"reference" matching MCP tools:

• run_showcase

  DiscreteRate

  LIVE EXPERIMENT — run a DRS demo against the real engine with parameters you choose, and get its verbatim run envelope (metadata, execution stats, metrics, details). This is the only tool that COMPUTES fresh output: pick a demo_id and dial its knobs (e.g. `stop_time` run length, or the MTBF/MTTR/goal knobs on the plant demos) to see the real numbers for that exact configuration. IMPORTANT: a run_showcase result is NOT a verified reference number — unlike the run_* tools (run_fast_slow_drain / run_hamburger_duo / run_valdez_tanker / run_vegetable_plant / run_chocolate_processing), which return curated, canonical reference values. Present run_showcase output as a live experiment result for the parameters passed; don't blend it with the curated reference numbers. Quote any figures verbatim; do not round, average, or derive.

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• task

  Fast.io

  Task lists and tasks in workspaces/shares with statuses, priorities, assignees, dependencies, bulk ops. Call action='describe' for the full action/param reference. Destructive: delete-list, delete-task.

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• invitation

  Fast.io

  Workspace/share invitations: list, filter by state, update, revoke. Call action='describe' for the full action/param reference. Destructive: delete.

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• roamzy_country_detail

  mcp-server

  Reference info: the per-MB rate for a specific country. Call ONLY if the user explicitly asks about price for their destination (e.g. «how much in Japan?»). DO NOT call this during purchase — the user does not need to pick a country to buy. The eSIM works in all 192; rates are reference info, not a purchase gate.

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• get_my_active_references

  switch

  Read the user's active reference strip in Switch Studio — the typed slots (face, body, outfit, scenery, product, general) the user fills with reference images before generating. Returns the count, per-type breakdown, and the refs themselves with their type labels and URLs. Call this BEFORE generate_image whenever the user says "use my refs", "use my reference images", references images they prepared in Studio, or wants to generate from a scene they already laid out. The strip is the bridge: pictures the user drops into Studio land here, and Studio's own generations read from here. Pass the returned URLs into generate_image's reference_image_urls so the same refs anchor the result.

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• todo

  Fast.io

  Todo checklists scoped to workspaces and shares: list, create, update, toggle, delete, bulk-toggle, filter, summary. Call action='describe' for the full action/param reference. Destructive: delete.

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• get_result

  Taste

  Check the status of a previously submitted request. Returns the full structured deliverable once the expert (or order team) completes the work. Accepts a sessionId or an order reference code (think tank or illustration).

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• gas_timing

  PreFlyte — DeFi Financial Intelligence for AI Agents

  Tell agents whether now is a good or bad time to transact, based on historical gas patterns. Compares current gas to 24-hour and 7-day averages, identifies the cheapest hours of the day, and estimates reference transaction costs. Args: api_key: Your PreFlyte API key (required). chain: Chain name — "ethereum" or "arbitrum". Returns: Dictionary with current gas, 24h/7d context, timing assessment with cheapest hours, and reference transaction costs in USD.

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• strale_methodology

  Strale - 290+ API capabilities for AI agents

  Returns Strale's trust methodology as a short reference document — covers test cadence, audit-trail integrity, and provenance. No API key required.

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• get_generator_guide

  trident

  Returns LLM-optimized instructions for generating Trident diagrams, including quick reference, critical rules (especially Y-axis!), spacing guidelines, common patterns, color conventions, and error prevention checklist. Use this before generating any Trident diagram.

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• render_diagram

  Diagrams MCP

  Render a mingrammer/diagrams Python snippet to PNG and return the image. The code must be a complete Python script using `from diagrams import ...` imports and a `with Diagram(...)` context manager block. Use search_nodes to verify node names and get correct import paths before writing code. Read the diagrams://reference/diagram, diagrams://reference/edge, and diagrams://reference/cluster resources for constructor options and usage examples. Args: code: Full Python code using the diagrams library. filename: Output filename without extension. format: Output format — ``"png"`` (default), ``"svg"``, or ``"pdf"``. download_link: If True, return a temporary download URL path (/images/{token}) that expires after 15 minutes; if False, return inline image bytes. Defaults to True (URL) — set ``DIAGRAMS_INLINE_DEFAULT=true`` on the server to flip the default. SVG/PDF and PNGs larger than the inline limit always use a download link.

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• user

  Fast.io

  User profile, contacts, invitations, assets, and personal AI instructions. Call action='describe' for the full action/param reference. Destructive: close.

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• get_trident_spec

  trident

  Returns the complete Trident 2D specification including grammar, syntax rules, coordinate system, containers, nodes, connections, shapes, and icon reference. Use this when you need deep understanding of the Trident DSL.

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• references_count

  Opencitations

  "How many references does paper [DOI] have" / "how big is the bibliography of [paper]" — outgoing reference count for a DOI. Fast version of `references` when you only need the number.

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• archive_search

  Colour Memory

  Full-text keyword search across all archive colour names and notes. Find colours by name fragment, material, cultural reference, pigment type, or historical period. Complements conceptual embedding search with exact keyword matching.

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• list_skills

  OpenAccountants

  List all published OpenAccountants skills with their quality tier and verification status. Optionally filter by jurisdiction (e.g. 'US', 'MT', 'DE', 'GB'), domain (the accounting area, e.g. 'vat-gst', 'payroll', 'income-tax'), or role ('foundation' | 'compute' | 'orchestrator' | 'reference').

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• paragraphs.get

  Urantia Papers

  Look up a specific paragraph by reference. Supports three formats: globalId ("1:2.0.1"), standardReferenceId ("2:0.1"), or paperSectionParagraphId ("2.0.1"). The format is auto-detected.

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• forget_memory

  XMemo

  Delete a memory (recoverable) by exact reference, when the user explicitly asks to remove or hide it. Use forget or delete_current_memory for permanent deletion.

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• approval

  Fast.io

  Approval workflow: list, create, resolve (approve/reject), update, delete on workspaces/shares. Call action='describe' for the full action/param reference. Destructive: delete, bulk-delete.

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• load_skill_reference

  Heista

  Load one reference file from a register-type skill's references/ folder (e.g. "m1-narrative.md" from "shared.registers.cinema-mode"). Only register-type skills have references/ — foundations and methodologies are inline content only. Find valid reference filenames in the parent SKILL.md's router table. Path-traversal protected. Free, read-only.

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