MCP HeartbeatTHE MCP OBSERVATORY
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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Rafid Intelligence Network

Paid intelligence tools for AI agents across risk, finance, property, logistics and more.

Checks passed
14 / 22

1 failed · 7 not measured

Median response
690 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
75

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 811 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name rafid-agent-api.

  • Pass
    Lists tools

    tools/list returned 75 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 690 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 799 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    148 of 676 parameters have a description (22%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-05T04:31:13.349106Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using Rafid Intelligence Network

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http rafid-intelligence-network https://api.rafidsystem.com/mcp

Capabilities

Tools 75

ai_call_agent

Initiate an authorized outbound AI telephone call and return a call identifier immediately; completion and duration arrive asynchronously. When: Use when an authorized agent must contact a customer by telephone for a lawful, consent-aware objective and retrieve a structured result later. Selection: specialized; prefer for Use when an authorized agent must contact a customer by telephone for a lawful, consent-aware objective and retrieve a structured result later.. Input is a strict JSON object; see the schema. Price: $0.30 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
analyze_company_risk

Gather evidence-tiered risk signals for a company across corporate identity, domain, website, sanctions-list name-matching, adverse news, reputation and legal/regulatory signals — never a safe/unsafe verdict. When: Use when an agent needs risk evidence to weigh before a transaction, partnership, or onboarding decision — not a substitute for compliance/legal sign-off. Selection: specialized; prefer for Use when an agent needs risk evidence to weigh before a transaction, partnership, or onboarding decision — not a substitute for compliance/legal sign-off.. Input is a strict JSON object; see the schema. Price: $0.35 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
analyze_oman_company

Generate deterministic commercial-intelligence signals, risk flags and positive signals for one Oman company by companyId, for a stated evaluation purpose. When: Use when an agent needs to assess whether an Oman company looks like a serious, established operating business — as a supplier, customer, partner or investment target. Selection: supporting; prefer for Use when an agent needs to assess whether an Oman company looks like a serious, established operating business — as a supplier, customer, partner or investment target.. Input is a strict JSON object; see the schema. Price: $0.75 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
analyze_oman_property

Analyze an Oman residential property using local rental comparables, market context and investment metrics, including partner-supplied historical and recent Al Mouj Muscat property sales records with provenance and freshness metadata when coverage is available. When: Use when an agent needs Oman-specific rental, yield, sale price positioning or operating-cost analysis, especially for an Al Mouj Muscat property. Selection: primary; prefer for Oman-specific property analysis with local comparables or Al Mouj or Muscat rental and sale positioning. Do not use for a property outside the supported Oman market or a simple yield calculation with supplied numbers. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
analyze_property

Calculate gross/net rental yield, income, operating costs and simple payback in OMR. Calculations only. When: Use when an agent needs financial metrics (yield, income, payback) for a single property. Selection: supporting; prefer for simple single-property yield, income and payback arithmetic. Do not use for live Oman market comparables or multi-property portfolio screening. Input is a strict JSON object; see the schema. Price: $0.01 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
appointment_call_agent

Place an asynchronous appointment call to propose, book, confirm, reschedule or cancel a slot through a calendar-provider abstraction. When: Use when an authorized agent must coordinate a customer appointment by telephone and return a machine-readable scheduling result. Selection: specialized; prefer for Use when an authorized agent must coordinate a customer appointment by telephone and return a machine-readable scheduling result.. Input is a strict JSON object; see the schema. Price: $0.50 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
break_even_calculator

Calculate break-even and target-profit units from supplied fixed and variable costs. When: Use when an agent needs the Creative Techno book framework for break even calculator. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for break even calculator.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
business_90_day_growth_plan

Generate the book's three-month post-launch goals, milestones, KPIs and review gates. When: Use when an agent needs the Creative Techno book framework for business 90 day growth plan. Selection: specialized; prefer for Use when an agent needs the Creative Techno book framework for business 90 day growth plan.. Input is a strict JSON object; see the schema. Price: $0.40 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
business_idea_generator

Generate candidate ideas from user-observed problems and constraints; does not claim market demand. When: Use when an agent needs the Creative Techno book framework for business idea generator. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for business idea generator.. Input is a strict JSON object; see the schema. Price: $0.20 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
business_idea_validate

Evaluate problem, customer, solution and willingness-to-pay evidence; does not independently verify live demand. When: Use when an agent needs the Creative Techno book framework for business idea validate. Selection: primary; prefer for Use when an agent needs the Creative Techno book framework for business idea validate.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
business_model_builder

Build the book's ten-element one-page business map from supplied inputs. When: Use when an agent needs the Creative Techno book framework for business model builder. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for business model builder.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
business_profitability_analysis

Calculate revenue, gross profit, net profit and margins from monthly supplied data. When: Use when an agent needs the Creative Techno book framework for business profitability analysis. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for business profitability analysis.. Input is a strict JSON object; see the schema. Price: $0.15 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
business_risk_check

Diagnose the book's common mistakes from supplied signals; no unsupported probabilities are assigned. When: Use when an agent needs the Creative Techno book framework for business risk check. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for business risk check.. Input is a strict JSON object; see the schema. Price: $0.20 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
business_risk_score

Assess the risk of doing business with a company in any country using corporate, financial, compliance, reputation, operational and digital evidence. Returns a 0–100 risk score (100 = highest detected risk), a separate 0–1 confidence, per-category component scores, evidence-backed risk flags and positive signals, sanctions/restricted-party screening with match strength, and machine-readable due-diligence guidance (proceed / proceed_with_monitoring / enhanced_due_diligence / manual_review / avoid_automated_transaction). When: Use before onboarding a supplier or vendor, paying a new business, entering a B2B transaction, approving a marketplace seller, extending credit or insurance, or recommending a company — whenever an autonomous agent needs structured, evidence-backed business due diligence it cannot reliably generate from its own model knowledge. Selection: supporting; prefer for structured risk score and action for a company or automated transaction guardrails. Do not use for public reputation only or finding companies. Input is a strict JSON object; see the schema. Price: $0.50 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
business_validation_plan

Create the book's structured seven-day validation workflow; execution and evidence collection remain with the caller. When: Use when an agent needs the Creative Techno book framework for business validation plan. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for business validation plan.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
candidate_shortlist_score

Score up to 100 supplied candidate profiles against one job profile with auditable matched requirements, gaps and confidence; no hiring decision is emitted. When: Use after extracting multiple candidate profiles when an agent needs transparent batch comparison against one job. Selection: specialized; prefer for Use after extracting multiple candidate profiles when an agent needs transparent batch comparison against one job.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
company_due_diligence

Perform company due diligence for onboarding, procurement, partnership, investment or customer-risk decisions: resolve the entity, evaluate registration, website identity, sanctions, adverse news, legal, financial and reputation signals, then return a deterministic risk assessment with evidence and a machine-actionable next action. When: Use when an autonomous agent must decide whether to continue doing business with a company and what verification or escalation should happen next. Selection: primary; prefer for before onboarding a supplier or before signing a commercial agreement. Do not use for simple company search or stock price lookup. Input is a strict JSON object; see the schema. Price: $1.50 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
company_reputation_check

Investigate the public reputation and commercial risk signals of a company in any country — identity consistency against official registries, sanctions-list name screening, adverse media (with legal stage: allegation vs. outcome), customer reputation, online presence, business stability and domain signals — returning evidence-linked scores with a separate confidence score. When: Use this capability when an AI agent needs to assess a company's public reputation, credibility, adverse-media exposure, sanctions signals, customer reputation, online presence, identity consistency and other publicly observable commercial risk indicators before entering a business relationship. Selection: supporting; prefer for public reputation and adverse-media screening or sanctions name screening. Do not use for a deterministic business risk decision or finding companies. Input is a strict JSON object; see the schema. Price: $0.40 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
company_risk_batch

Assess 1–100 companies from structured rows or CSV in one bounded batch, preserving per-row risk results and provider failures. When: Use when an agent needs to screen many companies efficiently instead of making separate risk-report calls. Selection: specialized; prefer for Use when an agent needs to screen many companies efficiently instead of making separate risk-report calls.. Input is a strict JSON object; see the schema. Price: $8.00 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
company_risk_report

Combine evidence-first public reputation analysis with structured business-risk scoring into one company risk report. When: Use when an agent needs a consolidated company risk report with both evidence and an explicit risk model. Selection: specialized; prefer for Use when an agent needs a consolidated company risk report with both evidence and an explicit risk model.. Input is a strict JSON object; see the schema. Price: $1.50 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
compare_properties

Compare 2–20 uniquely named properties in OMR using the same metrics; order by rounded net yield, preserving input order for ties. When: Use when an agent must rank or choose between 2-20 candidate properties by net yield. Selection: supporting; prefer for Use when an agent must rank or choose between 2-20 candidate properties by net yield.. Input is a strict JSON object; see the schema. Price: $0.03 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
competitor_analysis

Compare 3-20 user-supplied competitors; does not discover or verify competitors without live evidence. When: Use when an agent needs the Creative Techno book framework for competitor analysis. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for competitor analysis.. Input is a strict JSON object; see the schema. Price: $0.30 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
content_plan_generator

Generate a 14- or 30-day structured content calendar from an offer and selected channels. When: Use when an agent needs the Creative Techno book framework for content plan generator. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for content plan generator.. Input is a strict JSON object; see the schema. Price: $0.20 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
cv_improve

Produce evidence-grounded CV improvement recommendations, optional job-specific guidance and ATS actions without inventing candidate facts. When: Use when a candidate or recruitment agent needs actionable CV improvement guidance. Selection: specialized; prefer for Use when a candidate or recruitment agent needs actionable CV improvement guidance.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
cv_job_match

Compare a candidate profile or CV with a job profile or description using normalized skills, experience evidence and transparent weighted scoring. When: Use when an agent needs evidence-based candidate-to-job matching for one candidate. Selection: supporting; prefer for Use when an agent needs evidence-based candidate-to-job matching for one candidate.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
cv_score

Score the completeness, clarity and ATS-readability of a CV on a transparent 0–100 scale; this is not job matching. When: Use when an agent needs general CV quality feedback independent of a specific job. Selection: primary; prefer for Use when an agent needs general CV quality feedback independent of a specific job.. Input is a strict JSON object; see the schema. Price: $0.20 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
document_facts_extract

Extract structured, evidence-backed facts, entities, dates, amounts, obligations, deadlines and risk indicators from business documents (contracts, invoices, purchase orders, quotations, tenders/RFPs, leases, policies, financial reports, legal documents, CVs, company profiles) from any country. Every fact carries a 0–1 extraction confidence and source evidence (verbatim excerpt, character offsets, section, and the page when the document has real pages); dates, amounts, currencies, percentages and durations are normalized only when unambiguous. Accepts an https documentUrl (PDF with a text layer, DOCX, HTML, text) or extracted text, up to 25 pages. When: Use when an agent needs reliable machine-readable facts from a contract, invoice, tender, lease, purchase order, policy, financial report or other business document instead of a general summary. Selection: primary; prefer for evidence-backed extraction from a supplied document or contract, invoice or tender fact capture. Do not use for general company due diligence without a document or legal advice. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
due_diligence_oman_company

Perform structured commercial due diligence on one Oman company by companyId ahead of a stated transaction, returning identity verification, risk assessment, a prioritized due-diligence checklist and known information gaps. When: Use before awarding a contract, entering a partnership, extending credit or investing, when a structured, source-backed due-diligence pass is needed ahead of the decision. Selection: specialized; prefer for Use before awarding a contract, entering a partnership, extending credit or investing, when a structured, source-backed due-diligence pass is needed ahead of the decision.. Input is a strict JSON object; see the schema. Price: $2.00 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
estimate_maintenance

Estimate an annual maintenance reserve in OMR from value, age and unit count with explicit optional assumptions. Uncalibrated heuristic, not a survey. When: Use when an agent needs an annual maintenance reserve estimate for a property, not an actual inspection. Selection: specialized; prefer for Use when an agent needs an annual maintenance reserve estimate for a property, not an actual inspection.. Input is a strict JSON object; see the schema. Price: $0.02 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
extract_candidate_profile

Normalize an English, Arabic or mixed-language CV into a machine-readable candidate profile using only stated professional evidence; protected personal attributes are ignored. When: Use before scoring or matching a CV when an agent needs reusable structured candidate evidence. Selection: supporting; prefer for Use before scoring or matching a CV when an agent needs reusable structured candidate evidence.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
final_business_plan_builder

Assemble the book's final project plan from supplied business and financial inputs. When: Use when an agent needs the Creative Techno book framework for final business plan builder. Selection: specialized; prefer for Use when an agent needs the Creative Techno book framework for final business plan builder.. Input is a strict JSON object; see the schema. Price: $0.50 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
find_companies

Discover companies from public web sources matching an industry, location, size and/or keyword criteria, returning cited candidate companies (never fabricated) with a stated confidence score. When: Use when an agent needs to discover a list of candidate companies matching criteria (industry, location, size, keywords) rather than analyze one already-known company. Selection: supporting; prefer for Use when an agent needs to discover a list of candidate companies matching criteria (industry, location, size, keywords) rather than analyze one already-known company.. Input is a strict JSON object; see the schema. Price: $0.05 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
first_10_customers_plan

Create a non-spammy plan for 20 prospects and the first 10 paying customers. When: Use when an agent needs the Creative Techno book framework for first 10 customers plan. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for first 10 customers plan.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
flight_compare

Compare current flight offers with deterministic price, duration, stop and available reliability signals. When: Use when an agent needs flight compare from current travel offers. Selection: supporting; prefer for Use when an agent needs flight compare from current travel offers.. Input is a strict JSON object; see the schema. Price: $0.15 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
flight_search

Search current flight offers and return normalized prices, itineraries, stops and timing. When: Use when an agent needs flight search from current travel offers. Selection: supporting; prefer for Use when an agent needs flight search from current travel offers.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
generate_job_profile

Normalize a job description into required and preferred professional requirements with transparent weights totaling 100. When: Use before candidate matching or shortlisting when an agent needs a structured job requirement profile. Selection: specialized; prefer for Use before candidate matching or shortlisting when an agent needs a structured job requirement profile.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
get_oman_company_profile

Return a structured profile for one Oman company by companyId — identity, registration, location and contact fields, digital-presence detection and full source provenance. When: Use after search_oman_company resolves a companyId, to retrieve the company's structured profile before deciding whether deeper analysis or due diligence is warranted. Selection: supporting; prefer for Use after search_oman_company resolves a companyId, to retrieve the company's structured profile before deciding whether deeper analysis or due diligence is warranted.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
hotel_search

Search current hotel inventory and return normalized full-stay room rates and cancellation information. When: Use when an agent needs hotel search from current travel offers. Selection: supporting; prefer for Use when an agent needs hotel search from current travel offers.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
ideal_customer_profile

Structure an ideal-customer profile from supplied observations; does not infer verified demographics. When: Use when an agent needs the Creative Techno book framework for ideal customer profile. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for ideal customer profile.. Input is a strict JSON object; see the schema. Price: $0.20 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
invoice_anomaly_check

Detect duplicate, inconsistent, unusual or potentially fraudulent invoices before payment using arithmetic, supplier-history, purchase-order and payment-detail checks. Returns a 0–100 risk score, a risk level, an advisory decision (continue / review / hold) and machine-readable anomalies (e.g. DUPLICATE_INVOICE, POSSIBLE_DUPLICATE, BANK_ACCOUNT_CHANGED, PO_AMOUNT_EXCEEDED, SPLIT_INVOICE_PATTERN, SUBTOTAL_MISMATCH), each with severity, confidence and structured evidence. Works on a single invoice (standalone) or with optional historical invoices, supplier profile, purchase order, contract, approval threshold and payment history (context-aware). Deterministic, decimal-safe, any country and currency. When: Use before approving, paying, booking, reconciling or auditing an invoice, especially when an agent needs to determine whether the invoice requires human review. Selection: primary; prefer for invoice review before payment or duplicate and arithmetic checks. Do not use for company-level due diligence or extracting arbitrary document facts. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
monthly_business_financial_report

Generate a monthly business financial report from supplied OMR figures; not accounting advice. When: Use when an agent needs the Creative Techno book framework for monthly business financial report. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for monthly business financial report.. Input is a strict JSON object; see the schema. Price: $0.15 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
news_video_generate

Turn supplied factual news content into a publish-ready short-form news video without independently researching or fabricating current events. When: Use when an agent already has a verified headline, summary, facts and source URLs and needs a short news video. Selection: specialized; prefer for Use when an agent already has a verified headline, summary, facts and source URLs and needs a short news video.. Input is a strict JSON object; see the schema. Price: $1.50 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
offer_builder

Construct a commercial offer from supplied outcome, bundle and delivery terms; never invents scarcity. When: Use when an agent needs the Creative Techno book framework for offer builder. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for offer builder.. Input is a strict JSON object; see the schema. Price: $0.20 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
oman_business_launch_advisor

Combine readiness, idea validation, finance and launch logic for an Oman-oriented founder workflow. When: Use when an agent needs the Creative Techno book framework for oman business launch advisor. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for oman business launch advisor.. Input is a strict JSON object; see the schema. Price: $0.50 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
oman_business_launch_plan

Generate the book's 30-day launch workflow with dependencies and status placeholders. When: Use when an agent needs the Creative Techno book framework for oman business launch plan. Selection: specialized; prefer for Use when an agent needs the Creative Techno book framework for oman business launch plan.. Input is a strict JSON object; see the schema. Price: $0.40 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
oman_business_plan_generator

Generate a premium structured business plan from supplied assumptions; not legal, tax, accounting or investment advice. When: Use when an agent needs the Creative Techno book framework for oman business plan generator. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for oman business plan generator.. Input is a strict JSON object; see the schema. Price: $1.00 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
oman_go_to_market_plan

Select supplied Oman-relevant channels for an ICP and create a 14-day action plan; live popularity is not checked. When: Use when an agent needs the Creative Techno book framework for oman go to market plan. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for oman go to market plan.. Input is a strict JSON object; see the schema. Price: $0.40 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
oman_small_business_guide

Answer a question using book-grounded frameworks; current legal, tax and regulatory details require official verification. When: Use when an agent needs the Creative Techno book framework for oman small business guide. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for oman small business guide.. Input is a strict JSON object; see the schema. Price: $0.15 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
oman_supplier_check

Screen an Oman supplier for procurement using company identity, business activity, website, contact consistency, address signals, public-risk indicators and sanctions screening. When: Use before adding an Oman supplier to an RFQ, vendor shortlist, procurement process or supplier onboarding workflow. Selection: primary; prefer for screening an Oman supplier before an RFQ or onboarding or identity, activity and contact consistency checks. Do not use for global company screening or a final procurement approval. Input is a strict JSON object; see the schema. Price: $0.50 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
portfolio_exposure_check

Aggregate supplied open and proposed positions into gross, net, directional and concentration exposure with stop-risk and margin indicators. When: Use when an agent needs to assess portfolio concentration or directional exposure before adding or modifying a position. Selection: supporting; prefer for Use when an agent needs to assess portfolio concentration or directional exposure before adding or modifying a position.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
portfolio_screen

Screen and rank a portfolio of 2–20 supplied properties using the shared rental-yield and income calculations. When: Use when an agent needs a first-pass ranking of multiple properties before deeper analysis. Selection: specialized; prefer for Use when an agent needs a first-pass ranking of multiple properties before deeper analysis.. Input is a strict JSON object; see the schema. Price: $0.50 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
preview_capability

Free preview of a paid capability: checks whether useful data/analysis is available for a given input, before paying — proof of "I have information for this request," never the paid analysis itself. No payment, charge or account is ever involved. Not every capability supports preview (status is "unavailable" when it doesn't). Recommended flow: discover -> preview -> evaluate -> pay -> execute.

Discovered
procurement_vendor_shortlist

Screen and rank 2–50 Oman suppliers in one procurement workflow using identity, risk, sanctions and public-evidence signals. When: Use when a procurement agent needs a ranked vendor shortlist from several candidate suppliers. Selection: specialized; prefer for Use when a procurement agent needs a ranked vendor shortlist from several candidate suppliers.. Input is a strict JSON object; see the schema. Price: $2.00 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
product_pricing_calculator

Calculate unit cost, price, margin and markup in OMR; does not validate market willingness to pay. When: Use when an agent needs the Creative Techno book framework for product pricing calculator. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for product pricing calculator.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
product_promo_video

Generate a promotional short video from structured product information, features, call to action and optional website. When: Use when an agent needs a publish-ready product or service promotion from structured marketing input. Selection: specialized; prefer for Use when an agent needs a publish-ready product or service promotion from structured marketing input.. Input is a strict JSON object; see the schema. Price: $2.00 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
property_investment_report

Combine Oman property market comparables, price positioning and rental-yield calculations into one investment report. When: Use when an agent needs one structured investment analysis for a property rather than separate market and calculator calls. Selection: specialized; prefer for Use when an agent needs one structured investment analysis for a property rather than separate market and calculator calls.. Input is a strict JSON object; see the schema. Price: $0.75 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
research_company

Research a company from public web sources: overview, products, leadership, funding, competitors, technology signals, recent developments and risk flags, with cited sources and a confidence score. When: Use when an agent needs a structured research brief on a named company — for sales/investment/partnership research, competitive analysis, or general company background — beyond what a structured company registry alone provides. Selection: supporting; prefer for Use when an agent needs a structured research brief on a named company — for sales/investment/partnership research, competitive analysis, or general company background — beyond what a structured company registry alone provides.. Input is a strict JSON object; see the schema. Price: $0.15 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
sales_response_builder

Draft a customer-facing response for a supplied sales situation; does not send messages. When: Use when an agent needs the Creative Techno book framework for sales response builder. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for sales response builder.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
search_oman_company

Search structured Oman business records by name, registration number, governorate, wilayat and/or industry, returning candidate companies ranked by deterministic identity-match confidence. When: Use before company analysis or due diligence when the exact company identity is uncertain, or to find candidate Oman companies matching a name or registration number. Selection: supporting; prefer for Use before company analysis or due diligence when the exact company identity is uncertain, or to find candidate Oman companies matching a name or registration number.. Input is a strict JSON object; see the schema. Price: $0.05 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
shipping_cost_estimate

Estimate domestic or international shipping cost, chargeable weight, transit time and common shipping surcharges using shipment dimensions, weight, origin, destination and service level. Estimates are not guaranteed carrier quotes; duties and taxes are excluded. When: Use when an agent needs to estimate delivery cost for a physical shipment before purchasing, selling, importing, exporting or selecting a shipping option. Selection: primary; prefer for route and shipment cost estimation or chargeable-weight planning. Do not use for customs or tax determination or a guaranteed carrier quote. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
social_video_generate

Generate a complete short-form social video from a topic or supplied script, including narration, visual materials, subtitles and final video composition. When: Use when an agent needs a publish-ready TikTok, Reel, Short or generic social video from a topic or script. Selection: primary; prefer for Use when an agent needs a publish-ready TikTok, Reel, Short or generic social video from a topic or script.. Input is a strict JSON object; see the schema. Price: $1.50 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
startup_cost_estimate

Calculate startup capital, runway and reserve in OMR using integer baisa internally. When: Use when an agent needs the Creative Techno book framework for startup cost estimate. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for startup cost estimate.. Input is a strict JSON object; see the schema. Price: $0.10 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
startup_readiness_score

Score the book's 15-question readiness assessment deterministically; does not predict business success. When: Use when an agent needs the Creative Techno book framework for startup readiness score. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for startup readiness score.. Input is a strict JSON object; see the schema. Price: $0.05 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
strategy_performance_analysis

Calculate historical trade-level strategy performance metrics from supplied records, including P&L, win/loss statistics and supported drawdown metrics; this is historical analysis, not a forecast. When: Use when an agent needs deterministic historical performance analysis for a supplied trading strategy or trade set. Selection: specialized; prefer for Use when an agent needs deterministic historical performance analysis for a supplied trading strategy or trade set.. Input is a strict JSON object; see the schema. Price: $0.35 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
supplier_due_diligence_report

Run an end-to-end Oman supplier screening workflow covering identity, activity, website, contact consistency, address, sanctions and public-risk evidence in one structured report. When: Use when a procurement agent needs one paid supplier due-diligence result instead of coordinating several screening steps. Selection: supporting; prefer for Use when a procurement agent needs one paid supplier due-diligence result instead of coordinating several screening steps.. Input is a strict JSON object; see the schema. Price: $1.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
trade_log_analysis

Analyze supplied raw trade records for deterministic performance, execution quality, grouping, streaks, data-quality issues and risk patterns. When: Use when an agent needs structured statistics and findings from a trading log or execution history. Selection: supporting; prefer for Use when an agent needs structured statistics and findings from a trading log or execution history.. Input is a strict JSON object; see the schema. Price: $0.30 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
trade_risk_score

Calculate a transparent deterministic 0–100 risk score for a proposed trade from entry, protection, sizing, account and portfolio context. When: Use before an agent recommends or executes a trade and needs an auditable risk score rather than an opaque model judgment. Selection: primary; prefer for Use before an agent recommends or executes a trade and needs an auditable risk score rather than an opaque model judgment.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
trip_cost_estimate

Estimate flight and hotel trip cost from current provider offers, with explicit missing components and assumptions. When: Use when an agent needs trip cost estimate from current travel offers. Selection: primary; prefer for Use when an agent needs trip cost estimate from current travel offers.. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
unlimited_ocr_image

Extract text and document layout from a single image using Baidu Unlimited-OCR. Experimental GPU availability applies. When: Use when an agent needs to extract text from a PNG, JPEG, or WebP image. Selection: supporting; prefer for Use when an agent needs to extract text from a PNG, JPEG, or WebP image.. Input is a strict JSON object; see the schema. Price: $0.50 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
vehicle_value_estimate

Estimate the fair market value of a vehicle using make, model, year, trim, mileage, condition, ownership history, location and available market comparables. Returns a valuation range, private-sale estimate, dealer buy/retail estimates, depreciation, transparent valuation adjustments, confidence and risk flags. When: Use this capability when an AI agent needs to estimate the current market value of a passenger vehicle, determine whether an asking price is reasonable, estimate private-sale or dealer values, assess depreciation, or evaluate a vehicle using local or regional market comparables. Selection: primary; prefer for fair-market vehicle valuation or asking-price and trade-in checks. Do not use for vehicle inspection or vehicle history verification. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
voice_lead_qualifier

Place an asynchronous sales qualification call and score captured evidence against a configurable rubric. When: Use when an agent needs structured lead qualification from a lawful customer conversation rather than an ungrounded free-form model opinion. Selection: primary; prefer for Use when an agent needs structured lead qualification from a lawful customer conversation rather than an ungrounded free-form model opinion.. Input is a strict JSON object; see the schema. Price: $0.75 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
website_audit

Perform a bounded, passive technical website inspection covering measurable SEO, performance, accessibility, security, UX and crawlability indicators; unavailable checks are reported honestly. When: Use when an agent needs evidence-backed website issues from a public HTTPS URL before estimating remediation or rebuild work. Selection: primary; prefer for passive technical, SEO, accessibility and security checks for a public HTTPS site. Do not use for estimating a build budget or penetration testing. Input is a strict JSON object; see the schema. Price: $0.75 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
website_download

Download and mirror a publicly accessible website, including HTML pages and required frontend assets, and return a machine-readable manifest and optional downloadable archive. When: Use when an agent needs an offline mirror of a public website and its frontend assets. Selection: specialized; prefer for Use when an agent needs an offline mirror of a public website and its frontend assets.. Input is a strict JSON object; see the schema. Price: $0.75 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
website_project_estimate

Produce a deterministic website project estimate with cost, timeline, hours, effort breakdown, maintenance range, assumptions and risk flags. It is an estimate, not a fixed quotation. When: Use when an agent needs a transparent cost and delivery estimate for building or remediating a website. Selection: supporting; prefer for transparent website build or remediation estimates or scope, timeline and effort planning. Do not use for measuring live website defects or a fixed quotation. Input is a strict JSON object; see the schema. Price: $0.25 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered
whatsapp_business_setup

Create Arabic/English WhatsApp Business profile, reply and order-message templates. When: Use when an agent needs the Creative Techno book framework for whatsapp business setup. Selection: supporting; prefer for Use when an agent needs the Creative Techno book framework for whatsapp business setup.. Input is a strict JSON object; see the schema. Price: $0.20 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected811 ms75
Connected568 ms75