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prospectpulse

ProspectPulse: Global mineral and resource exploration intelligence. USGS MRDS deposit inventory, geochemical anomaly analysis, satellite scene availability, jurisdiction entry-risk, social license risk, critical mi

Coverage: Global

Endpoints: • mineral-potential ($0.25): Mineral prospectivity assessment • deposit-intel ($0.20): Mineral deposit intelligence • critical-minerals-scan ($0.25): Critical minerals country endowment scan • jurisdiction-entry ($0.25): Exploration jurisdiction entry-risk assessment • satellite-availability ($0.10): Free satellite scene availability + remote sensing guide • geochemical-anomaly ($0.15): USGS geochemical anomaly characterization • social-license-risk ($0.20): Social license risk assessment • commodity-supply-intel ($0.20): Commodity supply/demand intelligence • oil-gas-basin ($0.25): Oil & gas basin analysis • exploration-brief ($0.35): Comprehensive exploration target brief (premium) • exploration-snapshot ($0.25): Deterministic facts-only exploration snapshot (lite tier)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
latNoLatitude (decimal degrees)
lonNoLongitude (decimal degrees)
langNoResponse language (ISO 639-1) | en | es | fr | pt | ru | zh | id | ar
basinNoBasin or region | Permian Basin | Santos Basin Brazil | Rovuma Basin | East African Rift | Cooper Basin Australia | Tarim Basin | Barents Sea | Guyana-Suriname | Browse Basin | Namibe Basin Angola | Vaca Muerta Argentina
actionYesWhich endpoint to call. Options: mineral-potential | deposit-intel | critical-minerals-scan | jurisdiction-entry | satellite-availability | geochemical-anomaly | social-license-risk | commodity-supply-intel | oil-gas-basin | exploration-brief | exploration-snapshot
regionNoNamed geological region | Carlin Trend Nevada | Atacama Desert | Abitibi Greenstone Belt | Zambia Copper Belt | Pilbara WA
countryNoCountry or region | DRC | Chile | Indonesia | Australia | Greenland | Kazakhstan | Philippines | Argentina | Canada | Zambia | Zimbabwe | Guinea | Papua New Guinea | Brazil
depositNoDeposit or mine name | Escondida | Oyu Tolgoi | Kibali | Grasberg | Olympic Dam | Thacker Pass | Jadar | Cobre Panama
projectNoOptional project name | Conga Mine | Pebble Mine | Ajax Mine | New Prosperity
elementsNoComma-separated elements | Au,As,Sb | Cu,Mo,Au | Ni,Co,Cr | Li,Cs,Rb
locationNoLocation | Peru Cajamarca | Pebble Alaska | West Papua Indonesia | Ring of Fire Ontario | Northern BC Canada | Limpopo South Africa | Oaxaca Mexico
commodityNoTarget commodity | gold | copper | lithium | nickel | cobalt | REE | uranium | silver | zinc

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the burden of disclosing behavioral traits. It adds useful context such as per-endpoint pricing (e.g., '$0.25', 'premium', 'lite tier') and notes that some endpoints are 'free' (satellite-availability). It also mentions 'Deterministic facts-only' for exploration-snapshot, indicating a behavior. However, it does not disclose authentication requirements, rate limits, error handling, or response formats, leaving significant transparency gaps.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

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

The description is structured with a bullet list of endpoints, which improves scannability, but it is verbose and repeats information already in the schema's 'action' enum. The opening sentence is truncated ('critical mi...'), indicating a formatting or completeness issue. The list is long (11 items) but each line is concise. Overall, it is moderately organized but not optimally concise or front-loaded.

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

Completeness2/5

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

Given the tool's complexity (12 parameters, no output schema, no annotations), the description is insufficient. It provides a high-level overview and endpoint list but fails to explain how to combine parameters for each action (e.g., whether 'lat/lon' vs 'region' vs 'deposit' are needed for specific endpoints). It also does not describe the response structure or any per-endpoint requirements, making it difficult for an agent to construct a valid request beyond setting 'action'.

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 12 parameters already have descriptions in the schema. The tool description does not add further parameter-level semantics; it only lists endpoint names and prices, which are already present in the 'action' enum. It does not explain which optional parameters are relevant for each endpoint (e.g., that 'basin' is for oil-gas-basin). Thus, it neither enhances nor harms parameter understanding, warranting the baseline 3.

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?

The description clearly identifies the tool as providing 'Global mineral and resource exploration intelligence' and enumerates 11 endpoints with one-line descriptions (e.g., 'Mineral prospectivity assessment', 'Oil & gas basin analysis'). This distinguishes it from sibling 'pulse' tools that target other domains. However, it lacks a direct verb phrase summarizing the overall action, instead relying on endpoint descriptions to convey purpose.

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 establishes clear context for when to use the tool (mineral/resource exploration) and provides an endpoint list with brief descriptions, allowing an agent to select an appropriate action. It does not explicitly state exclusions or alternative tools, but the domain-specific coverage ('Coverage: Global') and endpoint options imply the intended use cases. No direct comparison to siblings is made, but the endpoint list serves as a form of usage guidance.

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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TDQS

B3.2/5.0
Disambiguation4/5

Each tool has a unique domain prefix (e.g., airdroppulse, alphapulse, arbipulse) making them mostly distinguishable at a glance. A few adjacent verticals like careerpulse vs talentpulse or marketpulse vs dealpulse have overlapping themes, but their descriptions clarify the distinct focus. The utility tools (catalog_search, discover, get_openapi_spec, x402_troubleshoot) are also clearly distinct in role. However, the sheer number of similar 'pulse' names could still cause misselection without reading descriptions.

Naming Consistency4/5

The dominant naming convention is `<domain>pulse` (e.g., climatepulse, cryptopulse, edupulse), which is highly consistent and predictable. Exceptions like catalog_search, discover, get_openapi_spec, x402_troubleshoot, and stateedge break the pattern, but these are few and serve obvious utility purposes. Overall, the convention is clear and easily learnable.

Tool Count2/5

With 80 tools, the server presents an extremely large and potentially overwhelming surface. While each tool represents a distinct intelligence vertical and navigation aids exist (catalog_search, discover, get_openapi_spec), the count far exceeds the typical 3-15 range for coherent agent use and even the 'heavy' 16-25 range. The burden of selecting the correct vertical from 80 options is significant, despite clear naming.

Completeness5/5

The server offers an exceptionally broad and deep coverage of domains, from finance and health to agriculture and gaming. Each vertical includes multiple endpoints that address core operations for its domain, such as search, analysis, comparisons, deterministic checks, and even action-oriented tools like letter generators and physical mail. The presence of free discovery and troubleshooting tools fills potential gaps, leaving no obvious dead ends in the overall tool surface.