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arbipulse

ArbiPulse: The arbitrage layer for every market — 18 endpoints finding the same thing at two prices: prediction-market cross-venue spreads (Polymarket×Kalshi), GPU compute rental gaps, AI inference token pricing, stablecoin parallel-rate premiums, retail resale margins, plus DeFi yields, DEX/CEX differentials, funding rates, sports surebets, ETF/NAV gaps, commodities.

Coverage: Global

Endpoints: • scanner ($0.10): Unified Arbitrage Scanner • perps ($0.10): Perpetual Futures Funding Rate Carry • flash ($0.75): Flash Loan Strategy Builder • sports ($0.10): Sports Surebet Scanner • crypto ($0.07): CEX Spot Price Arbitrage • dex ($0.10): DEX Price Arbitrage • execute ($0.75): Execution Package Builder • calculator ($0.02): Arbitrage Profit Calculator • commodity ($0.10): Commodity Regional Arbitrage • pairs ($0.15): Statistical Arbitrage (Pairs Trading) • spread-tick ($0.02): Cross-exchange spread tick for one pair • predmarket-arb ($0.05): Prediction market cross-venue arbitrage (Polymarket × Kalshi) • compute-arb ($0.05): GPU compute price arbitrage (marketplace vs hyperscaler) • fx-premium ($0.02): Stablecoin parallel-rate premium (capital-control FX signal) • flip-check ($0.50): Retail resale arbitrage check (comps + fees + verdict) • inference-arb ($0.05): AI inference price arbitrage (same model, every provider) • flash-scan ($0.25): Flash Loan Pool Scan (lite preview)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
gpuNoH100 (default) | H200 | B200 | A100 | L40S | RTX4090 | RTX5090
daysNodays
fiatNoARS (default) | VES | BRL | COP | PEN | MXN | CLP | BOB
itemNoProduct, specific (brand + model number)
langNoResponse language code (en | es | fr | de | zh | hi | ar | pt | ja | ko | etc.)
pairNopair
scanNoTop Polymarket contracts to match (default 8, max 12)
unitNounit
assetNoasset
chainNochain
modelNoOpenRouter slug or fuzzy name (default meta-llama/llama-3.3-70b-instruct)
queryNoOptional topic filter, e.g. fed | world cup | bitcoin
sportNosport
tokenNotoken
actionYesWhich endpoint to call. Options: scanner | perps | flash | sports | crypto | dex | execute | calculator | commodity | pairs | spread-tick | predmarket-arb | compute-arb | fx-premium | flip-check | inference-arb | flash-scan
amountNoamount
chainsNochains
regionNoregion
asset_aNoasset_a
asset_bNoasset_b
gas_usdNogas_usd
min_apyNomin_apy
regionsNoregions
arb_typeNoarb_type
categoryNocategory
platformNoplatform
protocolNoprotocol
receiverNoreceiver
strategyNostrategy
buy_priceNoAcquisition cost in USD
commodityNocommodity
exchangesNoexchanges
ship_costNoOutbound shipping estimate in USD (default 8)
amount_usdNoamount_usd
exit_priceNoexit_price
long_venueNolong_venue
asset_classNoasset_class
entry_priceNoentry_price
marketplaceNoebay (default) | amazon | stockx | poshmark | mercari
short_venueNoshort_venue
slippage_bpsNoslippage_bps
flash_fee_bpsNoflash_fee_bps
lookback_daysNolookback_days
taker_fee_bpsNotaker_fee_bps
bridge_fee_usdNobridge_fee_usd
min_profit_pctNomin_profit_pct
min_profit_usdNoMinimum net profit per $1,000 stake
trade_size_usdNotrade_size_usd
wallet_addressNowallet_address
opportunity_typeNoopportunity_type
withdrawal_fee_usdNowithdrawal_fee_usd

TDQS

B3.3/5.0
Behavior2/5

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

With no annotations, the description carries the full burden, but it only discloses endpoint names and per-call prices. It doesn't disclose whether endpoints return data, execute trades, require authentication, or have side effects. Potentially sensitive endpoints like 'execute' and 'flash' receive no safety explanation.

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 well-structured with a front-loaded summary, coverage line, and a bulleted endpoint list with prices. It is somewhat long but necessary for a multi-endpoint tool. Minor inconsistency: it claims '18 endpoints' but lists 17.

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?

Despite the long endpoint list, the description lacks operational context for a complex 51-parameter tool: it doesn't explain which parameters are required per endpoint, what the outputs look like, or what execution-related endpoints actually do. No output schema and no annotations make this gap significant.

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 baseline is 3. The description's endpoint list adds context for the action enum but doesn't map specific parameters to endpoints. Most parameter descriptions in the schema are terse (e.g., 'pair', 'unit'), so the endpoint list helps identify relevant parameters but does not fully compensate for the lack of usage details.

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 identifies ArbiPulse as an arbitrage-focused tool ('finding the same thing at two prices') and enumerates 17 distinct endpoints with their market coverage (prediction markets, GPU compute, AI inference, etc.). This strongly distinguishes it from sibling pulse tools by domain and purpose.

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 through the endpoint list (e.g., sports surebets, prediction-market arbitrage) but gives no explicit when-to-use vs alternatives or when-to-avoid. It names many use cases but doesn't provide guidance on selecting among endpoints or comparing to sibling tools.

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.