification API key (overrides LOQATE_VERIFY_KEY env var)
verify_urlNoCustom address verification endpoint URL (overrides LOQATE_VERIFY_URL env var)
organizationNoOrganization or business name
sub_buildingNoSub-building (e.g. apartment, suite)
thoroughfareNoStreet name
delivery_addressNoFull delivery address
delivery_address1NoDelivery address line 1
delivery_address2NoDelivery address line 2
delivery_address3NoDelivery address line 3
delivery_address4NoDelivery address line 4
delivery_address5NoDelivery address line 5
delivery_address6NoDelivery address line 6
delivery_address7NoDelivery address line 7
delivery_address8NoDelivery address line 8
dependent_localityNoDependent locality (e.g. neighborhood)
sub_building_floorNoFloor number
dependent_thoroughfareNoDependent street name
sub_administrative_areaNoSub administrative area (e.g. county)
double_dependent_localityNoDouble dependent locality
super_administrative_areaNoSuper administrative area (e.g. region)
Behavior5/5

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

The description discloses the need for an API key and that the tool performs a verification (read-only operation), consistent with the readOnlyHint annotation. It adds context about the policy-driven recommendation, enhancing transparency beyond the 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?

The description is very concise: two sentences covering purpose, return values, and authentication. It is front-loaded with the core function.

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?

Given 40 parameters and no output schema, the description mentions key return fields (confidence, status, recommendation). It lacks details on response structure, but the schema descriptions for parameters are thorough. Slightly incomplete for a complex tool, but adequate.

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?

Schema description coverage is 100%, so the schema already documents all parameters. The description adds value by suggesting use of free-form address or structured fields and noting that 'options' can include GeoCode. However, it does not detail each parameter, but the schema compensates.

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 clearly states it verifies an address against Loqate's global reference data, returning confidence score, status, and recommendation. It distinguishes from sibling tools like verify_email and verify_phone by focusing on physical address verification.

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 explains the authentication requirement (Loqate API key via the 'key' field) and mentions using free-form address or structured fields. It does not explicitly state when to use this tool versus siblings, but the distinct types make it reasonably clear.

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

verify_contactA
Read-only
Inspect

Verify address, email, and/or phone together. Returns individual results plus an overall recommendation (most conservative of all provided fields). Requires a Loqate API key — pass it via the 'key' field.

ParametersJSON Schema
NameRequiredDescriptionDefault
keyNoLoqate API key — required unless the server has one configured or the request carries an Authorization: Bearer header
emailNoEmail address to verify
phoneNoPhone number to verify
policyNoPolicy name: strict shipping standard (default) or permissive
addressNoFull address string
countryNoISO 2-letter country code
optionsNoLoqate API options. Pass GeoCode here as a boolean — it is sent at the request root where Loqate expects it. In-Options booleans (Certify Version Enhance Deceased Goneaways) take JSON booleans; ServerOptions values (e.g. OutputCasing DefaultCountry) are strings
premiseNoPremise or house number
address2NoSecond address line
address3NoThird address line
address4NoFourth address line
address5NoFifth address line
address6NoSixth address line
address7NoSeventh address line
address8NoEighth address line
buildingNoBuilding name
latitudeNoLatitude for reverse geocode
localityNoCity or town
post_boxNoPO Box number
postcodeNoPostal or ZIP code
longitudeNoLongitude for reverse geocode
admin_areaNoState or province
verify_keyNoCustom address verification API key (overrides LOQATE_VERIFY_KEY env var)
verify_urlNoCustom address verification endpoint URL (overrides LOQATE_VERIFY_URL env var)
organizationNoOrganization or business name
sub_buildingNoSub-building (e.g. apartment, suite)
thoroughfareNoStreet name
delivery_addressNoFull delivery address
delivery_address1NoDelivery address line 1
delivery_address2NoDelivery address line 2
delivery_address3NoDelivery address line 3
delivery_address4NoDelivery address line 4
delivery_address5NoDelivery address line 5
delivery_address6NoDelivery address line 6
delivery_address7NoDelivery address line 7
delivery_address8NoDelivery address line 8
dependent_localityNoDependent locality (e.g. neighborhood)
sub_building_floorNoFloor number
dependent_thoroughfareNoDependent street name
sub_administrative_areaNoSub administrative area (e.g. county)
double_dependent_localityNoDouble dependent locality
super_administrative_areaNoSuper administrative area
Behavior4/5

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

The description adds context about returning individual results and an overall recommendation, and requires an API key. This goes beyond the readOnlyHint annotation, but could detail error handling or rate limits.

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, front-loaded with the core purpose, then key requirement and output summary. 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?

Given the complexity (42 params, nested objects, no output schema), the description covers the essential aspects: combined verification, recommendation, and API key. It could elaborate on handling of multiple field types or the options object, but the schema provides details.

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 all 42 parameters well. The description adds no additional parameter-specific information.

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 clearly states it verifies address, email, and/or phone together, distinguishing it from individual sibling tools like verify_address.

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 mentions the Loqate API key requirement and notes the combined verification, but does not explicitly state when not to use it or alternatives.

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

verify_emailA
Read-only
Inspect

Verify an email address via Loqate. Returns confidence, risk level, and accept/review/reject recommendation. Requires a Loqate API key — pass it via the 'key' field.

ParametersJSON Schema
NameRequiredDescriptionDefault
keyNoLoqate API key — required unless the server has one configured or the request carries an Authorization: Bearer header
emailYesEmail address to verify
policyNoPolicy name: strict shipping standard (default) or permissive
Behavior4/5

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

Annotations already mark it as read-only and open-world. Description adds: external service name (Loqate), return fields, and key requirement. Provides useful operational context beyond 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?

Two clear sentences, no fluff, front-loaded with action and outcome.

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

Completeness3/5

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

Covers purpose and return values well, but fails to describe the 'policy' parameter. Given no output schema, the description provides adequate context for core functionality but leaves a gap for a parameter that could affect behavior.

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 already describes all three parameters with good detail. Description adds a note on key requirement but adds no new semantics for email or policy. Baseline 3 for high schema coverage.

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?

Clearly states it verifies email addresses and lists returned fields (confidence, risk level, recommendation). Does not explicitly differentiate from sibling verification tools, but the resource is specific enough.

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 guidance on when to use this tool versus sibling verification tools. Only mentions a prerequisite (API key) but does not elaborate on appropriate contexts or exclusions.

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

verify_phoneA
Read-only
Inspect

Verify a phone number via Loqate. Returns confidence, number type, carrier, and accept/review/reject recommendation. Requires a Loqate API key — pass it via the 'key' field.

ParametersJSON Schema
NameRequiredDescriptionDefault
keyNoLoqate API key — required unless the server has one configured or the request carries an Authorization: Bearer header
phoneYesPhone number (E.164 format preferred e.g. +442071234567)
policyNoPolicy name: strict shipping standard (default) or permissive
countryNoISO 2-letter country code (helps with parsing if no country prefix)
Behavior4/5

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

Annotations indicate readOnlyHint and openWorldHint. The description adds that an API key is required, which is a behavioral detail not in annotations. It does not contradict annotations.

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?

The description is two sentences, clear and to the point. It could be slightly more structured (e.g., separate sections for purpose and requirements), but it is efficient 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?

Given no output schema, the description lists return values. It covers the key requirement and parameter hints. It does not explain error handling or rate limits, but for a straightforward verification tool, it is fairly complete.

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?

Schema coverage is 100%, so baseline is 3. The description adds context for the key (required unless configured), phone (E.164 preferred), policy (default strict shipping standard vs permissive), and country (ISO 2-letter code), going beyond 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 clearly states the tool's purpose: verifying a phone number via Loqate. It specifies the return values (confidence, number type, carrier, recommendation) and distinguishes from siblings like verify_address or verify_email.

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 mentions the API key requirement and implies use for phone verification, but does not explicitly state when to use it versus alternatives or when not to use it. No guidance on policy or country parameter usage is provided.

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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