"A calculation query multiplying 198766 by 667891" matching MCP tools:

• content_discovery

  gapup-mcp

  Discover content franchises within a domain. Two modes: pass `tag` for a precise taxonomy match (every game tagged 'co-op'), or pass `query` for free-text SEMANTIC search powered by pgvector embeddings — finding franchises by meaning ('dark atmospheric games about isolation') even when no literal tag matches. Results are verifiable: tag mode carries tag confidence/corroboration, semantic mode carries a similarity score; both carry entity freshness. When to use: an agent wants a domain-scoped shortlist by tag or by intent. Inputs: a domain plus either a tag or a free-text query.

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• content_discovery

  mcp-knowledge

  Discover content franchises within a domain. Two modes: pass `tag` for a precise taxonomy match (every game tagged 'co-op'), or pass `query` for free-text SEMANTIC search powered by pgvector embeddings — finding franchises by meaning ('dark atmospheric games about isolation') even when no literal tag matches. Results are verifiable: tag mode carries tag confidence/corroboration, semantic mode carries a similarity score; both carry entity freshness. When to use: an agent wants a domain-scoped shortlist by tag or by intent. Inputs: a domain plus either a tag or a free-text query.

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• calculate_pace_layer_drag

  aibvf-mcp

  Quantify the annual EUR cost of an AI ambition outrunning the operating model: queues, hand-offs and slow decisions that prevent the organisation capturing the value already assumed in the case. CALL THIS when the user needs the cost of waiting for the organisation to change, or when a Fix plan needs a cost-of-waiting figure. Do not use it to score an AI initiative, estimate the implementation cost, or calculate a process saving: use score_initiative for the investment verdict, diagnose_process for a running process, and recommend_improvements for the change plan. revenue_eur sets the absolute EUR range; ai_tier and readiness together set the drag rate and pace_gap, so gen3 in a siloed organisation costs more than gen1 in an agile one. industry is accepted for a consistent interface and defaults to universal, but does not change this calculation yet. Returns a low/high EUR range, drag rate, pace-gap severity, drivers and source. Pure deterministic calculation — no network, auth, or side effects.

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• cypher_execute_query_by_key

  cypher-mcp

  Execute a published, parameterized Cypher query by its key. You supply the key of an operator-published query plus its parameters. The operator owns the query text; you never see or write raw Cypher. If the operator has published a query as a named tool (e.g. ``cypher_find_airline_flights``), you can call that directly instead. Billing note: you are charged only for a delivered answer. If the key is unknown, the parameters are invalid, or the query fails, the call raises and your debit is rolled back (no charge for value not delivered).

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• get_risk_assessment

  Crank Protocol

  Combined regime + risk-guard calculation for a strategy on an asset (read-only). Folds the detected market regime together with the safe-default risk guards (position / exposure / single-loss / drawdown / daily-loss limits) into one deterministic output: a rules-based direction, a conviction-weighted position size already capped to the position guard (in both percent-of-equity and USD notional against ``equity``), a per-regime action note, and the full guard set. strategy_type is one of the 16 Crank strategy types; asset is a token mint; timeframe one of 1m/5m/15m/1h/4h/1d. A mechanical, non-personalised calculation you choose whether to act on (DYOR) -- not financial advice, not a recommendation, and not a managed account. No wallet, no fee. Workflow: RISK step -- after backtest_strategy, before execution. The returned suggested_size_usd caps the order in the execute phase; do NOT exceed it. Check asset_classification first (equity -> per-execution confirm). See get_trading_workflow.

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• check_servicing

  Arthr — Australian home loans

  Run a REAL serviceability calculation across a panel of Australian lenders and get back, per lender, how much they would lend, whether they would lend at all, the rate they'd assess at, and — where they decline — why. This is not an estimate: it is the same calculation a broker runs. Use it once you have income, monthly living costs and a property value; prefer estimate_borrowing_power before that, for a fast rough figure. It is the only tool here that models HECS/HELP debt, and the only one that can tell you a lender says no. It takes seconds rather than milliseconds, so call it when the answer matters, not to explore.

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• financial_calculator

  Inferventis — Financial Data, News & Web MCP

  Performs precise financial calculations across six calculation types entirely locally with no external API dependency. compound_interest computes the final value and total interest earned on a principal over time at a given annual rate. loan_repayment calculates the monthly payment, total repayable amount, and total interest for a mortgage or loan given the principal, annual rate, and term in months. roi returns return on investment as a percentage and absolute profit or loss, with optional annualised ROI when a holding period is provided. present_value discounts a future cash amount back to its current value using a discount rate. future_value projects a present amount forward at a compounding annual rate. break_even finds the unit volume and revenue at which fixed and variable costs are fully covered by sales. Use this tool when an agent needs to perform any structured financial calculation — loan affordability, investment return, discounted cash flow, or cost analysis. Prefer financial_calculator_lite when only the single headline result is needed rather than a full structured breakdown. Do not use this tool to fetch live market prices or exchange rates — use stock_quote for stock prices, crypto_price for cryptocurrency prices, or currency_convert for FX rates.

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• search_blog

  Sovereign AI Blog

  Search the Sovereign AI Blog for articles matching a natural language query, optionally filtered by tag and sorted by relevance or date. Behaviour matrix: - query='', sort=* -> list newest-first, optionally tag-filtered - query!='', sort=relevance -> TF-IDF ranked, optionally tag-filtered - query!='', sort=date_desc -> TF-IDF filtered (score > 0.001), then sorted by date Pure read-only, deterministic for a given KB snapshot.

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• search_indicators

  Imf

  Discover what a dataset accepts: its dimension names in key order, and the codes available for each, filtered by `query`. Use this before get_data — e.g. search_indicators({dataset:"CPI", query:"united states"}) finds COUNTRY=USA. Without a query it returns the dimension list and a sample of codes.

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• property_report

  UK Property Intelligence

  Full data pull for a UK property in one call. Returns sale history, area comps, EPC rating, rental market listings, current sales market listings, rental yield calculation, and price range from area median. Requires a street address + postcode for subject property identification. Postcode-only (e.g. "NG1 2NS") returns area-level data without a subject property — use property_comps or property_yield for postcode-only queries.

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• search_blog

  self-hosted-ai

  Search the Sovereign AI Blog for articles matching a natural language query, optionally filtered by tag and sorted by relevance or date. Behaviour matrix: - query='', sort=* -> list newest-first, optionally tag-filtered - query!='', sort=relevance -> TF-IDF ranked, optionally tag-filtered - query!='', sort=date_desc -> TF-IDF filtered (score > 0.001), then sorted by date Pure read-only, deterministic for a given KB snapshot.

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• get_conventions

  verify

  FREE. The exact calculation conventions of both engines (listed FRN: SARB §2.2.3 compounded index, 5-bday lookback, Modified Following; OTC: 1-bday lookback, Act/365, half-up 4dp), the verification tolerance, and the index source. Call this first.

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• run_model

  models

  Run a Concordance-tested calculation model. Inputs must satisfy the contract from get_model_contract (all fields required, values inside their domains — out-of-domain requests are rejected, never clamped). The response echoes inputs, spec version, assumptions, triggered sentinels, and sourced constants; outputs are exactly what the engine computed, untouched. Share the matching interactive calculator with users: https://worthune.com/scenarios/<model> for scenario models.

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• get_view_signature

  FinFam Financial Calculators

  Get the full input/output contract for a financial calculator. Returns field names, types, defaults, and hints so you know exactly what inputs to collect from the user before running a calculation. Args: owner_username: The view owner's username (from search results) viewname: The view's URL slug (from search results)

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• estimate_prepayment_penalty

  Clara Mortgage Assistant

  Estimate three-months-interest and simple IRD prepayment penalties; lender discharge statements remain authoritative. Use only with explicit, non-identifying numeric inputs. Calculation only: never use this tool to approve, deny, underwrite, recommend, select a lender or product, or fill missing inputs from prior chats, files, accounts, documents, websites, or web search.

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• apex_run_btc_gate

  Apex (smartapex.uk) AI Component Card Store

  Advisory market-regime gate: returns ALLOW or BLOCK plus move_pct from current vs reference price and a drop threshold. Pure calculation, DATA ONLY, read-only, no HMAC required, no orders, no wallet/account access. Not trading advice.

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• calculate_italian_tax

  TaxCompass — Italian tax tools

  Compute exact Italian tax for one regime at a given annual revenue. Deterministic calculation (not an estimate): substitute/income tax, INPS social contributions, net income, and effective rate. `breakdown.eligible` is False when the regime doesn't apply to the inputs (e.g. forfettario above the €85k cap) — present that as "not eligible", not as a real option. Args: revenue_eur: Gross annual revenue in EUR. regime: One of `forfettario_5`, `forfettario_15`, `ordinario`, `ordinario_impatriati`. coefficient: Forfettario coefficiente di redditività (0.40–0.86, set by the activity's ATECO group). Omit for the professional-services default (0.78). Ignored by non-forfettario regimes. cost_ratio: Deductible costs as a fraction of revenue (0–1), used by ordinario/impatriati. Ignored by forfettario.

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• prayer_times

  Prayer Times

  Islamic prayer times (salah times: Fajr, Sunrise, Dhuhr, Asr, Maghrib, Isha, plus Imsak and Midnight) for a location today. Provide either city+country or latitude+longitude. Returns timings, Gregorian and Hijri (Islamic calendar) dates, timezone, and the calculation method used.

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• eval_expression

  Bristlecone Logic Utilities

  Deterministically evaluates arithmetic, mathematical, and logical expressions inside an AST-isolated sandbox. Prevents LLM calculation errors while strictly blocking arbitrary code execution. Use for reliable numerical calculations and boolean logic. Do not use for executing arbitrary Python statements or importing external libraries.

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• check_logic

  icme-preflight-mcp

  Catch contradictions in reasoning before acting on it. FREE — no account needed. Extracts quantitative and logical claims from any plan, calculation, or chain of thought, then uses a Z3 SAT solver to mathematically prove whether they contradict each other. This is formal verification, not an LLM second-guessing itself. Returns CONSISTENT, CONTRADICTION, or UNKNOWN with the extracted claims.

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