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Glama

USA Logistics (buy USPS/UPS/FedEx labels + tracking via EasyPost)

Server Details

US shipping labels for AI agents: buy USPS/UPS/FedEx, track and refund via EasyPost.

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

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Tool DescriptionsA

Average 4.6/5 across 3 of 3 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a unique purpose: creating shipments, tracking, and refunding labels. No overlap or ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with snake_case (create_shipment, query_tracking, refund_label).

Tool Count5/5

Three tools cover the essential operations for the logistics domain—create, track, refund—without being excessive or insufficient.

Completeness5/5

The tool set provides full lifecycle coverage for shipping labels: creation, tracking, and refund. No obvious gaps for the stated purpose.

Available Tools

3 tools
create_shipmentAInspect

Create a US shipping label via EasyPost — pass a to_address, from_address and parcel (dimensions in INCHES, weight in OUNCES); the server fetches carrier rates (USPS / UPS / FedEx etc.), buys the CHEAPEST rate by default (or the carrier/service you specify), and returns the shipment_id, tracking_code, printable label_url and the price paid. Bring your own EasyPost API key via header x-easypost-api-key: free TEST keys (prefix EZTK…) buy real USPS test labels end-to-end at no cost (sign up at easypost.com → API Keys); production keys (prefix EZAK…) buy real postage. The key prefix auto-selects the environment. weight (oz) is always required. Owner policy headers gate the label price before any purchase.

ParametersJSON Schema
NameRequiredDescriptionDefault
widthNoParcel width in INCHES.
heightNoParcel height in INCHES.
lengthNoParcel length in INCHES. Provide length+width+height together, or use predefined_package instead.
to_zipYesRecipient ZIP / postal code.
weightYesParcel weight in OUNCES (oz). Required. 1 lb = 16 oz.
carrierNoOptional: restrict to a carrier (e.g. USPS, UPS, FedEx). Default: cheapest across all available carriers.
serviceNoOptional: restrict to a service level (e.g. Priority, First, Ground). Default: cheapest.
to_cityYesRecipient city.
to_nameYesRecipient full name.
from_zipYesSender ZIP / postal code.
to_phoneNoOptional recipient phone (some carriers/services require it).
to_stateYesRecipient state — 2-letter code for US (e.g. CA, NY).
from_cityYesSender city.
from_nameYesSender full name.
from_phoneNoOptional sender phone.
from_stateYesSender state — 2-letter code for US.
to_countryNoRecipient ISO country code. Default US.
to_street1YesRecipient street address line 1.
to_street2NoOptional recipient street address line 2 (apt/suite).
from_countryNoSender ISO country code. Default US.
from_street1YesSender street address line 1.
from_street2NoOptional sender street address line 2.
predefined_packageNoOptional carrier predefined package instead of dimensions (e.g. USPS "FlatRateEnvelope", "Parcel"). If set, length/width/height may be omitted.
Behavior5/5

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

The description discloses key behaviors: buying cheapest rate, EasyPass integration, environment selection via key prefix, and policy headers gating price. No contradictions with 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 informative but slightly long. Each sentence adds value, and core purpose is front-loaded. Could be more concise without losing detail.

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 23 parameters and no output schema, the description explains return values and API key setup well. Some details on error handling are missing, but overall complete.

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%, so baseline is 3. The description adds context like units and predefined_package alternative, but doesn't significantly enhance schema meaning.

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 'Create a US shipping label via EasyPass' and explains the process, distinguishing it from sibling tools like query_tracking and refund_label.

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 explains when to use (to create a label) and provides details on API key, default cheapest rate, and optional carrier/service. However, it could explicitly state when not to use this tool.

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

query_trackingA
Read-only
Inspect

Track a US shipment by its tracking_code (the one create_shipment returned, or any USPS/UPS/FedEx tracking number). Returns the current status plus a plain-English hint. Status values (EasyPost enum): unknown, pre_transit (label made, not yet picked up), in_transit, out_for_delivery, delivered, available_for_pickup, return_to_sender, failure, cancelled, error. Raw carrier scan details are always included. Passing the carrier speeds detection. Safe to call anytime.

ParametersJSON Schema
NameRequiredDescriptionDefault
carrierNoOptional carrier hint (e.g. USPS, UPS, FedEx) — helps EasyPost resolve the code faster.
tracking_codeYesThe tracking number to look up (from create_shipment or a carrier).
Behavior5/5

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

Annotations declare readOnlyHint=true, consistent with 'Safe to call anytime'. Description adds valuable behavioral details: status enum values, inclusion of raw carrier scan, and that passing the carrier speeds detection.

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?

Compact and front-loaded with key info. Enumeration of status values is useful but slightly verbose; overall efficient.

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?

No output schema, but description explains return values (status, hint, raw carrier scan). Complete for a simple tracking tool with no missing information.

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%, baseline 3. Description adds meaning by specifying tracking_code origin (from create_shipment or carrier) and carrier as optional hint. Adds just enough beyond schema.

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?

Clearly states the tool tracks a US shipment using a tracking code, returning status and a hint. Distinguishes from siblings (create_shipment, refund_label) by being a read-only tracking operation.

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?

Explicitly says 'Safe to call anytime' and advises passing carrier for faster resolution. Could mention when not to use, but the context is clear.

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

refund_labelA
Idempotent
Inspect

Request a refund for a US shipping label bought via create_shipment, by shipment_id (preferred) or by tracking_code. Refund is only possible for UNUSED labels — e.g. USPS labels can be refunded within 30 days of creation ONLY IF the parcel was never scanned by USPS; already-shipped labels cannot be refunded. Returns refund_status: submitted (accepted, carrier still processing — most common), refunded (money returned), rejected (not eligible, e.g. already scanned), or not_applicable. Carriers can take up to ~30 days to move submitted → refunded.

ParametersJSON Schema
NameRequiredDescriptionDefault
carrierNoCarrier for the tracking_code path (default USPS). Ignored when shipment_id is used.
shipment_idNoThe shipment_id returned by create_shipment (preferred — refunds that exact label).
tracking_codeNoAlternative to shipment_id: the tracking_code to refund. Requires carrier (defaults to USPS).
Behavior5/5

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

Discloses key behaviors: refund only for unused labels, carrier processing time (up to 30 days), non-destructive nature (refund not reversal). Annotations already show idempotent and non-destructive; description adds contextual constraints.

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?

Efficiently packed with necessary details, but could be slightly more concise. Front-loaded with purpose.

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?

Given no output schema, description fully explains return statuses. Annotations provided. All parameters explained. No missing context for a simple refund tool.

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 already covers all parameters. Description adds value: 'preferred' for shipment_id, clarifies tracking_code as alternative with carrier requirement and default. No enums but clear.

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?

Clearly states it refunds a US shipping label bought via create_shipment, using specific identifiers. Distinguishes from siblings: create_shipment creates, refund_label refunds, query_tracking tracks.

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

Usage Guidelines5/5

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

Provides explicit conditions: only unused labels, 30-day window for USPS, no scans. Prefers shipment_id over tracking_code with default carrier. Explains refund status outcomes.

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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