"How to use a search engine" matching MCP tools:

• proximens_geo_compare_urls

  Proximens Oracle

  Pro-tier. Fetch two web pages (your URL and a competitor's) and audit both against the Proximens GEO Engine principles using the same audit engine as audit_url, then compute the delta. INPUT: self_url and competitor_url (both required, http/https). RETURNS: JSON with a 0-100 score per URL (same scoring as audit_url), the principles each page satisfies, the principles each page VIOLATES that the other satisfies (delta_principles), and strategic insights on where to close the gap. USE WHEN you want a competitive GEO gap analysis between your page and a rival's.

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• search

  DC Member API

  GET /search — Cross-resource omni-search Cross-resource search across profiles, rooms, messages (incl. private DMs + group DMs you're in), events, and chapters in one round trip. Returns the top-N matches per resource, grouped by resource. Use this when you don't yet know which resource carries the answer — agents typically call this first, then drill into a specific `GET /search/<resource>` for more depth on a single bucket. There's no page param: when you hit the per-resource limit and want more, switch to the per-resource endpoint for that one. The events slice has a baked-in forward-looking default (events ending in the last 30 days or later, and currently enabled) — this matches the in-app "Search across DC" surface. Use `GET /search/events` directly to look further back in time. **Query syntax (`q=`):** plain words match with prefix + typo tolerance. Wrap a phrase in double quotes to require an exact ordered match — e.g. `q="remote work"`. AND/OR/NOT/parentheses are NOT parsed in `q=` — use the structured filter params below for boolean composition.

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• kirk_list_models

  Kirk — Unsupervised Structural Change Detection

  Enumerate the model_ids the sealed engine exposes, with the engine sha stamped in-response. Purpose: Discover the model catalog and record the sealed engine sha alongside your inference results. Use when: You are wiring a client for the first time and need model_id values for kirk_score_book / kirk_score_book_batch calls, or you want a machine-readable catalog with attestation. Do not use when: You need per-model hyperparameter detail — those are intentionally not exposed on the customer surface. Capability class(es): C5 (engine sha attested on every response). Path fit: Validation via MCP (this tool). Production integrations run in-process under sealed-engine attestation — same binary sha as this endpoint. Contact Kavara for deployment options. Cost: 0 IU. Free tool.

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• run_knockout_search

  GleanMark Trademark Search

  Run an examiner-style knockout search with scoring via the unified knockout engine — the same engine the GleanMark product uses. This is a PURE USPTO conflict search over 14M trademark records (exact, phonetic, trigram, component words, coordinated class expansion, doctrine of foreign equivalents, design codes) with mark-similarity and commercial-overlap scoring. Returns 4-tier risk-grouped results (very_high/high/medium/low) with confusion scores, plus a dead-mark "naming territory" sample. The top-line verdict is calibrated four-tier — CRITICAL CONFLICTS / ELEVATED RISK / MODERATE RISK / LOW RISK — with a one-line reason, so multi-name shortlists rank meaningfully. ALWAYS pass goods_description when the user has told you what they sell — the risk bands score goods/services relatedness, so an identical mark in a related-goods class reads VERY_HIGH only when the goods are supplied (class-only scoring understates it). It does NOT check domain availability and does NOT run a brand/web availability check — for that, use check_brand_availability instead. Most searches finish in under a minute; before calling, give the user a one-line heads-up that it may take up to a minute. Optional owner_name adds portfolio context — shows the applicant's existing marks in searched classes.

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• shippingrates_dd_countdown

  ShippingRates MCP Server

  Given a container's carrier, country, container type and ARRIVAL DATE, report how many free days remain, the first chargeable day, the per-diem once charging starts, cost accrued so far, and a forward cost projection. Use this to answer "how long until this container starts costing demurrage, and how much per day?" — the proactive companion to shippingrates_dd_calculate (which answers a fixed number of days). Same underlying tariff engine, so the numbers agree. The free-time clock starts at the carrier-defined event (port discharge or ICD rail arrival) — the arrival_date is taken as supplied, not carrier-confirmed (data_basis = user_supplied_arrival). Pass charge_type="storage" for a TERMINAL storage countdown instead of carrier D&D (thin coverage — see charge_type param). The response's charge_family field ('carrier_dd' | 'terminal_storage') always discloses which one answered the request. PAID: $0.10/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns: { free_days_total, days_elapsed, free_days_remaining, free_time_ends_on, status, accrued_cost, current_daily_rate, currency, forecast[] }

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• shippingrates_dd_countdown

  FreightGate MCP Server

  Given a container's carrier, country, container type and ARRIVAL DATE, report how many free days remain, the first chargeable day, the per-diem once charging starts, cost accrued so far, and a forward cost projection. Use this to answer "how long until this container starts costing demurrage, and how much per day?" — the proactive companion to shippingrates_dd_calculate (which answers a fixed number of days). Same underlying tariff engine, so the numbers agree. The free-time clock starts at the carrier-defined event (port discharge or ICD rail arrival) — the arrival_date is taken as supplied, not carrier-confirmed (data_basis = user_supplied_arrival). Pass charge_type="storage" for a TERMINAL storage countdown instead of carrier D&D (thin coverage — see charge_type param). The response's charge_family field ('carrier_dd' | 'terminal_storage') always discloses which one answered the request. PAID: $0.10/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns: { free_days_total, days_elapsed, free_days_remaining, free_time_ends_on, status, accrued_cost, current_daily_rate, currency, forecast[] }

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• get_sc_theory

  SCModeling

  Reference guide to supply-chain simulation concepts: ordering policies, BOM, FDD formulas, event-driven simulation. Pure static text — no engine call, deterministic output. Use this when the user asks a conceptual 'how does this work' question rather than asking for a number.

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• web_search_multilang

  gapup-mcp

  Multi-language, multi-source web search that goes beyond Anglo-centric results. Supports 15 languages (fr/de/es/it/pt/nl/ja/zh/ko/ar/ru/sv/pl/tr/en) with automatic detection. Aggregates results from Mojeek (independent search engine, multilang) and Wikipedia (native multilang API), with DDG and HN as English-language complements. Returns deduplicated results ranked by cross-engine consensus. Use when you need non-English search results, when DDG fails, or for geographically-biased queries. Phase 2 #7 of the geo/lang expansion plan. Note: Brave/Bing/Searx are blocked from DO IPs — configure AICI_RESEARCH_PROXY_URL for residential proxy.

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• shippingrates_dd_countdown

  ShippingRates MCP Server (Apify)

  Given a container's carrier, country, container type and ARRIVAL DATE, report how many free days remain, the first chargeable day, the per-diem once charging starts, cost accrued so far, and a forward cost projection. Use this to answer "how long until this container starts costing demurrage, and how much per day?" — the proactive companion to shippingrates_dd_calculate (which answers a fixed number of days). Same underlying tariff engine, so the numbers agree. The free-time clock starts at the carrier-defined event (port discharge or ICD rail arrival) — the arrival_date is taken as supplied, not carrier-confirmed (data_basis = user_supplied_arrival). Pass charge_type="storage" for a TERMINAL storage countdown instead of carrier D&D (thin coverage — see charge_type param). The response's charge_family field ('carrier_dd' | 'terminal_storage') always discloses which one answered the request. PAID: $0.10/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns: { free_days_total, days_elapsed, free_days_remaining, free_time_ends_on, status, accrued_cost, current_daily_rate, currency, forecast[] }

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• engine_info

  Backtest360

  Engine version, API contract number, and health. Free (not quota-counted). Call once at the start of a session to confirm the engine is reachable and which contract it serves.

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• search

  UseMyContext

  Search the user's files by filename and return matching documents in the deep-research result shape. ALIAS: this is the SAME search as search_files (same data, same permissions) - use it when your client requires the id/title/url search contract (ChatGPT deep research); otherwise prefer search_files for richer file metadata. Each result's id can be passed to fetch (or get_file) to read that document. Read-only; always allowed.

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• capabilities

  concordance

  The live capability statement: what this engine can verify, what tools and endpoints exist, how large the keeping is, and where its boundaries are. Every count is computed at call time and carries a 'means' line defining exactly what was counted — never a hand-maintained number. Read this instead of trusting any count written in prose.

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• search_documentation

  JobMojito

  Search ALL JobMojito documentation. This is the single entry point. One call searches both documentation sources in parallel and returns a merged, source-labeled list — you do not need to choose a source or call a separate tool: • "developer" — developer.jobmojito.com: API reference, request/response schemas, tables, webhooks, code examples, integration guides. • "help" — help.jobmojito.com: recruiter, candidate, and administrator product guides (how the platform behaves for end users). Use this whenever you need to understand how a feature, endpoint, field, or workflow works — including before calling an action tool you're unsure about. Then call `get_documentation(url)` with a returned URL to read the full page.

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• list_compiled_corridors

  lr-labs

  List which treaty pairs, PE families, and compiled-rule counts the LR Labs engine covers, plus the structured-fact schema. Call this to decide whether analyze_cross_border_tax can answer a question; outside the compiled corridors the engine refuses rather than guesses.

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• frame_animation

  spriteship

  FREE, and NO AI AT ALL — no video model, no credits, nothing to approve. The tiles of a tileset/staged asset ARE the frames: give the tile indices in playback order (repeats allowed) and they are composited into a real spritesheet animation on that asset, exportable to every engine. This is how you animate a coin flip, a flickering torch or a chest opening WITHOUT paying for image-to-video. Try this before animate_asset whenever the motion already exists across the tiles. Returns a jobId — poll get_job.

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• create_campaign

  xmagnet

  Create a DRAFT email campaign via a programmatic wizard. Call this tool and it will guide through the steps — no manual orchestration needed. WIZARD STEPS (handled automatically by the tool): 1. Call with contacts + total_contacts → tool returns engine picker (NextGen vs MyConvo) 2. Add campaign_type from user's click → tool returns campaign category chips (promotional, newsletter, event…) 3. Add campaign_category from user's click → tool returns engine-specific template gallery MyConvo: shows plain_email_templates (personal plain-text). NextGen: shows campaign_templates (HTML). 4. Add template_id from user's pick → tool creates the draft campaign. RULES: Reuse contacts from prior search — never re-search. Pass total_contacts from search result's total_in_crm so the user always sees the full count. Saves as DRAFT only — no emails sent.

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• kirk_verify_engine

  Kirk — Unsupervised Structural Change Detection

  Verify sealed engine identity — returns the sha256 of the running scoring binary. Also serves as a liveness probe against the sealed backend. Purpose: Attest which Kirk build is currently serving scoring calls. Response carries the sealed engine sha (kirk_version) that will stamp any subsequent kirk_score_* result. Secondary role: a cheap liveness probe for callers wiring up MCP for the first time. Use when: You want to record engine sha in your own provenance log before capturing scoring output, or you want a cheap liveness check ahead of a larger validation batch. Do not use when: You want a scoring result — this returns identity/liveness only, no entropies. Capability class(es): C5 (cryptographic attestation of engine identity). Path fit: Validation via MCP (this tool). Production integrations run in-process under sealed-engine attestation — same binary sha as this endpoint. Contact Kavara for deployment options. Cost: 0 IU. Free tool. For agent-driven callers, the _cost envelope still reports iu_this_call=0 and the running session totals. Returns: Dict with `status`, `engine`, `env`, and `kirk_version` (the sealed .so sha). A non-2xx response raises; caller sees a clean MCP tool error.

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• shippingrates_dd_countdown

  freightgate-mcp-server

  Given a container's carrier, country, container type and ARRIVAL DATE, report how many free days remain, the first chargeable day, the per-diem once charging starts, cost accrued so far, and a forward cost projection. Use this to answer "how long until this container starts costing demurrage, and how much per day?" — the proactive companion to shippingrates_dd_calculate (which answers a fixed number of days). Same underlying tariff engine, so the numbers agree. The free-time clock starts at the carrier-defined event (port discharge or ICD rail arrival) — the arrival_date is taken as supplied, not carrier-confirmed (data_basis = user_supplied_arrival). Pass charge_type="storage" for a TERMINAL storage countdown instead of carrier D&D (thin coverage — see charge_type param). The response's charge_family field ('carrier_dd' | 'terminal_storage') always discloses which one answered the request. PAID: $0.10/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns: { free_days_total, days_elapsed, free_days_remaining, free_time_ends_on, status, accrued_cost, current_daily_rate, currency, forecast[] }

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• how-to

  Fast.io

  Built-in product help — ask a natural-language "how do I…" question about Fastio and get a grounded, product-aware answer (or a short clarifying question) back in one call. EXPLAIN-ONLY / ADVISORY: it returns GUIDANCE TEXT and performs NO platform action (it will not create shares, move files, or change anything) — read the guidance, then act with the other tools. Answers are grounded in Fastio's own how-to knowledge AND phrased in terms of these MCP tools — they name the concrete `<tool> action="…"` calls to make — so prefer this over guessing endpoints or burning exploratory calls. For Q&A over YOUR uploaded files (RAG) use the `ai` tool instead — `how-to` answers questions about Fastio ITSELF. FREE and requires only an authenticated user (no org, no plan gate, no billing). Call action='describe' for the full action/param reference.

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• proximens_geo_list_categories

  Proximens Oracle

  List the GEO principle taxonomy of the Proximens GEO Engine with a live count of high-confidence principles per category. INPUT: none. RETURNS: JSON with a categories array of {category, count, description} sorted by count, plus a reconciled total that matches get_stats.total_principles. Categories: technical, structured-data, ai-search, content, e-e-a-t, freshness, multimodal, user-signals, performance, query-intent, internal-linking, mobile, other. USE WHEN you want to discover which categories exist before narrowing a search_principles call with the category filter.

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