"Information on Vision Pro" matching MCP tools:

• get_accountA

  SirenA

  Get the connected Siren workspace: plan, key scopes, auto-post setting, and daily limit. Call this first to learn what the account can do before generating. Empty asset_types / channels / connected_accounts lists mean UNRESTRICTED, not missing — never stop on them. Film renders need plan pro or above (empire/scale/pro).

  ConnectorOAuth

• update_companyA

  freedom-mcpB

  Update company profile. Can set mission, vision, elevator pitch, logo, website, or other details — and runtime_mode, which decides whether this company's roles run on the operator's own bots ("host") or on FreedomOS's own schedule ("fo"). Does not archive or unarchive — use set_company_lifecycle for operator lifecycle (active | archived). [sensitive-tier — company managers (executive/gm) run this without a card. Other members ask once; a from-now-on approval makes future calls seamless. Connecting a connector still needs the OAuth/connect card (request≠grant). Call it on the first clear ask — do not re-ask in chat.]

  Connector

  Destructive

  No auth

• dataset.searchA

  FlexOrch MCPA

  Search across all indexed FlexOrch datasets by keyword or meaning. Use this to find specific documents or records without processing a new file. Requires at least one dataset to exist. Structured search works on all plans. Semantic and hybrid modes require a Pro plan — a clear upgrade message is returned if the plan is insufficient. mode='auto' picks structured on free plans, hybrid on Pro+. Args: query: Search query — natural language or keyword. Max 1000 characters. top_k: Number of results to return. Default: 5, max: 50. mode: Search strategy — auto (default), structured, semantic, hybrid. semantic and hybrid require Pro plan. document_type: Filter to a specific document type, e.g. invoice (optional). language: Filter by document language, ISO 639-1 code, e.g. en, de, tr (optional). quality_grade: Filter by quality grade: A, B, C, or D (optional).

  ConnectorNo auth

• enable_auto_replyA

  KlyfA

  Start turning on auto-reply (Klyf posting the YouTube comment replies the user approves on their own channel). Call this when the user asks to enable or turn on auto-reply, asks how to let Klyf post replies for them, OR asks Klyf to reply to / respond to / answer their comments for them or to 'do it for me'. It handles the plan and permission automatically: returns the upgrade link if they are not Pro, the one-time permission link if they are Pro but have not granted it, or confirms it is already on. Prefer this over posting when the user has not yet enabled auto-reply.

  ConnectorOAuth

• get_featuresA

  FactorWeaveA

  Get factor row for a ticker. With no date arg, returns the most recent row. With date / start_date / end_date, returns the historical row(s) — useful for honest analogue-backtests (querying a setup as it was on a specific historical date, not as it looks today). History is the last 252 trading days. Stock/ETF = FREE+; futures = PRO+ (adds Open Interest features). PRO+ subscribers automatically get intraday-derived columns (overnight_ret, intraday_ret, or_high_30, or_low_30, or_breakout_pct, vwap, vwap_dev_close, intraday_rv, late_drift) on the stock row.

  ConnectorNo auth

• trace_from_imageA

  kernelcadA

  Use this when you need to trace features from a reference photo into waypoints. Trace pixel-space features from a reference photo into normalized [0..1] waypoints the agent can map to mm via a known scale anchor and feed to path().spline / path().nurbsSegment. Three backends are dispatched behind the scenes: `opencv` (deterministic; uniform-bg silhouette only), `vision-llm` (Claude vision; named points/cluttered backgrounds; caller-supplied ANTHROPIC_API_KEY), and `hybrid` (opencv silhouette + LLM-labeled named points). Default backend is `auto` — the tool picks based on the image's corner-color stddev. Accuracy honesty: opencv contour is geometrically exact; vision-LLM is typically 5–10% off on dense landmarks. Per-feature `confidence` is reported. Caller pays for any vision-LLM API spend via their own ANTHROPIC_API_KEY. Pair with the `kernelcad-trace-from-image` skill for the conversion-to-mm pipeline.

  ConnectorNo auth

• arena_get_strategy_insightsA

  Backtesting ArenaA

  Which strategy and interval combinations actually performed? Aggregated backtest performance per (strategy × interval) cell. If `strategy` AND `interval` provided, returns detail with per-asset breakdown + param variants. Otherwise returns the matrix. Free tier is limited to the same strategies that are free in the backtester itself (rsi_sma, golden_cross, rsi_ob_os, bnh_fixed, dca_reference); the response then carries `plan_capped: true` plus `plan_cap_note`, so a short matrix is never mistaken for a thin database. Detail mode on a Pro-only strategy returns 403 rather than a silently empty answer. API Pro and Power receive every cell. [Free: 5 strategies / Pro+: full]

  ConnectorNo auth

• list_projectsA

  NovenceA

  List hosting projects the caller owns or is invited to (ids, names, suffixes). Use get_project for one project's settings; use get_preview_url for the public URL (per-deploy alias on Pro/Scale, live host on Free). Read-only; does not create a project.

  ConnectorNo auth

• get_product_visionA

  KeelenA

  Read a project's current product vision (what the product is for). READ THIS BEFORE YOU CALL `set_product_vision`: the setter REPLACES the whole document rather than appending to it, so writing without reading first silently discards whatever the user already recorded. To add a line, read the current text, edit it, and set the full result back. Returns {project_id, product_vision_md, updated_at}. `product_vision_md` is None when no vision has been set. Tenant-scoped: a project not in the caller's workspace 404s.

  ConnectorNo auth

• brave_local_searchA

  braveA

  Brave Local Search API returns enriched information (address, phone, hours, rating) for location-search results. Access requires the Brave Search API Pro plan; currently US-only. Two-step flow: first call `brave_web_search` with `result_filter=locations` to obtain `locations.results[].id`, then pass them here. NOTE: This tool takes location IDs from a prior web-search response; if you have a free-text query, call `brave_web_search` first.

  ConnectorOAuth

• glyph_searchA

  FillinA

  Same as fillin_query, but returns the result pieces rendered as **photo glyph** image(s) — dense, vision-readable pages — followed by a JSON citation index ({n, source, url, title, published_at, page}). Requires $0.01–$0.05 USDC (x402) or an Authorization Bearer trial/paid key. On payment_required, call fillin_probe then fillin_signup (POST /v1/signup) for a free 20-query trial, or fillin_payment_challenge then retry with X-Payer-Address, X-Payer-Nonce, X-Payer-Signature (or Bearer). POST /v1/probe for 1 free taste/IP/day. Read the image(s) directly with your vision capability; use the citation index to attribute or follow up. Glyphs are for comprehension and fact-extraction, not verbatim quotes (vision models paraphrase) — open the url for exact text. Billed at the flat /query rate; rendering is free.

  ConnectorNo auth

• infer_aircraft_specsA

  WindsockA

  Extract aircraft specs — AFTT, SMOH (engine 1, and engine 2 for twins), prop time, year, and interior/exterior quality (1–10), plus avionics mentioned — from observable page content: visible text and/or image URLs (a listing's own photos, or data: URLs). Uses the vision/LLM "autopilot inference" behind on-site valuation pre-fill. Anchor with registration or make_model_id to pull make/model + year from the FAA registry; set impute=true to fill gaps with the imputation model. Returns specs, per-field sources, and a ready-to-POST report_input for create_valuation_report. Requires Windsock PRO or Enterprise.

  ConnectorAPI key

• analyze_imageA

  sheetsdata-mcpA

  Analyze an image from a component's datasheet using vision AI. Use this when read_datasheet returns a section containing images and you need to extract data from a graph, package drawing, pin diagram, or circuit schematic. Pass the image_key from the read_datasheet response (the storage path in the image URL). Optionally pass a specific question to focus the analysis. IMPORTANT: For precise numeric values (electrical specs, max ratings), prefer read_datasheet text tables first — they are more reliable than vision-extracted graph data. Use analyze_image for visual information not available in text: package dimensions from drawings, pin assignments from diagrams, graph trends, and approximate values from characteristic curves. Examples: - analyze_image(part_number='IRFZ44N', image_key='images/abc123.png') -> classifies and describes the image - analyze_image(part_number='IRFZ44N', image_key='images/abc123.png', question='What is the drain current at Vgs=5V?')

  ConnectorNo auth

• get_projectA

  NovenceA

  Return one hosting project (name, suffix, settings, membership). Use list_projects to discover IDs. Use get_preview_url for the public URL (alias on Pro/Scale), and get_project_usage for quotas on that site. Read-only; does not mutate.

  ConnectorNo auth

• get_pricingA

  transcriptionA

  Get Scriptivox pricing information including subscription plans (Free, Pro, Team) and API pay-as-you-go rates. Includes signup URLs. No API key required.

  ConnectorNo auth

• license_activateA

  petty-cashA

  Turn Pro on for this connection with key, an MCPL1.<payload>.<signature> issued at checkout for this server or the bundle. Data under your token stays; a wrong or expired key changes nothing. license_status confirms it.

  ConnectorNo auth

• license_activateA

  change-orderA

  Turn Pro on for this connection with key, an MCPL1.<payload>.<signature> issued at checkout for this server or the bundle. Data under your token stays; a wrong or expired key changes nothing. license_status confirms it.

  ConnectorNo auth

• license_activateA

  excel-spreadsheet-xlsx-csvA

  Turn Pro on for this connection with key, an MCPL1.<payload>.<signature> issued at checkout for this server or the bundle. Data under your token stays; a wrong or expired key changes nothing. license_status confirms it.

  ConnectorNo auth

• license_activateA

  work-orderA

  Turn Pro on for this connection with key, an MCPL1.<payload>.<signature> issued at checkout for this server or the bundle. Data under your token stays; a wrong or expired key changes nothing. license_status confirms it.

  ConnectorNo auth

• license_activateA

  amortizationA

  Turn Pro on for this connection with key, an MCPL1.<payload>.<signature> issued at checkout for this server or the bundle. Data under your token stays; a wrong or expired key changes nothing. license_status confirms it.

  ConnectorNo auth

• license_activateA

  timezone-world-clock-meeting-slots-overlap-icsA

  Turn Pro on for this connection with key, an MCPL1.<payload>.<signature> issued at checkout for this server or the bundle. Data under your token stays; a wrong or expired key changes nothing. license_status confirms it.

  ConnectorNo auth