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Flaim Fantasyapp.flaim/mcpAPublisher
  • get_free_agents

    Get players available to acquire in the specified fantasy league, optionally filtered by position. This is fantasy-league availability, not professional-contract status. Pass a requested count exactly from 1 through 100; for more than 100, state the limit and ask the user to narrow the request or accept 100. Prefer the canonical fields: every response carries leagueId, seasonYear, position, count, ordering, capabilities, and ownershipScope; entries carry team (real-life club, null when none) and id (platform player id as a string, when supplied) on every platform, and ESPN entries add acquisitionState ("free_agent", "waivers", or null when the platform cannot determine the subtype) plus waiverClearsAt (ISO time); legacy platform fields remain alongside for compatibility and should not be re-explained. ownershipScope "platform_global" means percentOwned/percentStarted cover all leagues on that platform — never ownership within the selected league. An ESPN-wide started rate is never conditional on the player being rostered. Label every reported percentage as an ESPN-wide roster/start rate or Yahoo-wide market rate. Translate ownership scope silently into that provider-wide wording; never print the ownershipScope key, platform_global enum, or get_free_agents tool name. If capabilities marks rates unavailable, write "[Provider] market ownership rate: not provided"; do not print a missing response field name or null value, call get_players, or offer a lookup. When acquisitionState is null or not present, call rows "available players," never specifically free agents or waivers, and do not promise an immediate add. A returned player is already confirmed available in that league. Use get_roster only when the current request separately asks who owns a player; never offer it after an available-player result. Do not include injuryStatus or any injury detail unless the user asks for it; when asked, verify current web evidence and translate provider codes into plain language. State acquisition status in plain language from acquisitionState ("a free agent", "on waivers"); never print raw codes — neither provider codes such as FREEAGENT or WAIVERS nor canonical values like free_agent verbatim. Use current web evidence before adding analysis or pickup recommendations. Use established session context (call get_user_session only if needed), then get_league_info for the selected league; fan out once per league for comparisons. Requires authentication on ESPN/Yahoo; Sleeper uses the public API. Read-only. Current date is 2026-09-09. Hard stop: after satisfying a returned-list or field-explanation request, end the answer immediately after the requested facts. Remove every closing question or offer to do more work, including roster checks, lineup-fit checks, comparisons, rankings, recommendations, role or health analysis, trends, or outlooks; never append "if you want", "tell me which player", or a similar invitation unless the user's current request explicitly asks for that additional work.

ChangeThisFilecom.changethisfile/mcpAPublisher
  • translate_file

    Translate a document into another language with the original layout and formatting preserved (DOCX, PPTX, XLSX, PDF, TXT, MD, SRT, VTT). The job runs immediately and returns a FREE preview of the first pages plus a secure Stripe checkout link — the full translated file unlocks after payment ($4.99, one-time, no account needed). Provide EITHER source_url OR base64_content, plus a filename with extension.

  • do_file_job

    Describe what you want done to a file in plain language — e.g. "translate this contract to German", "pull every table out of this PDF into Excel", "shrink this video to under 25MB", "convert this to PDF". The instruction is routed to the right job automatically; if the request is not supported yet you get an honest explanation of what is. Provide EITHER source_url OR base64_content, plus a filename with extension.

  • check_job

    Check the status of a previously submitted file job (translate_file, extract_tables, compress_file). Returns the current status, preview + checkout link for completed paid jobs, or the download URL for completed free/paid-and-unlocked jobs.

SlideForgedev.slideforge/slideforgeAPublisher
  • translate_deck

    Translate a PowerPoint (.pptx) deck preserving all formatting. $0.02/slide. Supports 32 languages (Latin, Cyrillic, Greek scripts). Provide job_id (from a previous create_slide/create_deck), pptx_url, or pptx_base64.

  • upload_asset

    Upload assets for PowerPoint (.pptx) generation: company template, logo, image, or document — or AI-generate an image. Purposes: • logo — company logo for chrome (PNG/JPG/SVG, max 5MB) → logo_id • image — image for the Image component (max 10MB) → asset_id • theme — company template PPTX → theme_id; slides with it render NATIVELY on the template (masters/layouts/chrome) • generate_image — AI-generate via `prompt` → asset_id ($0.05) • translate — PPTX to translate → deck job_id ($0.02/slide; requires `target_language`) • pdf — PDF → editable slides; pass `target_language` to also translate • recreate — image OF a slide → editable PPTX slide ($0.10; honest annotate/preserve fallback, refusals free). Use `image` to just place a picture Files >3MB (pdf/translate/theme) — and recreate on chat hosts — omit `data`: a drop-zone appears in the result card; bytes never pass through the agent.

BeeLes.beel/mcpAPublisher
  • beel_list_invoice_customization_options

    Returns the PDF templates a NIF can be rendered with. For each one, the `code` to send as `template_type` in `PUT /v1/companies/{company_id}/invoice-customization`, plus a name and a short description translated into the language of the user the credential belongs to. The accepted values are already in the `template_type` enum; what this operation adds are the readable labels, so you do not have to show `MODERN_TABLE` to a person. The catalogue is identical for every account and every NIF, so it is not nested under one. **Closed catalogue.** This collection is fixed and bounded: it carries no `pagination`, it takes no `page`/`limit`, and every response holds the whole set. Endpoint: GET /v1/invoice-customization-options

Project Gumballcom.gumballtools/platformBPublisher
  • cron_explain

    Translate a cron expression into plain English, list upcoming run times in a timezone, and report the gotchas that make schedules misfire: day-of-month/day-of-week OR semantics, steps that do not divide evenly, impossible dates, and daylight-saving shifts. Prefer this over reasoning about the expression yourself. WHY DELEGATE THIS: Cron has counter-intuitive rules: day-of-month and day-of-week are OR-ed, steps like */7 do not divide their field evenly, and February 30 never fires. Reasoning about an expression directly gets these wrong quietly. Owned by Cron Translator at https://crontoenglish.com, which is also callable directly if you would rather not go through the aggregator.

IMERGEA M&A Advisorycom.imergea/ma-advisoryBPublisher
  • imergea_list_advisory_services

    List the FREE indicative valuation entry point and four PAID fixed-scope IMERGEA advisory packages with authoritative prices, translated names, deliverables, limitations and localized links. Use for questions about price, free valuation, valuation review, buyer/investor longlists, teaser/IM or full deal preparation.

SceneF — California and Hawaii Movie Showtimescom.scenef/showtimesBPublisher
  • scenef_resolve_board

    Translate a city, 5-digit ZIP, neighborhood or board alias into the region handle every other tool takes. Returns the board and WHAT matched it. Refuses rather than guessing: an ambiguous name returns candidates (Gainesville is a town in Texas and another in Florida), a place we cover but have not published returns outside_coverage with the nearest published boards, and an unknown string returns unknown with no fallback board. Coordinates are not accepted — this reads names, not locations.

Origine Pariscom.origineparis/mcpBPublisher
  • get_maison

    Returns the Maison, Origine Paris, the Parisian fine jewellery house of recycled 18ct gold and IGI-certified lab-grown diamonds, one section at a time in the requested language. Sections: overview (identity, legal identity (SIREN), description, positioning, the by-appointment address at 21 rue de la Paix, contacts, official profiles, how orders are placed), founders (the two founders), person (one founder's full profile, biography and career with dates and references; give the name or Wikidata QID in person), entity_graph (company and founders as sourced nodes and edges), jsonld (the raw JSON-LD blocks exactly as published on the site in that language), agent_context (a short orientation for agents) and llms_txt (the site's llms.txt as published, French only). Use it for anything about the house or its founders; for the jewellery use search_catalogue. Read-only and side-effect-free: every field that can be missing carries its value, status, source URL and date; content the site does not publish in the requested language is reported as not_published and values absent from the sources as unknown, never translated or invented. Replaces get_brand_identity, get_founders, get_person_profile, get_entity_graph, get_jsonld_graph and get_llms_context.

Localization Resource Integritycom.mcpscores/localization-resource-integrityBPublisher
  • localization_resource_integrity

    Checks the structural integrity of translated resource dictionaries against a source dictionary you supply: missing keys, extra keys, disallowed empty strings, and exact placeholder integrity (name and, for printf_named, conversion type, matched by exact multiplicity, order-independent) under an explicitly declared placeholder syntax (double_brace `{{name}}` or printf_named `%(name)s`/`%(name)d`/`%(name)f`). Malformed placeholder syntax is reported as a per-key issue in a completed report, never silently dropped. Requests containing likely ICU MessageFormat plural/select constructs are refused outright rather than partially validated. Never translates anything and never estimates translation quality, tone, or correctness -- this is a structural integrity check only, scoped to exactly the resources you provide. Price: 0.03 USDC per completed bounded job on Base.

RateAPI — live US mortgage, auto, HELOC, personal & deposit ratesdev.rateapi/mcpBPublisher
  • get_deposit_benchmarks

    Best/median/spread credit-union deposit APY by product, term, and state, with per-CU peer ranking. Pass the MCP field `product` using one exact underscore value: savings, cd, share_certificate, money_market, ira_cd, ira, or share_savings. The MCP server translates it to REST `product_category`; do not send `product_category`, `mma`, or `money-market` to this tool. Deposits quote APY (no APR); CDs/share certificates include term. Current + recent data; history is retention-bounded.

ikeytz – Schlüsseldienst Ludwigsburgcom.ikeytz/websiteBPublisher
  • resolve_locale_url

    WHAT: Rewrite one marketing path into another locale without fetching HTML. Example: path=/preise locale=en → canonicalUrl https://www.ikeytz.com/en/preise. Accepts a path or a full https://www.ikeytz.com/… URL; strips an existing /en|/fr|… prefix first. RETURNS path (no locale prefix), fromLocale, toLocale. DOES NOT translate body text. Invalid locale still required by schema — use list_locales. NEXT: get_ai_page({path, locale: toLocale}).

Victano: EU tenders and grant callscom.victano/victanoBPublisher
  • search_opportunities

    Hybrid search. LT OK: viešieji pirkimai, kelio darbai, asfaltavimas. LV OK: ceļu būve, grants ceļu. BE OK: voirie, wegenwerken, chaussée, égouts. NL OK: wegenbouw, riolering, asfalt, groot onderhoud, wegconstructie. FR OK: assainissement, enrobé, chaussée. LUX OK: réfection. MLT/CYP OK: road works, asphalt; CYP αυτοκινητόδρομος, ασφαλτόστρωση. ES OK: carreteras, alcantarillado, asfalto, repavimentación. PT OK: estradas, asfalto, pavimentação. PL OK: remont drogi, kanalizacja. CZ OK: silnice. ET OK: teehitustööd. IT OK: manutenzione stradale, asfaltatura. DK OK: vej, asfalt. DE OK: Straßenbau, Autobahn. IRL OK: bóthar. SWE OK: vägunderhåll, asfalt. GRC OK: οδός, ασφάλτωση. HUN OK: útépítés, aszfalt. SVK OK: cestné stavby, asfalt. FIN OK: tie, asfalt. RO OK: drumuri, asfaltare, canalizare. Use cpv_labels and nuts_names, not codes. Then get_opportunity and read_document. Scope by country — EU-wide ~10x. Filters: countries (ISO3 'LTU', or 'LT'), cpv (any prefix: '45', '452' or a full code), status ('open' default; 'forthcoming' for not-yet-open; 'any' adds expired), deadline_after / deadline_before (ISO dates), min_value / max_value (in EUR, converted from the buyer's currency; notices we cannot price in euros are excluded from a value filter rather than guessed at). Only here: criteria_stated=true returns only notices whose SELECTION CRITERIA the buyer published — about half of TED; and no_guarantee=true returns only notices that state no bid bond is required, which is cash a small company has to find before it can bid at all. NOTE on cpv and contract_nature: sources that publish neither (Lithuanian CVP notices, EU grant calls) are INCLUDED alongside those filters and ranked rather than dropped; pass cpv_strict=true or nature_strict=true to exclude them. Multi-lot procurements collapse to one entry (`lots`, `lot_ids`) — report once. Cards compact by default (`summary_cut` when truncated); fields='full' for raw codes or a longer summary. Also: source ('ted', 'cvp', 'ft', 'ee', 'lv', 'hun', …), type ('tender' or 'grant' — use it when the user asks specifically for grant calls), contract_nature ('works', 'supplies', 'services'), lang, and exclude_results=true to drop award notices for things already decided. nuts narrows BELOW country to NUTS2 ('DE30', 'LT01') — site reach that country filters cannot express. Notices without a NUTS code are excluded. RECALL DEPENDS ON THE LANGUAGE YOU ASK IN. Notices carry the buyer's own wording and no English translation of it: 99.6% of foreign-language notices have an English title that is only 'Country - sector - <the original title>'. Queries in the notice's language find their target 75% of the time against 25% for English ones (36 known-item probes, measured 2026-08-28). So TRANSLATE THE QUERY YOURSELF and pass the translations in `queries`, one per country in scope: queries=['<in Spanish>', '<in Italian>']. Keep `query` as the user typed it - phrasings are ADDED, not substituted, each fused as its own ranking. Translate the DISTINCTIVE TERMS, not the sentence: a native phrasing of common words measures WORSE than the English one. Send the trade term. `expand_languages` defaults false (EVAL5/CP-35869); prefer `queries[]`. This tool aims for RECALL rather than a tidy shortlist: expect candidates worth filtering, and do that filtering yourself. Every response carries a `coverage` block with matching_your_filters - how many notices the filters admit in total, all of which were ranked rather than sampled. Tell the user that number: ten results mean something different out of twelve than out of four hundred.

mcpcom.medigami/mcpBPublisher
  • resolve_codes

    [Taxonomy A.1 — baseline response (public data only)] Unified code resolver — free-form query or clinical description → ranked ICD-10-CM, CPT, and HCPCS codes with confidence scores. Use when you need to translate symptoms, procedures, or diagnoses into billable codes without running three separate lookups. WHEN TO USE: User asks about medical codes: what a CPT/ICD/HCPCS code means, whether a code combination is valid, or how to map between them. WHEN NOT: For full bill scans (use scan_bill_for_errors). For appealing a coding-related denial (use generate_appeal_letter).

Servercom.interzoid/mcp-serverBPublisher
  • interzoid_translate_to_any

    Detect the language of input text and translate it to any specified target language. Cost: $0.01 USDC via x402.

  • interzoid_translate_to_english

    Detect the language of input text and translate it to English. AI-powered translation supporting numerous world languages. Cost: $0.01 USDC via x402.

3TG Test Generationdev.3tg/mcpCPublisher
  • create_tests

    Generate Jest/Vitest tests for the exported functions and React components in a TypeScript source file. Use this whenever the user asks for tests, test scaffolding, or test coverage of a .ts or .tsx file. Returns the generated test (and any companion .3tg.md / __mocks__) file contents, with paths already translated to the user's `.3tg/` mirror convention. Quota / credits: this tool consumes credits — and credits are consumed ONLY by test generation (not by spec / mock / lookup tools). The accounting is exactly **1 credit per generated test case** (i.e. per `test(...)` / `it(...)` block 3TG emits inside the returned `.test.ts` / `.test.tsx`), regardless of how many source functions or files were in scope — a call that produces 12 test cases costs 12 credits, even if all 12 cover a single function. Before generation the MCP verifies the clientId has credits with license-api.coding-creed.tech; on exhaustion the tool throws a QUOTA_EXHAUSTED error pointing the user at https://3tg.dev. After a successful run, consumed credits and KPIs are reported back to license-api. Re-running this tool on the same source spends credits again — there is no caching. When the previous call returned `enrichment.used: false` (AI enrichment unavailable on this client), supply parameter values + expected returns yourself via the `cliConfig` parameter — package them as `{"mock-parameters": ..., "function-returns": ...}` (same shape AI enrichment would produce) and pass them on a retry call. **Do NOT autonomously write `.3tg/config.3tg.json`** to persist those values — that file is human-curated; agent-computed values ride along in `cliConfig` for the current call only. (Explicit user requests to edit the file are fine — handle those normally.) See the cliConfig parameter description below for the full pattern. CRITICAL POST-CALL ACTION — write returned files to disk: The MCP server does NOT touch the user's filesystem. It returns the generated file CONTENTS in the response's `files` array. After this tool returns, you MUST iterate over `files` and write each entry's `content` verbatim to its `path` using your native file-write capability (e.g. Write / edit_file / create_file — whatever your client exposes). Create parent directories as needed. Returned paths are project-root-relative and already translated to the `.3tg/` mirror convention where applicable (e.g. specs land under `.3tg/<source-path>.3tg.md`; tests / mocks travel through unchanged). Write each path verbatim. Do NOT claim "Generated test file: <path>" unless you have actually written the file. The user will assume the MCP wrote it and waste time looking for a non-existent file. If you can't write for some reason (permission denied, no write capability in this client), return the contents inline in your message so the user can copy-paste them. Never report success silently when the write didn't happen.

  • create_spec

    Generate a functional-requirements spec (`.3tg.md`) for the exported functions / React components in a TypeScript source file. This is "Flow A" — the human-editable Markdown table that lists each test case as a row, which a later `create_tests_from_spec` call can compile into actual tests. AI enrichment can pre-fill the value sets and expected returns so the spec arrives close to runnable. IMPORTANT — never hand-author a `.3tg.md` yourself. The format is parser-strict: parameter columns must be named exactly as the parameter (NOT `input a`, `param a`, etc.), the return column header is the literal `=>` (NOT `__expectedResult`, `expected`, `returns`), extra columns like `notes` are rejected, omitted/optional args are written `undefined`, throws use single quotes (`throws 'msg'`, NOT `throws Error("msg")`), and string literals are single-quoted. Always call this tool to emit the scaffold; the user can then edit rows. The returned `.3tg.md` is reported under the project's `.3tg/` mirror (e.g. source `src/foo/bar.ts` → spec `.3tg/src/foo/bar.3tg.md`). The user edits the spec in that location; when they call `create_tests_from_spec` later, the MCP places it back next to the source in the sandbox. Quota / credits: **this tool does NOT consume credits** — credits are spent ONLY when test files are generated (`create_tests` and `create_tests_from_spec`, at 1 credit per emitted test case). Spec generation is free; iterate on the scaffold as often as needed. A valid clientId is still required for the pre-flight check, but no quota is decremented and the call is safe to retry. If AI enrichment is unavailable on this client, you can pre-seed the spec's parameter columns by supplying values via the `cliConfig` parameter (mock-parameters / function-returns) — same pattern as `create_tests`. **Do NOT autonomously write `.3tg/config.3tg.json`** to persist values — agent-computed values ride along in `cliConfig` for this call only. (Explicit user requests to edit the file are fine — handle those normally.) See the cliConfig parameter description for the full shape. CRITICAL POST-CALL ACTION — write returned files to disk: The MCP server does NOT touch the user's filesystem. It returns the generated file CONTENTS in the response's `files` array. After this tool returns, you MUST iterate over `files` and write each entry's `content` verbatim to its `path` using your native file-write capability (e.g. Write / edit_file / create_file — whatever your client exposes). Create parent directories as needed. Returned paths are project-root-relative and already translated to the `.3tg/` mirror convention where applicable (e.g. specs land under `.3tg/<source-path>.3tg.md`; tests / mocks travel through unchanged). Write each path verbatim. Do NOT claim "Generated test file: <path>" unless you have actually written the file. The user will assume the MCP wrote it and waste time looking for a non-existent file. If you can't write for some reason (permission denied, no write capability in this client), return the contents inline in your message so the user can copy-paste them. Never report success silently when the write didn't happen.

  • create_tests_from_spec

    Compile a hand-edited functional-requirements spec (`.3tg.md`) into actual Jest/Vitest tests. This is "Flow B" — the user has already authored or reviewed the `.3tg.md` and is ready to materialise the rows into a runnable test file. Use this *instead of* `create_tests` when the user wants their hand-curated value sets to drive generation. Inputs: the source code plus the spec content (the spec lives at `.3tg/<sourceDir>/<basename>.3tg.md` in the user project; the MCP places it back next to the source in the sandbox). AI enrichment is NOT run — the spec is authoritative. 3TG also writes a `<basename>.md.3tg.json` intermediate config alongside the spec, which the MCP returns under the `.3tg/` mirror so the user can inspect what the spec compiled to. Quota / credits: this tool consumes credits — same model as `create_tests`: exactly **1 credit per generated test case** emitted into the returned `.test.ts` / `.test.tsx`. The number of rows in your `.3tg.md` table is therefore a reliable upper bound on what the call will cost. Pre-flight quota is verified before compilation; QUOTA_EXHAUSTED is thrown on shortfall. **Flow B cliConfig caveat — spec-authoritative keys are STRIPPED.** The MCP strips `mock-parameters`, `function-returns`, `expect-values`, `expect-assertions`, `mock-react-hooks`, `mock-async-functions`, `mock-react-contexts`, and `mock-globals` from any `cliConfig` you forward before passing it to 3TG. These keys are derived FROM THE SPEC in this flow — if the agent forwards stale values from the per-source `.md.3tg.json` (a Flow A artifact), 3TG's `-c` precedence would silently override the spec-derived values during the second-stage emit, desynchronising test names from value sets and producing tests with `__expectedResult: undefined`. For Flow B, forward ONLY global/structural config keys (`rules.*`, `creationMode`, `mockAsFunction`, `no-rule-default-true`, `ignore`, `package.json.type`, …) — the spec owns the test-value plan. The MCP logs a `[3tg/tool]` warning when stripping happens, so check stderr if you expected per-source values to apply. CRITICAL POST-CALL ACTION — write returned files to disk: The MCP server does NOT touch the user's filesystem. It returns the generated file CONTENTS in the response's `files` array. After this tool returns, you MUST iterate over `files` and write each entry's `content` verbatim to its `path` using your native file-write capability (e.g. Write / edit_file / create_file — whatever your client exposes). Create parent directories as needed. Returned paths are project-root-relative and already translated to the `.3tg/` mirror convention where applicable (e.g. specs land under `.3tg/<source-path>.3tg.md`; tests / mocks travel through unchanged). Write each path verbatim. Do NOT claim "Generated test file: <path>" unless you have actually written the file. The user will assume the MCP wrote it and waste time looking for a non-existent file. If you can't write for some reason (permission denied, no write capability in this client), return the contents inline in your message so the user can copy-paste them. Never report success silently when the write didn't happen.

  • create_spec_for_function

    Generate a functional-requirements spec (`.3tg.md`) scoped to a single exported function or React component. Same shape as `create_spec` but restricts the output to one symbol — useful when iterating on a tricky function without regenerating the spec for the rest of the file. IMPORTANT — never hand-author a `.3tg.md` yourself. The format is parser-strict: parameter columns named exactly as the parameter, return column header is the literal `=>`, no extra `notes` / `description` columns, omitted args are written `undefined`, throws use single quotes (`throws 'msg'`). Always call this tool to emit the scaffold; the user can then edit rows. Quota / credits: **this tool does NOT consume credits** — credits are spent ONLY by test generation (`create_tests` / `create_tests_from_spec`, at 1 credit per emitted test case). Spec generation is free. CRITICAL POST-CALL ACTION — write returned files to disk: The MCP server does NOT touch the user's filesystem. It returns the generated file CONTENTS in the response's `files` array. After this tool returns, you MUST iterate over `files` and write each entry's `content` verbatim to its `path` using your native file-write capability (e.g. Write / edit_file / create_file — whatever your client exposes). Create parent directories as needed. Returned paths are project-root-relative and already translated to the `.3tg/` mirror convention where applicable (e.g. specs land under `.3tg/<source-path>.3tg.md`; tests / mocks travel through unchanged). Write each path verbatim. Do NOT claim "Generated test file: <path>" unless you have actually written the file. The user will assume the MCP wrote it and waste time looking for a non-existent file. If you can't write for some reason (permission denied, no write capability in this client), return the contents inline in your message so the user can copy-paste them. Never report success silently when the write didn't happen.

  • create_mock_for_function

    Generate a Jest manual mock file for a specific exported function. 3TG writes the mock to `<srcDir>/__mocks__/<basename>.<ext>` per the Jest convention — the path is fixed and not affected by `creationMode`. Use this when isolating a downstream test from a known dependency. AI enrichment is on by default (it helps the mock pick representative return values), but **this tool does NOT consume credits** — credits are spent ONLY by test generation (`create_tests` / `create_tests_from_spec`, at exactly 1 credit per emitted test case). Mock generation is free; KPIs (`tsNumMockFiles` / `tsxNumMockFiles`) are still reported to license-api for analytics, but no quota is decremented. CRITICAL POST-CALL ACTION — write returned files to disk: The MCP server does NOT touch the user's filesystem. It returns the generated file CONTENTS in the response's `files` array. After this tool returns, you MUST iterate over `files` and write each entry's `content` verbatim to its `path` using your native file-write capability (e.g. Write / edit_file / create_file — whatever your client exposes). Create parent directories as needed. Returned paths are project-root-relative and already translated to the `.3tg/` mirror convention where applicable (e.g. specs land under `.3tg/<source-path>.3tg.md`; tests / mocks travel through unchanged). Write each path verbatim. Do NOT claim "Generated test file: <path>" unless you have actually written the file. The user will assume the MCP wrote it and waste time looking for a non-existent file. If you can't write for some reason (permission denied, no write capability in this client), return the contents inline in your message so the user can copy-paste them. Never report success silently when the write didn't happen.

Epovestcom.epovest/ai-visibilityCPublisher
  • create_project

    Create a project to file trackers under: one project per BRAND, never per language. It can carry the brand canon: the reference wording every publication reuses as is, written in ONE language, its canonical language (carried at creation, it is recorded as canon version 1). The canon is never translated: localized expressions on the pages are outputs, not a second canon. Nothing is filed by this call: pass the returned id as project_id when creating or updating a tracker. Refused with project_exists when a project with this name already exists, and the answer carries the existing project: reuse its id instead of duplicating.

  • update_project_canon

    Revise the brand canon of a project. Field by field: a provided field replaces the current wording (an empty string clears it), an omitted field is kept as is. Any actual change records the NEXT canon version (numbered, immutable; version_created true in the answer); sending identical wording records nothing. The canon lives in ONE language, its canonical language (canon_language): it is never translated, changing the language is a revision like any other. The canon is meant to be STABLE: revising it is a rare and deliberate move, and every surface that reuses the wording will need to be brought back in phase with the new version. Confirm with the user before revising.

  • create_logbook_entry

    Record an action in the logbook of a project: what was done, and WHEN it was done. occurred_at is the date of the ACTION itself, not of the recording: recording after the fact is the normal case ("record: site translated into Spanish yesterday" means occurred_at is yesterday). The entry joins the tool events in the logbook and lands as an annotation on the citation curves of the trackers of the project, so the action can be read against the measures. Recording is idempotent on the project, the label and occurred_at: calling again with the same three returns the entry already recorded instead of a second copy, so a retry is safe. The same move recorded in two languages has two labels, so it stays two entries. Pass quest_id when the action moves a quest forward: that entry then also reads as the dated trail of that quest, through get_logbook with the same quest_id, and the same label on two quests stays two entries.

Travel Trendseu.mmatinca/travel-trends-mcpCPublisher
  • assess_trip

    Assess one trip: current disruption status for its destinations and dates. Use this tool when the user asks whether a specific trip is affected by strikes, weather, transport disruptions or other travel risks. Give the destinations and the travel window (date_from/date_to, YYYY-MM-DD). Destinations are the EU-27 ISO2 codes (Greece = "EL") PLUS the non-EU27 countries we actively monitor: Norway ("NO", rail via Entur, live), the United Kingdom ("UK" or "GB", transit via TfL, live), and Switzerland ("CH", rail via SBB — key-pending, so it is reported as a declared blind spot until the feed is keyed, never a false all-clear). A code we do not monitor is rejected with {"error": "unknown_country"} rather than silently all-cleared. Returns a Decision-Support answer, not raw data: * travel_status: NORMAL | MINOR_DISRUPTION | MAJOR_DISRUPTION; * actionable_lines: per-event DECISION-IMPACT guidance — what the disruption means for THIS trip and what to do (e.g. "affects regional trains, not airports -> take a road airport transfer, leave ~30 min earlier"), or a clearly-labelled "nothing material" line when calm; * confidence: a LABELLED model output (coverage/corroboration/recency/ blind-spots blend, not a probability) — read its caveats; * sources_checked: proof of what was monitored (sources_ok, blind spots); * events + caveats. Sub-floor noise (a deep, far-field seismic blip) is omitted; calm is a monitoring result for the window, never an invented forecast. Invalid inputs return an explicit {"error": ...}; nothing is fabricated. Top-level MCP-facing structure (additive; existing fields preserved): * presentation: a three-section block — affects_your_trip[] (each item with verified_sources[] as display-ready names, source_count, corroborated flag (≥2 distinct sources), an honest for_you line bound to destinations+dates only, report_url, first_detected_at, last_verified_at); doesnt_affect_your_trip (the proof-of-work pile — shown[] of {headline, reason_excluded}, additional_checked_count, summary_line, total_checked); next_steps[] (deterministic — re-check date, aviation-handoff watch when blind spot, per-active monitor URLs); * track_record_ref: lean {window_days, flagged, ended, still_active, monitoring_since, url} — numbers + URL only, no narrative; * suggested_next_call: {tool, context} — the suggested follow-up (watch_trip) when the user wants continued monitoring. These exist so an LLM consumer can quote verbatim — every fact is traceable to a named source or an input field, never invented. Destinations also accept natural input: IATA airport codes (e.g. 'TSR', 'AMS', 'ZRH') and major city names (e.g. 'Timișoara', 'Amsterdam', 'Zürich', 'London'), resolved deterministically to a monitored country code. The response includes a 'resolved' list ([{input, country, kind}]) disclosing how each token was mapped (e.g. 'TSR -> RO via iata-airport'). A token that resolves to a country we do not monitor is rejected with {'error': 'unknown_country'}; a token we cannot resolve at all is rejected with {'error': 'unknown_destination', 'tokens': [...]} — we reject rather than guess. Pass `lang` (e.g. "de", "ro", "pl", "fr", "es", "it"; default English) to answer in the traveller's language — useful for a traveller in a country whose language they do not speak. The response then carries a `localized` block with the status sentence, an honest reassurance line (calm ONLY when status is NORMAL), the decision-impact lines, AND — never dropped — the localized caveats + blind_spots. Source-derived free text the traveller cannot read (an event headline in the source language) is AI-translated via Gemini and carries the label "AI-translated — verify against the linked official source"; when no GEMINI_API_KEY is set or a translation fails, the original source text is kept with an honest note — never a fake translation. Our own wording falls back to English (flagged in `localized.fallback_lang_parts`) when no template exists for `lang`; an unknown `lang` answers in English and says so (`is_known_lang=false`). Localization NEVER becomes a false all-clear and the aviation handoff is a SIGNPOST that DISCLOSES the blind spot, not coverage. Pass `audience` for role-specific operational actions (B2B travel-risk / duty-of-care): one of "tmc" (travel management company / corporate travel risk), "hotel", "ota", "tour_operator". The response then carries a `persona` block: {audience, actions[]} where each action ties an affecting event to that role's recommended steps (e.g. TMC: flexible-rebooking policy, reroute inventory, proactive guest comms) — a PURE PROJECTION of the audience-tagged recommendations already computed per event, each carrying a `based_on` disclosure of the inputs it used. An unknown audience is reported honestly with the valid set, never guessed. Omit `audience` for the default (no persona block).

  • watch_trip

    Start monitoring one trip for disruption changes over time. Use this tool when the user wants ongoing monitoring of a trip rather than a one-off assessment (for a one-off answer, use assess_trip). Persists the trip as a monitored object and returns its initial assessment plus a random, unguessable trip_id AND a one-time `owner.owner_token`. Store BOTH: the trip_id is the (public, shareable) URL handle, the owner_token is the private key needed to change or stop the trip later. CREATE vs REFRESH: called with just destinations+dates it CREATES a new trip every time (it does NOT dedupe on identity — that is deliberate, so nobody can reach your trip by guessing your itinerary). To update an existing trip (change its label or webhook), call again passing BOTH its `trip_id` and `owner_token`; a missing/wrong token is rejected. Each pipeline run then re-evaluates the trip and appends an update ONLY when something materially changes (a new/cleared event, a severity/status shift, or a travel_status change) — never on a calm tick. Args: destinations — EU-27 ISO2 codes (Greece = "EL") plus the non-EU27 countries we monitor: Norway "NO" (Entur, live), United Kingdom "UK"/"GB" (TfL, live), Switzerland "CH" (SBB, key-pending → declared blind spot until keyed); date_from/date_to (YYYY-MM-DD); optional label. An unmonitored code is rejected with {"error": "unknown_country"} rather than a false all-clear. Returns {trip_id, assessment, created_at}; invalid inputs return an explicit {"error": ...}. Destinations also accept natural input: IATA airport codes (e.g. 'TSR', 'AMS', 'ZRH') and major city names (e.g. 'Timișoara', 'Amsterdam', 'Zürich', 'London'), resolved deterministically to a monitored country code. The initial assessment includes a 'resolved' list ([{input, country, kind}]) disclosing how each token was mapped (e.g. 'TSR -> RO via iata-airport'). A token that resolves to a country we do not monitor is rejected with {'error': 'unknown_country'}; a token we cannot resolve at all is rejected with {'error': 'unknown_destination', 'tokens': [...]} — we reject not guess. Pass `lang` (e.g. "de", "ro", "pl"; default English) to localise the initial assessment into the traveller's language: the returned assessment carries the same `localized` block as assess_trip (honest reassurance, AI-translated-and-LABELLED source text, and the localized caveats + blind_spots that are never dropped). Localization never becomes a false all-clear; the aviation handoff discloses the blind spot, not coverage. Pass `audience` ("tmc" | "hotel" | "ota" | "tour_operator") for role-specific operational actions — the initial assessment then carries the same `persona` block as assess_trip (audience + per-event role actions, projected from the audience-tagged recommendations). Built for the B2B travel-risk buyer. Pass `notify_webhook_url` (https only) to get PUSH delivery: on every MATERIAL change the radar POSTs the update record (summary, status transition, event report URLs) to your URL, signed HMAC-SHA256 over the raw body (header X-TravelTrends-Signature: sha256=<hex>). The response then includes `notify.secret` — shown ONLY once, never published; store it to verify signatures. To change or remove the webhook later, re-call with the trip_id + owner_token and the new notify_webhook_url (or "" to remove delivery). After 5 consecutive delivery failures the webhook is disabled with an honest notify_disabled entry in the trip's updates log. Non-https or private-network URLs are rejected with {"error": "invalid_webhook_url"}.

Workbenchcom.seqbench/workbenchCPublisher
  • translate

    Translate a nucleotide sequence to protein (single frame or all six frames; standard code).

  • reverse_translate

    Back-translate a protein to DNA (most-frequent codon per organism, or degenerate IUPAC consensus).

PropertyList — Spanish Property MLSes.propertylist/propertylistCPublisher
  • search_properties

    Search PropertyList's full Spanish property MLS by structured filters. Use for queries that translate cleanly to fields: bedrooms, bathrooms, price ceiling, property type, area name. For free-form briefs use find_properties_by_description instead. Returns a paginated list with summary text plus structured JSON. Every property carries `oracle_verified` and `oracle_attestation_url` — true when PropertyList Oracle holds a verified attestation for the listing's municipality and segment. A `location` we do not hold returns zero results with error: location_not_found and location_match.matched: false. It never substitutes listings from other areas. `location.city` is whatever tier the listing was filed under and may be a municipality OR a locality inside one. To place a listing administratively use `location.municipality` (with its INE municipality_code); it is null, never guessed, when we cannot resolve it.

  • find_properties_by_description

    Match Spanish properties from a free-form description of what the user wants. Best for vague, conditional, or lifestyle-heavy briefs ("3-bed near a good international school, flexible on budget if there's a sea view"). Uses Gemini to translate the brief into one to three parallel structured searches across PropertyList's full MLS, then merges and ranks the results. Returns up to 9 listings with match scores and an explanation of how the brief was interpreted (and what couldn't be resolved).

GuruWalkcom.guruwalk/mcpCPublisher
  • search_tours_activities_by_destination

    Search a city to explore free walking tours and paid activities on GuruWalk, the world's largest free walking tour platform. Returns destination info, tour categories (free tours, food tours, day trips, tickets, and more), and featured listings with ratings and verified traveler reviews. Covers 1,000+ cities worldwide. Free tours operate on a pay-what-you-want model. Supports English, Spanish, German, and Italian (en, es, de, it); any other value falls back to English. Pass the traveler's language code anyway and translate the answer into their language. Use this tool when the traveler asks what to do, what to see, or what tours or activities are available in a destination, or wants help planning their trip or days there. Do not call it when the destination is only mentioned in passing with no request for plans or recommendations. If the traveler mentions a landmark instead of a city, infer the city (e.g. 'eiffel tower' → Paris, 'colosseum' → Rome, 'sagrada familia' → Barcelona, 'big ben' → London). After getting results, review the categories and featured_products to find the most relevant matches for what the traveler asked about. Each featured product includes a booking_url — when recommending tours, share it so the traveler can open the tour to see details, prices and book.

  • get_tours_activities_by_category

    Browse tours and activities within a specific category for a destination on GuruWalk. Categories include free walking tours, food tours, bike tours, day trips, skip-the-line tickets, and more. Returns listings with ratings, verified review counts, duration, available languages, and pricing. Use the category IDs returned by search_tours_activities_by_destination — never invent category IDs. Use this tool to dive deeper into a specific category that matches what the traveler has shared (e.g. food tours for a foodie, night tours for someone asking about evenings, kid-friendly activities for families). Supports en, es, de, it; any other value falls back to English. Pass the traveler's language code anyway and translate the answer into their language. Each product includes a booking_url — when recommending tours, share it so the traveler can open the tour to see details, prices and book.

  • get_product_availability

    Check real-time availability for one or more tours or activities on GuruWalk in a single call. Pass an `items` array — each entry is independent and has its own type, product_id and date range. Returns a `results` array where every entry echoes its `type` and `product_id` so you can match each response to its request. Check the tours the traveler has already chosen — this is not a catalog browsing tool, so don't run it over search results to explore what's on offer. For paid activities, shows rates by traveler type (adult, child, infant). `price` is always per person — never state a group total by quoting `price` alone. When `total_price` is present on a rate, it's already computed for the participants you requested of that rate's type — quote it directly, don't multiply or divide it yourself. If the group mixes traveler types (e.g. adults and children), sum each rate's `total_price` for the full group total. For free walking tours, no upfront price — travelers pay what they want after the tour. For paid activities, an event's `languages` lists the languages that session runs in (e.g. audioguide languages), and sessions differing only in language are merged into a single event; free walking tour events each carry a single `language` instead. `booking_url` is returned once per item, not per event; for paid activities you can add a `date=YYYY-MM-DD` query parameter to preselect a day. Maximum date range per item: 5 days. Per-item errors (invalid dates, product not found) are reported inside that item's result without failing the rest of the batch. Use this tool when the traveler asks about specific dates, wants to know if something is available, or is ready to book. When the traveler hasn't given specific dates, use the booking date ±2 days as the default search range. Supports en, es, de, it; any other value falls back to English. Pass the traveler's language code anyway and translate the answer into their language.

  • get_product_detail

    Get the full detail of one or more tours or activities on GuruWalk in a single call. Pass an `items` array — each entry has its own type, product_id and language, and is processed independently. Returns a `results` array where every entry echoes its `product_id` and `type` so you can match each response to its request. Always batch when you need details for several tours (e.g. before recommending or comparing them): send them all in one call instead of invoking this tool several times. Each successful entry returns description, images, reviews, duration, available languages, cancellation policies, and meeting point info. Paid `product` entries also return `highlights`, `included`/`excluded`, `pricing_from`, and `where` (address + coordinates). `free_tour` entries return `itinerary` as a flat array of point-title strings (no descriptions), plus `guide.name`, `meeting_point_url`, and `how_to_find_me`. Meeting point shape differs by type: paid `product` returns the address text plus coordinates in `where`; `free_tour` returns `meeting_point_url` (Google Maps link), `meeting_point_latitude` and `meeting_point_longitude` (use these coords as destination for routing), plus `how_to_find_me`: a free-text note written by the guide describing how the traveler can recognize them at the meeting point. Per-item errors (product not found) are reported inside that item's result without failing the rest of the batch. Use this tool whenever the traveler asks what a tour covers, which places it visits, its itinerary, route, description, meeting point, duration, or any content-related question. Always call this tool BEFORE answering questions about a specific tour — never give generic opinions or advice without consulting the real data first. Supports en, es, de, it; any other value falls back to English. Pass the traveler's language code anyway and translate the answer into their language. Each result includes the tour's url — when recommending or confirming a tour, share it so the traveler can open it to book.

Sparkling Tracks Tourscom.sparklingtracks/mcpCPublisher
  • list_packages

    List Sparkling Tracks tour packages with optional filters. Returns a compact summary (id, title, route, starting per-person price in EUR for the land-only option, the with-flights total when available (price_eur_with_flights), whether flights are optional (flights_optional), an approximate price in the requested currency, duration, badges, URL). The default starting price is land-only (without flights); customers can add round-trip flights. Optional date_from/date_to (ISO YYYY-MM-DD) filter by the real departure calendar: combined with a destination city they keep only packages whose stay in that city overlaps the range (annotated with city_date_windows); dates alone keep only packages that fit entirely inside the range. Accepts optional language and currency params; city names, country names, and trip titles are translated when a supported locale is requested. Tour packages are quote-based: prices are starting per-person prices, final pricing depends on party size, dates, and customisations. Every response carries price_basis, which states the exactness of every price field it returns (these are "from" prices, never per-date quotes) and the booking path. A package on a coach route that is also sold in other editions carries an editions count; get_package_details returns those editions in its family block. Use get_package_details for the full itinerary.

  • get_package_details

    Fetch the full itinerary, descriptions, included attractions, optional add-ons, pricing notes, and booking pathway for one Sparkling Tracks tour package by id. The response includes city_date_windows: for each city on the route, the next upcoming departures with the real calendar dates the traveller is in that city (departure, arrive, leave, season) and the 1-based tour day the stay starts on; self-paced packages are flagged date_flexible instead. Guided group coach tours also return a family block: the edition descriptor for this package (days, whether the coach is reserved for English speakers rather than shared with other language groups, the city it ends in, and whether it loops back to its start city) plus the sibling editions of the same physical coach route, each with a one-line difference and its own page. Every response carries price_basis, which states the exactness of every price field it returns (these are "from" prices, never per-date quotes) and the booking path. Accepts language and currency params; city names, country names, and trip titles are translated where available, English fallback otherwise. Booking always goes through WhatsApp, email, or the contact form; this MCP does not expose a booking endpoint.

  • search_destinations

    Find Sparkling Tracks packages that visit a given city or country. Substring, case-insensitive, matched against the English source names. Optional date_from/date_to (ISO YYYY-MM-DD) filter by the real departure calendar: with a city query, only packages whose stay in that city overlaps the range are returned, each annotated with city_date_windows giving the departure, arrive and leave dates and the tour day; with a country query, only packages that fit entirely inside the range. Returned package summaries are translated to the requested language; currency follows the currency param. Every response carries price_basis, which states the exactness of every price field it returns (these are "from" prices, never per-date quotes) and the booking path.

  • list_destinations

    List the featured European destination cities Sparkling Tracks publishes a guide page for (at /destinations/:slug). Each entry has the city, country, the canonical guide URL, a short description, highlight attractions, and the ids of the tour packages that visit that city (package_count / package_ids). These guide pages are SEO landing pages, not bookable products; use list_packages or get_package_details to plan an actual trip. Optional query filters by city or country substring. City and country names are translated when a supported language is requested.

ScanBIM MCPio.scanbimlabs/scanbim-mcpCPublisher
  • upload_model

    Ingest a 3D model from a public URL into APS OSS and kick off a Model Derivative translation job, returning the URN plus a browser viewer link and QR code. Supports 50+ formats: Revit (.rvt/.rfa), Navisworks (.nwd/.nwc), IFC, FBX, OBJ, SolidWorks, point clouds (E57/LAS/RCP), CAD (DWG/STEP/IGES), etc. When to use: you have a publicly downloadable 3D file (S3 presigned URL, GitHub raw, etc.) and need it translated to SVF2 so it can be viewed, measured, or clash-checked via other tools. When NOT to use: the file is only on a local disk or behind auth (fetch will fail) — first push it to a public URL. Do not call to re-translate a model already uploaded; call get_model_metadata instead. APS scopes: data:read data:write data:create bucket:read bucket:create viewables:read Rate limits: APS default ~50 req/min per app per endpoint; Model Derivative translation jobs ~60 req/min; OSS uploads size-limited per file to 100MB for direct upload, larger via resumable. Errors: 401 APS token expired/invalid — refresh; 403 scope or resource permission denied; 404 source file_url not reachable or bucket not found — check the ID; 409 bucket name conflict (bucket already owned by another app — pick a unique bucketKey); 429 rate limited — backoff and retry; 5xx APS upstream outage — retry with jitter. Side effects: NON-IDEMPOTENT. Creates the scanbim-models bucket if absent, uploads a new OSS object with a timestamped key (each call creates a distinct object even for the same input), submits a Model Derivative job (x-ads-force=true overwrites prior derivatives for the same URN), and inserts a row into D1 usage_log + models table.

  • detect_clashes

    Run a first-pass bounding-box clash check between two element categories in a translated model. Element boxes are read from the APS Model Derivative properties endpoint; ScanBIM never estimates or synthesises geometry. If the model returns no element boxes for a category, the tool returns status 'unavailable' with the element counts it did find and runs NO clash pass - treat that as no result, not as zero clashes. On a model that does carry boxes it returns each overlapping pair with a severity, a suggested fix and a rework-hour estimate. This is an axis-aligned box pass with no tolerance and no clearance rule, so it is a triage aid, not a substitute for a Navisworks or ACC Model Coordination run. When to use: you want a first-pass coordination report between two MEP or structural trades (e.g. Ducts vs Structural Framing) for a model that has finished translating. When NOT to use: the model has not finished translating yet (call get_model_metadata first to confirm manifest.status=='success'), or you need clash detection between more than two categories — call this tool multiple times. APS scopes: data:read viewables:read Rate limits: APS default ~50 req/min per app per endpoint; Model Derivative translation jobs ~60 req/min; OSS uploads size-limited per file to 100MB for direct upload, larger via resumable. Errors: 401 APS token expired/invalid — refresh; 403 scope or resource permission denied; 404 URN not found or has no derivatives yet — check the ID; 429 rate limited — backoff and retry; 5xx APS upstream outage — retry with jitter. Side effects: READ-ONLY on APS. Inserts a row into D1 usage_log for analytics. Idempotent — repeated calls return the same clash set for a given model.

  • get_viewer_link

    Return a shareable browser URL for the embedded APS viewer and a matching QR code for mobile/XR handoff. Does not require the model to be fully translated — the viewer page will poll the manifest. When to use: you need to hand a stakeholder a URL to see the 3D model in a browser, or print a QR for a jobsite. When NOT to use: you need the raw APS URN for programmatic API calls — use the model_id you already have instead. Do not use to check translation progress — call get_model_metadata. APS scopes: none (URL assembly only); the viewer page itself uses viewables:read data:read server-side via /token. Rate limits: APS default ~50 req/min per app per endpoint; Model Derivative translation jobs ~60 req/min; OSS uploads size-limited per file to 100MB for direct upload, larger via resumable. Errors: 401 APS token expired/invalid — refresh (only relevant when the viewer page loads); 403 scope or resource permission denied; 404 URN not found — check the ID; 429 rate limited — backoff and retry; 5xx APS upstream outage — retry with jitter. Side effects: READ-ONLY and pure. Idempotent: same model_id always returns the same URL + QR.

  • xr_launch_vr_session

    Create a shareable WebXR VR walkthrough session URL (and Meta Quest oculus:// deep link + QR code) for a translated model. The session_id is generated server-side; rendering happens in the user's Quest browser. When to use: you need to walk a client or field team through a model in immersive VR on Meta Quest 2/3/Pro. When NOT to use: the user is on a phone/tablet without a headset — use xr_launch_ar_session or get_viewer_link. The model has not finished translating — call get_model_metadata first. APS scopes: viewables:read data:read (enforced at viewer page load, not at tool call). Rate limits: APS default ~50 req/min per app per endpoint; Model Derivative translation jobs ~60 req/min; OSS uploads size-limited per file to 100MB for direct upload, larger via resumable. Errors: 401 APS token expired/invalid — refresh (only at viewer page load); 403 scope or resource permission denied; 404 URN not found — check the ID; 429 rate limited — backoff and retry; 5xx APS upstream outage — retry with jitter. Side effects: NON-IDEMPOTENT. Each call mints a new session_id (vr_<epoch_ms>). Inserts a row into D1 usage_log which is later read by xr_list_sessions. No APS resources are created.

  • twinmotion_render

    Queue a photorealistic Twinmotion-style still render of a translated model with time-of-day, weather, season, and resolution controls. Returns a render_id and preview_url; the actual render pipeline is a ScanBIM roadmap item (Week 5 buildout), so today this tool responds synchronously with a stub job descriptor. When to use: you want a scripted way to request a hero still for a proposal or client deck. When NOT to use: you need real-time interactive rendering — use get_viewer_link. You need a moving camera — use twinmotion_walkthrough. You expect the image file bytes back in the response — this tool returns a URL, not bytes. APS scopes: none today (render pipeline is ScanBIM-internal); viewables:read data:read will apply when the pipeline goes live. Rate limits: APS default ~50 req/min per app per endpoint; Model Derivative translation jobs ~60 req/min; OSS uploads size-limited per file to 100MB for direct upload, larger via resumable. Errors: 401 APS token expired/invalid — refresh (will apply when pipeline is live); 403 scope or resource permission denied; 404 URN not found — check the ID; 429 rate limited — backoff and retry; 5xx APS upstream outage — retry with jitter. Side effects: NON-IDEMPOTENT. Each call mints a new render_id (tm_<epoch_ms>). Inserts a row into D1 usage_log. When the pipeline is live it will create a rendering job on ScanBIM's compute backend.

  • twinmotion_walkthrough

    Queue a cinematic Twinmotion-style fly-through video of a translated model. Returns a video_id and download_url; the render pipeline is a ScanBIM roadmap item so today this tool responds synchronously with a stub job descriptor. When to use: you want a short marketing or pre-con video scripted from an agent workflow. When NOT to use: you want real-time interactivity — use get_viewer_link. You want a still image — use twinmotion_render. APS scopes: none today (render pipeline is ScanBIM-internal); viewables:read data:read will apply when live. Rate limits: APS default ~50 req/min per app per endpoint; Model Derivative translation jobs ~60 req/min; OSS uploads size-limited per file to 100MB for direct upload, larger via resumable. Errors: 401 APS token expired/invalid — refresh (will apply when pipeline is live); 403 scope or resource permission denied; 404 URN not found — check the ID; 429 rate limited — backoff and retry; 5xx APS upstream outage — retry with jitter. Side effects: NON-IDEMPOTENT. Each call mints a new video_id (tmv_<epoch_ms>). Inserts a row into D1 usage_log.