io.github.getgapup/mcp-knowledge

Content domain to browse

Optional case-insensitive substring filter on franchise name

Maximum number of franchises to return (default 20)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Entity id from content_catalog (e.g. 'music-daft-punk', 'film-the-dark-knight-collection:the-dark-knight')

Whether the id is a franchise or a work (default franchise)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Content domain to search within

Tag label to match precisely (e.g. 'thriller', 'co-op'). Mutually exclusive with `query`.

Free-text intent for semantic search (e.g. 'melancholic synth-pop about heartbreak'). Mutually exclusive with `tag`.

Maximum franchises to return (default 25)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Entity id from content_catalog

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Content domain

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Entity id from content_catalog

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Entity id from content_catalog (e.g. 'video-game-elden-ring')

Whether the id is a franchise or a work (default: franchise)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Id of the first entity from content_catalog (e.g. 'game-dark-souls', 'music-daft-punk').

Id of the second entity from content_catalog (e.g. 'game-elden-ring', 'music-justice').

Whether both ids are franchises or works (applies to both). Defaults to 'franchise'.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Content domain to rank within

critic_score (0-100, default) · popularity · price · value (critic score per unit price)

desc = best/highest first (default); asc = cheapest/lowest/least first. Defaults to asc for price.

If true, restrict to entities currently available to buy/play (default false)

Optional genre filter, e.g. 'RPG', 'FPS', 'thriller'

Optional earliest release year

Optional latest release year

Number of ranked results (default 20)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Country ISO-2 code (e.g. 'SN', 'KE') or name (e.g. 'Senegal')

Maximum opportunities to return (default 20)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Commodity slug or name (e.g. 'rice', 'tomato', 'cashew')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Country ISO-2 code or name

Optional commodity slug to filter buyers by

Maximum buyers to return (default 20)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Commodity name (e.g. 'rice', 'soybean', 'poultry')

Maximum countries to return (default 20)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Opportunity id obtained from ftg_market_gap

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Commodity name or slug

Optional country ISO code or name

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Optional country ISO code or name

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Country ISO code or name

Optional regulation category filter

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Optional category filter

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Country ISO code or name

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Optional seller country ISO code or name

Optional commodity filter

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Your company info

1-10 competitors to analyze

Optional — what the buyer wants to track first (e.g. pricing moves, hiring patterns)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Sector to monitor (e.g. 'B2B SaaS productivity', 'EU fintech', 'climate-tech hardware')

3-8 keywords describing the watch perimeter

Optional context (geography, language target, comparator window, etc.)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

What strategic axis to unlock through partnership (e.g. 'enter US market via distribution', 'leverage AI infra without rebuild')

Existing alliances to factor in

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Target audience — adapts tone + emphasis + Q&A bank

12 = standard VC deck, 15 = bank-friendly with annexes, 20 = growth/strategic

Hard facts to weave into the deck (traction numbers, milestones, awards)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Market or sector to research (e.g. 'electric vehicle batteries', 'B2B SaaS CRM Europe', 'telemedicine Africa')

Optional geography to scope the brief (country name, region, or continent — e.g. 'France', 'Southeast Asia')

Optional parent sector to disambiguate the topic (e.g. 'healthcare', 'energy', 'software')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Name or domain of the target company (e.g. 'Salesforce', 'notion.so', 'HubSpot CRM')

Optional list of competitor names or domains to include in the comparison matrix (max 5)

Research depth: 'easy' = Wikipedia + DDG (fast, ~15s); 'medium' = + Yahoo Finance + EDGAR + Wayback (default, ~45s); 'hard' = + HackerNews + domain surfaces + competitor deep dive (~120s)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Name or domain of the target company (e.g. 'Salesforce', 'notion.so')

Optional list of competitor names or domains to include in the comparison matrix (max 5)

Research depth: 'easy'≈15s, 'medium'≈30s (default), 'hard'≈60s

The job_id returned by competitive_deep_dive_async

List of entities to screen (1-100). Each entry requires at minimum a name.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

The job_id returned by kyc_screener_batch (prefix: kycb_)

Description détaillée du système IA : ce qu'il fait, comment il fonctionne, quelles décisions il prend

Finalité prévue du système IA : à quoi sert-il concrètement

Contexte de déploiement : interne (usage employés), public, B2B, B2C

Taille entreprise : startup (≤50), smb (51-250), mid (251-1000), large (1001-5000), enterprise (>5000)

Sources de données utilisées par le système IA

Catégories de personnes affectées par les décisions du système (ex: candidats, employés, clients)

Zones géographiques de déploiement (ex: 'EU', 'France', 'Global')

The job_id returned by ai_governance_full_report_async (prefix: aigfr_)

List of top 10 customer domains to use as seed accounts

Specific technologies to match in lookalike accounts

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Name of the affiliate network to analyze (e.g., 'CJ Affiliate', 'Rakuten')

Fraud probability threshold (0.1-0.99)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

ISO 3-letter country code for export origin

ISO 3-letter country code for import destination

6-digit Harmonized System product code

Whether to include detailed regulatory text in output

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Full name of the trade finance provider (e.g., 'Standard Bank Group')

ISO 2-letter country code (e.g., 'ZA' for South Africa)

Assessment year (2018-2023)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

6-10 digit Harmonized System product code

ISO 2-letter country code of African exporter

ISO 2-letter country code of target market (US/EU)

Reference year for trade data

Trade preference scheme to analyze

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

ISO 3166-1 alpha-3 country code of export origin (e.g., 'KEN' for Kenya)

ISO 3166-1 alpha-3 country code of import destination (e.g., 'USA' for United States)

6-10 digit Harmonized System code (e.g., '010121' for live horses)

Estimated annual export quantity in units

Estimated annual export value in USD

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Hugging Face dataset identifier or direct URL to dataset

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Current monthly account maintenance fee in USD

Current domestic wire transfer fee in USD

Current international wire transfer fee in USD

Current annual credit line fee percentage

ISO 2-letter country code of the bank

Industry classification (e.g., 'manufacturing', 'retail')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Company ticker symbol (e.g., 'AAPL')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Standardized job role (e.g., 'Software Engineer III')

Local work location (ISO 3166-2 code or city, country)

HQ location (ISO 3166-2 code or city, country)

Current base salary in local currency

ISO 4217 currency code (e.g., 'USD')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Content URL to analyze

Start date for historical analysis (YYYY-MM-DD)

End date for historical analysis (YYYY-MM-DD)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Unique identifier for the incident (e.g., CVE, GitHub Advisory ID)

List of MITRE ATT&CK technique IDs (e.g., T1059)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Full text of the employment contract to analyze

Country/state jurisdiction for legal context (e.g., 'US-CA', 'DE')

Whether to include legal context for each clause

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Full name of employee to track (e.g., 'John Doe')

Internal employee ID (optional if name provided)

Exact legal name of company for assignment check

Filter patents filed after this date (YYYY-MM-DD)

Filter patents filed before this date (YYYY-MM-DD)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

ISO 3166-1 alpha-2 country code or ISO 3166-2 state/province code (e.g., 'US-CA', 'FR')

Optional start date for changes (YYYY-MM-DD). Defaults to 7 days ago.

Optional end date for changes (YYYY-MM-DD). Defaults to today.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of AI-related skills to forecast (e.g., ['machine learning', 'computer vision'])

Geographic focus (US state code or 'US' for national, e.g., 'CA', 'US')

Forecast horizon in months (3-24, default 12)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

NAICS industry code or sector name (e.g., '541511' for IT services)

Target job role or occupation (e.g., 'Data Scientist')

Optional skill cluster to focus taxonomy (e.g., 'AI/ML')

Time range for trend analysis

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Geographic region filter (e.g., 'Europe', 'Asia', 'Global')

Type of ESG incident to track

Start date for incident search (ISO 8601)

End date for incident search (ISO 8601)

Minimum severity level to include

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Target company ticker symbol (e.g., 'AAPL')

Primary jurisdiction for valuation comparison (e.g., 'US')

Secondary jurisdiction for valuation comparison (e.g., 'DE')

Valuation multiple to use for comparison

Industry sector for peer comparison (e.g., 'Technology')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

ISO 3166-1 alpha-3 country code of the acquiring entity

ISO 3166-1 alpha-3 country code of the target entity

Type of M&A transaction structure

Deal value in USD millions

Whether to analyze transfer pricing risks

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of EPA facility identifiers (e.g., TRIFID)

Geographic region (state, county, or ZIP code) for facility search

Reporting year (default: current year - 1)

Include GRI standards analysis (default: true)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of manufacturing site identifiers (EPA TRI IDs or FAO facility codes)

Geographic region (country code or sub-national region) for aggregated analysis

Analysis year (2010-2023)

Specific waste types to analyze (e.g., ['metals', 'chemicals', 'energy'])

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

MITRE ATT&CK tactic ID (e.g., 'TA0005')

MITRE ATT&CK technique ID (e.g., 'T1059')

Log source type (e.g., 'AWS CloudTrail', 'Windows Event Log')

Threat actor group name (e.g., 'APT29')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of employee or contractor full names to audit

List of employee or contractor IDs (optional if names provided)

Optional date range for patent filings

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

ISO 3166-1 alpha-2 country code of payment origin

ISO 3166-1 alpha-2 country code of payment destination

Transaction amount in source currency

ISO 4217 currency code of source amount

ISO 4217 currency code of destination amount

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Specific procurement category to analyze (e.g., 'IT hardware', 'facilities')

Time period for analysis (e.g., '2023-01-01/2023-12-31')

Specific business unit or department (e.g., 'EMEA', 'Global Operations')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Array of up to 10 social media handles (e.g., ['@influencer1', 'user2'])

Social media platform of the influencers

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Number of records compromised in the breach

Industry sector of the affected organization

Jurisdictions where the breach has legal or financial impact

Time in days to detect the breach

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Full text of the employee contract or clause section to analyze

State or country jurisdiction (e.g., 'California', 'Germany')

Job title or role classification (e.g., 'Software Engineer', 'Executive')

Contract effective date (YYYY-MM-DD)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

State or region where company operates (e.g., 'CA', 'New York')

NAICS industry code (e.g., '541511' for IT services)

Current number of employees

Number of years to analyze

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Department filter (e.g., 'Engineering', 'Sales')

Geographic location filter (e.g., 'San Francisco, CA')

Minimum tenure in months to include in analysis

Specific job title for compensation benchmarking

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Legal name of the vendor to check

Optional identifier (e.g., LEI, DUNS)

Reporting year (default: current year)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Exact or partial name of the supplier to scan

CDP or GRI identifier for the supplier (e.g., CDP company ID)

Reporting year to check (default: current year)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of CVE identifiers to analyze (e.g., ["CVE-2021-44228", "CVE-2023-3824"])

AWS service types affected by these CVEs (e.g., ["EC2", "RDS", "Lambda"])

Maximum number of prioritized CVEs to return (default: 10)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Maximum acceptable slippage percentage (0-100)

List of exchanges to monitor (defaults to all 12 if empty)

Liquidity depth levels to analyze (percentage from mid-price)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Ethereum wallet address to analyze

USDC transaction hash to trace

Hops to trace in payment flow

Include counterparty risk scoring

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

The AI model's output or decision to be stress-tested

Optional custom adversarial inputs to test

Threshold for flagging high-risk adversarial examples

Maximum number of adversarial tests to run

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Detailed description of the AI system including purpose, architecture, and data sources

Primary and secondary use cases of the AI system

Self-assessed risk level of the AI system

Primary sector of application

List of provided documentation types (e.g., 'technical', 'ethical', 'data')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

HuggingFace model identifier (e.g., 'facebook/opt-1.3b')

Array of LLM output strings to analyze for bias amplification

Specific demographic groups to monitor (e.g., ['gender', 'race'])

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Full text of the bond covenant to analyze

Industry sector of the bond issuer (e.g., energy, finance)

Legal jurisdiction governing the bond (e.g., EU, US)

Maturity date of the bond

Type of bond coupon

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

GitHub repository identifier in format owner/repo

Number of days of historical data to analyze

Number of active developers in the team

Organization's risk tolerance level

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

GitHub repository in format 'owner/repo'

Start date for analysis (ISO 8601)

End date for analysis (ISO 8601)

Branch name to analyze (default: main)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Unique identifier for the data subject

Specific purpose for data processing

Legal basis for processing under DPDP

Categories of personal data being processed

Retention period in days

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Unique shipment identifier (e.g., bill of lading number)

Company registration number or tax identifier

Dual-use technology category

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

The LLM-generated text to evaluate for hallucination risk

Optional specific HuggingFace model ID to use for evaluation

Confidence threshold below which hallucination warnings are triggered

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

ISO 2-letter country code of company headquarters

NACE or ISIC industry classification code

Primary ESG pillars to prioritize

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

User input text to analyze for jailbreak attempts

Optional conversation context for better pattern matching

Confidence threshold for flagging attempts

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

CPF, email, or other unique identifier for the data subject

Type of LGPD request

Optional list of data categories to limit the request

Priority level for processing

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Unique identifier for the model being monitored

Recent model outputs to analyze for drift

Drift threshold for alerting

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Unique identifier for the AI model

Specific certification ID to verify

Safety standard to check against

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Full GitHub repository name (owner/repo)

Start date for analysis (ISO 8601)

End date for analysis (ISO 8601)

GitHub personal access token for API access

Snyk API token for vulnerability data (optional)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Unique identifier for the organization (e.g., VAT number or LEI)

Analysis scope: full supply chain or critical dependencies only

NIS2 sector classification (e.g., 'energy', 'transport')

Dependency chain depth to analyze

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of GitHub repositories in owner/repo format

Number of days to analyze trends for

Minimum acceptable score to flag as risky

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Identifier of the MMM model to calibrate

Start date for impression data (ISO 8601)

End date for impression data (ISO 8601)

List of OpenRTB impression IDs to include in calibration

Confidence threshold for calibration metrics

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Root domain of the inventory (e.g., 'example.com')

Full page URL being evaluated

Optional IAB content categories for contextual analysis

GDPR consent string (TCF v2.0)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of campaign identifiers to analyze

Start date for attribution window (YYYY-MM-DD)

End date for attribution window (YYYY-MM-DD)

Channels to include in analysis

Minimum confidence score for included signals

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of retail media network domains to audit

List of retail media network identifiers

Enable GDPR cookie tracking compliance check

Enable ESG advertising standards compliance check

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Number of employees in the company

Industry classification code (NAICS)

List of peer company names for direct comparison

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Raw text output from LLM to analyze for guardrail breaches

Contextual information about the prompt or conversation

Minimum severity score to report (0-10 scale)

Whether to include mitigation recommendations

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

List of supplier identifiers to analyze

Base currency code (ISO 4217) for exposure calculation

Target currency codes (ISO 4217) to compare against base

Percentage threshold for high-risk exposure flagging

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Unique identifier for the syndicated loan

Time period for covenant compliance check

ISO currency code for financial values

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Loan amount in millions

Loan tenor (e.g., '5Y', '3Y')

Borrower credit rating (e.g., 'BBB', 'BB+')

Currency code (e.g., 'USD', 'EUR')

Region for benchmarking (e.g., 'US', 'EU')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Industry sector (e.g., 'manufacturing', 'energy')

Primary geographic exposure (e.g., 'EU', 'APAC')

Aggregate ESG risk score (0-100)

Current working capital ratio (current assets / current liabilities)

Reporting currency (ISO 4217 code, e.g., 'USD', 'EUR')

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

ISO 4217 code of the company's functional currency (e.g., 'USD', 'EUR')

ISO 4217 codes of currencies to hedge against (e.g., ['EUR', 'GBP', 'JPY'])

Working capital amounts in each target currency (e.g., { EUR: 5000000, GBP: 3000000 })

Planning horizon in days (default: 90)

Company's risk tolerance for currency fluctuations

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Base currency, ISO-4217 (e.g. EUR)

Quote currency, ISO-4217 (e.g. USD)

Optional YYYY-MM-DD for a historical rate

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Data stream type: fx_tick (latest FX bid/ask/mid/spread), fx_history_intraday (OHLCV candles), crypto_orderbook (order book snapshot), crypto_trades_recent (last 50 trades + VWAP), bond_yields (sovereign yield %)

Market symbol. FX: EURUSD, GBPUSD, USDJPY. Crypto: BTCUSDT, ETHUSDT, BTC-USD. Bonds: US10Y, US2Y, DE10Y, FR10Y, UK10Y, JP10Y, IT10Y

Candle period for fx_history_intraday mode (default: 5m)

Orderbook depth (levels each side) for crypto_orderbook mode (default: 20)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Reference rate name

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Country code, ISO-2 or ISO-3 (e.g. FR, USA)

Macroeconomic indicator name

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Company name or trading name to look up (e.g. 'Sanofi', 'Tesco PLC', 'Notion Labs Inc')

ISO 3166-1 alpha-2 country code (e.g. 'FR', 'GB', 'NL', 'DE', 'SG', 'AU', 'US'). If omitted, inferred from legal suffix in company name, then falls back to global search.

Optional registry identifier for a fast direct lookup: SIREN (FR, 9 digits), Companies House number (GB, 8 chars), KvK number (NL, 8 digits), etc.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Name of the company or individual to search (e.g. "Apple Inc", "TotalEnergies", "Volkswagen AG")

Jurisdictions to search. Defaults to all ["US","UK","EU","FR","DE"].

ISO date YYYY-MM-DD — earliest filing or decision date to include

ISO date YYYY-MM-DD — latest filing or decision date to include

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Keywords to search for tenders (e.g. "cybersecurity audit", "construction", "consulting AI")

Countries to search. Defaults to ["EU","US","FR","UK","DE"]. Use "EU" for all 27 EU member states via TED Europa.

EU Common Procurement Vocabulary codes (e.g. ['72000000'] for IT services, ['45000000'] for construction). Optional.

Minimum contract value in EUR. Tenders below this are excluded. Optional.

ISO date YYYY-MM-DD. Only return tenders published after this date. Defaults to 30 days ago.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Search query in any language

2-letter language code. If omitted, auto-detected from query characters and lexical markers.

ISO-3166-1 alpha-2 country code for geographic bias (e.g. FR, DE, JP, BR). Optional.

Maximum number of results to return (default 10).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

CVE ID (e.g. "CVE-2024-3094") or product/vendor keyword (e.g. "openssl", "Apache Tomcat"). Mode is auto-detected from the CVE-YYYY-XXXXX pattern.

Override auto-detection: "lookup" for exact CVE ID, "search" for product/vendor keyword.

Minimum CVSS v3 severity to include in results (default: no filter).

ISO date YYYY-MM-DD — only include CVEs published after this date. Defaults to 365 days ago for search mode.

Maximum number of vulnerabilities to return (default 20, max 50).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Manifest type: "package_json"=npm, "requirements_txt"=pip, "go_mod"=Go modules, "cargo_toml"=Rust, "composer_json"=PHP, "gem_lock"=Ruby, "sbom_cyclonedx"=CycloneDX SBOM JSON.

Raw text content of the manifest file to scan (e.g. full contents of package.json, requirements.txt, etc.).

Minimum severity to include in results (default: "medium").

Include transitive/indirect dependencies in results (default: true).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Keywords, company/inventor name, or patent number (e.g. "machine learning", "Tesla Inc", "US10000000B2")

search: keyword/inventor/assignee search; landscape: aggregate distributions; lookup: fetch by patent number. Default: "search"

Jurisdictions to include. Default: ["US","EP","WO"]

ISO date YYYY-MM-DD — earliest filing date

ISO date YYYY-MM-DD — latest filing date

Max patents to return (5-50). Default: 20

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Geographic location. Provide either {city, country?} or {lat, lon}.

'forecast' (14 days), 'historical' (date range since 1940), 'climate_risk' (long-term physical risk score)

ISO date YYYY-MM-DD — start of date range (required for historical/climate_risk)

ISO date YYYY-MM-DD — end of date range (required for historical/climate_risk)

Weather metrics to include. Default: all metrics.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

property: transactions at an address | comparables: sample around a point | market: commune/neighbourhood market stats | valuation: price estimate for a given surface

Location descriptor. One of: {address, city?, country?} | {lat, lon, radius_m?} | {insee_code} for FR communes.

Filter by property type (default: all)

ISO date YYYY-MM-DD — earliest transaction date

ISO date YYYY-MM-DD — latest transaction date

Minimum surface in m² (±20% tolerance applied for comparables)

Maximum surface in m² (±20% tolerance applied for comparables)

Maximum number of results to return (5–50, default 20)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Drug name, indication, sponsor or molecule (e.g. "atezolizumab", "metastatic NSCLC", "Roche", "semaglutide")

Analysis mode. Default "trials". trials=clinical trials, pipeline=sponsor overview, approvals=FDA approvals, recalls=enforcement, adverse_events=FAERS

Filter trials by phase (1/2/3/4/NA). Only applies to modes trials and pipeline.

Filter trials by status. Only applies to modes trials and pipeline.

ISO 2-letter country code to filter trial sites (e.g. US, FR, DE).

Maximum number of results to return. Default 20.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Analytics mode: facilitator_stats=network-wide settlements | endpoint_intel=per-URL analytics | agent_caller_profile=per-wallet analytics | price_radar=price distribution by category

MCP endpoint URL for endpoint_intel mode (e.g. https://mcp.gapup.io/mcp)

EVM wallet address for agent_caller_profile mode (0x...)

Tool category for price_radar mode. Defaults to all.

Lookback window in days (5-90, default 30)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Keywords, titre, auteur, DOI (ex: 10.xxxx/xxxx accepte)

Mode de recherche. Defaut: search

Domaine scientifique. Defaut: all

Date ISO debut (YYYY-MM-DD)

Date ISO fin (YYYY-MM-DD)

Nombre minimal de citations

5-50. Defaut: 20

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Keywords, company/inventor name, or patent number (e.g. "machine learning", "Tesla Inc")

search / landscape / lookup. Default: "search"

Jurisdictions to include. Default: ["US","EP","WO"]

ISO date YYYY-MM-DD — earliest filing date

ISO date YYYY-MM-DD — latest filing date

Max patents to return (5-200). Default: 20

If true, enriches each patent with a 2-level citation graph (parents + children). Adds significant processing time — use for deep analysis only. Default: false.

The job_id returned by patent_landscape_async (prefix: patl_)

Analysis mode. company=full profile, market_quote=price data, sector_overview=top 5 by sector, regulatory_filing=recent filings.

Ticker (6-digit A-share, 4-digit HK, Yahoo format), company name (ZH or EN), or sector keyword.

Exchange filter. Default: all. Affects sector_overview ticker selection.

Lookback period in days for regulatory filings. Default: 30.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Analysis mode.

NSE/BSE ticker, CIN (21 chars), company name (EN), or sector keyword.

Exchange filter. Default: all.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Domain to check (e.g. "stripe.com" or "@stripe.com"). If an email address is provided here, the domain is extracted automatically.

Full email address for additional checks: format validity, role-based detection (e.g. "ceo@stripe.com").

Subset of checks to run. Defaults to all 8: ["mx","spf","dkim","dmarc","blacklist","whois","tls","reputation"]. Use a subset for faster responses (e.g. ["mx","spf","dmarc","reputation"] for quick scoring).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Screening mode. company=full listed company screen, instrument=Sukuk/fund classification, sector_screen=industry halal/haram classification, financial_ratios=AAOIFI ratio check.

Entity to screen. Company name, ticker or ISIN (e.g. "Aramco", "AAPL", "tobacco", "XS1234567890").

Sharia standard to apply. Default "AAOIFI" (most conservative, widely accepted by Islamic banks).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

'geocode_batch': address -> lat/lon. 'routing': route + ETA. 'port_congestion': UN/LOCODE port state. 'ship_tracking': vessel by MMSI

Primary input: address for geocode/routing, UN/LOCODE (e.g. NLRTM) for port_congestion, 9-digit MMSI for ship_tracking

geocode_batch only: up to 50 addresses (overrides query if provided)

routing only: origin address or 'lat,lon'

routing only: destination address or 'lat,lon'

routing only: transport mode. Default: driving

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Tax mode to invoke.

Mode-specific query: vat_lookup -> VAT number with country prefix (e.g. 'FR40303265045'); sales_tax -> US state code or name (e.g. 'CA', 'California'); gst -> ISO country code (e.g. 'SG', 'IN', 'AU'); oss_ioss_eligibility -> annual EU B2C revenue in EUR or keyword (e.g. '5000', 'below'); transfer_pricing_benchmark -> industry name (e.g. 'manufacturing', 'saas', 'r&d').

ISO 3166-1 alpha-2 country code. Required for gst when query is ambiguous. Used in transfer_pricing_benchmark for country-specific OECD adjustments.

Transaction type for signal generation. 'digital' triggers GST/sales-tax digital goods warnings.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Analysis mode: salary_benchmark=compensation data, skills_taxonomy=ESCO/O*NET mapping, job_market_trends=market growth and demand, adjacent_roles=career path recommendations.

Job title (required for salary_benchmark, job_market_trends, adjacent_roles). Examples: "Senior Software Engineer", "Compliance Officer", "Data Scientist", "CFO".

ISO 2-letter country code. Default: US. Examples: US, FR, DE, GB, SG.

Seniority level. Default: senior. Affects salary benchmark ranges.

Skill to classify (required for skills_taxonomy mode). Examples: "Python", "transformer architecture", "GDPR", "Kubernetes", "leadership".

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Mode d'analyse : 'country_eligibility' (statut AGOA/EBA/GSP d'un pays africain) | 'product_eligibility' (éligibilité d'un produit par code HS) | 'trade_opportunity' (top opportunités export Afrique→US/EU) | 'compliance_check' (rules of origin, seuils valeur ajoutée, documentation)

Code ISO 2-lettres du pays africain (requis pour country_eligibility). Exemples : KE=Kenya, NG=Nigeria, ZA=Afrique du Sud, ET=Éthiopie, LS=Lesotho, GH=Ghana.

Code HS (Harmonized System) 6+ chiffres (requis pour product_eligibility). Exemple : '620342' = pantalons coton homme, '090111' = café arabica non torréfié, '060310' = fleurs fraîches.

Marché de destination pour trade_opportunity : 'US', 'EU', ou 'both' (défaut). Ignoré pour les autres modes.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Analysis mode.

Company name, ticker, ISIN or LEI (e.g. "Microsoft", "Sanofi", "Volkswagen").

ESG framework filter (optional, default: all).

ESG pillar filter (optional, default: all).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

build = full 3-statement model | scenario_analysis = base/bull/bear | sensitivity = 1 KPI × 1 input

Financial assumptions for the model

KPI to observe in sensitivity mode.

Assumption param to vary in sensitivity mode. E.g. 'growth_rates_pct[0]' or 'cogs_pct_of_revenue'.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Analysis mode. wallet_profile=full wallet summary + persona + sanctions flag. token_flows=ERC-20 inflows/outflows per token priced in USD. pnl_estimate=FIFO realized+unrealized P&L with confidence. counterparties=top 20 counterparties by volume. defi_positions=active positions on Aave/Compound/Uniswap/Curve/Lido/etc.

EVM-compatible wallet address (0x... 40 hex chars). Works on all supported chains.

Chain to analyze. Default "ethereum". Use "all" to scan all 6 chains (slower, ~30s).

Lookback window in days for token_flows, pnl_estimate, counterparties, defi_positions. Default 30.

Minimum USD value filter for token_flows and counterparties. Default $100.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

simulate = full Monte Carlo GBM | glide_path = lifecycle target-date allocation | stress_test = 4 historical crisis scenarios

Portfolio assets. Weights must sum to 1.0 (auto-normalized if not).

Initial capital in EUR (e.g. 100000 for €100k).

Investment horizon in years (1-50).

Number of Monte Carlo simulations (1000-100000). Default 10000.

Annual withdrawal amount in EUR for decumulation phase (e.g. 50000 for €50k/yr).

Annual contribution in EUR (e.g. 12000 for €1000/month).

Target terminal portfolio value in EUR. Used to compute probability_target_achieved.

Percentiles to compute in the output distribution. Default [5, 25, 50, 75, 95].

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Company name or ticker symbol (e.g. 'Tesla', 'TSLA', 'SAP', 'SAP.DE', 'Sanofi', 'SNY'). European tickers (SAP.DE, BMW.DE) are mapped to their ADR equivalents for EDGAR lookup.

Fiscal quarter in format Q1-2026. Defaults to the most recent past quarter.

If provided, skips all external fetches and analyses this text directly. Minimum 100 characters.

Language hint for the transcript. Affects mock transcript language when fetch fails.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

party_lookup: search by party name or keyword. institution_index: browse awards by institution + stats. clause_check: audit an arbitration clause for issues.

For party_lookup: party name or keyword (e.g. "Yukos", "Russia"). For institution_index: institution name or keyword. For clause_check: full text of the arbitration clause to audit.

Filter by institution. Default 'all'.

ISO date filter from (YYYY-MM-DD). Applied to award_date.

ISO date filter to (YYYY-MM-DD). Applied to award_date.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Text content to moderate (comment, review, post, chat message).

Type of content. Affects recommended_action heuristic. Default: comment.

Language override. If omitted, language is auto-detected.

Policies to check. Default: all 9 policies.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Analysis mode. product_search=find products, seller_profile=supplier dossier, price_history=price trend, brand_monitoring=counterfeit detection, market_intel=category overview.

Keyword, product name, product_id, seller_id (platform:id), brand name, or category. Accepts Chinese characters (ZH) or English.

Target platform. Default: all. Note: taobao/tmall/jd/pinduoduo require CN proxy.

Market region. CN-domestic=full platform coverage, cross-border=AliExpress+1688 focus. Default: CN-domestic.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Localisation : {city, country?} ou {lat, lon}

Scénario IPCC. 'all' génère une comparaison multi-scénarios.

Année horizon de la projection (2030–2100)

Métriques à inclure. Défaut : toutes.

Comparer vs baseline 1990-2010 (défaut true)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Mode d'analyse : 'company_hiring' | 'role_market' | 'competitor_hiring_comparison'

Nom de la société (pour company_hiring ou comme 1er concurrent)

Intitulé de poste à analyser (pour role_market, ex. 'data scientist', 'compliance officer')

Pays ou ville (ex. 'France', 'United States', 'London')

Liste de sociétés à comparer (pour competitor_hiring_comparison, min 2)

Fenêtre d'analyse en jours (défaut 30)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Named workflow to execute. Each workflow chains 3-7 tools sequentially.

The entity to analyze. A company name for most workflows; location for climate_property_assessment; role+country for talent_market_brief.

Optional overrides passed to sub-tools. Keys depend on workflow (e.g., country, sector, role, drug, technology, wallet_address, acquirer).

Default true: continue on step failure. Set false to abort on first error.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Yahoo Finance ticker symbol. Examples: AAPL (US stock), SAP.DE (Frankfurt), 7203.T (Tokyo), BTC-USD (Bitcoin), GC=F (gold futures), ^GSPC (S&P 500).

Bar interval. Default: 1d (daily).

Look-back period. Default: 1y.

Adjust close prices for dividends and splits. Default: true.

Subset of fields to include (informational — all fields always returned).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Full text or summary of the job description and role requirements.

Array of candidate objects. Maximum 50.

Optional weighting per criterion. Default: skills=0.4, experience=0.2, education=0.1, progression=0.15, culture=0.15.

Optional ISO 2-letter country code for regional context (informational).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Full text of the legal document (10k–100k chars typical). Plain text or lightly HTML-formatted. EN/FR/DE/ES/PT supported.

Optional. Document type hint. Defaults to auto-detection. Use "auto" or omit to let the tool detect from content.

Optional. Filter extraction to specific clause types. E.g. ["term", "termination", "liability", "ip", "confidentiality", "governing_law", "indemnification"]. If omitted or empty, all clauses are extracted.

Optional. Language hint (e.g. 'en', 'fr', 'de'). Defaults to auto-detection.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

YouTube URL, podcast RSS feed URL, or direct MP3/MP4 URL. Example: "https://www.youtube.com/watch?v=jNQXAC9IVRw"

ISO 639-1 language hint (e.g. "en", "fr", "de"). Default "auto".

Maximum number of chapters. Default 8.

Transcript format. Default "json".

Include extractive summary. Default true.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Fully-qualified URL to audit (e.g. https://stripe.com/pricing)

Audit scope — defaults to 'full'

Optional list of competitor URLs to compare (max 5)

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

The seed keyword or topic to research (e.g. 'invoice software', 'project management tool')

ISO 3166-1 alpha-2 country code for Google Suggest (e.g. 'US', 'FR', 'DE'). Defaults to 'US'.

BCP-47 language code for suggestions (e.g. 'en', 'fr', 'de', 'es'). Defaults to 'en'.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Competitor URL or domain (e.g. 'https://notion.so/pricing', 'notion.so', 'https://www.example.com'). For best results, provide the direct pricing page URL.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Free-text description of what you want to accomplish. E.g. 'Run a full M&A due diligence on Acme Corp' or 'Je veux vérifier qu'un fournisseur n'est pas sous sanctions OFAC'. FR/EN/DE/ZH supported.

Optional domain hint to boost tools in this category.

Optional ISO 639-1 language hint (fr, en, de, zh, es …). Used for language-aware boosting.

Max number of recommendations returned (1-10). Default 5.

Whether to include a suggested_chain of tools in the optimal sequence. Default true. Chain is always included for well-known intents (M&A, compliance, ESG, etc.).

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Action to perform in the CRM

CRM provider to target

Auth credentials. HubSpot: access_token. Salesforce: access_token + base_url. Pipedrive: api_key.

Payload depending on mode. push_lead: {email,first_name,last_name,company,phone,job_title}. update_opportunity: {deal_id/opportunity_id,stage,amount,close_date}. search_contact: {email}. log_activity: {type,body,contact_id/person_id,subject}.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

register — add a webhook endpoint. list — view your active webhooks. revoke — soft-delete a webhook by webhook_id. test — fire a test payload to verify the receiver is alive. history — last 20 delivery attempts for a webhook.

(register) HTTPS/HTTP endpoint that will receive POST callbacks. Must return 2xx within 10s.

(register, optional) Events to subscribe to. Defaults to all events if omitted.

(register, optional) A secret string used to sign deliveries with HMAC-SHA256. Store it safely — verify X-Gapup-Signature header on your receiver.

(revoke / test / history) The webhook_id returned from register.

Optional caller identity override. If omitted, uses the internal session hash.

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

The job_id returned by an async tool call