"Methods to Communicate with AI Platforms: Litellm, GroqAI, and OpenAI" matching MCP tools:

• buy_credits

  VARRD — Statistically Validated Trading Edges + AI Research Engine

  Buy credits for the edge library and AI research. Default $5 minimum. Free — no credits consumed to call this. TWO PAYMENT METHODS: card (default): Returns a Stripe Checkout link for your user to click and pay. After payment, call check_balance to confirm credits were added. crypto: USDC on Base. Fully autonomous — no human needed. Three steps: 1. buy_credits(payment_method='crypto') → returns deposit address + payment_intent_id 2. Send USDC to the deposit address (use your wallet tool) 3. buy_credits(payment_intent_id='pi_...') → confirms payment, credits added instantly If you have wallet access, this is the fastest path — fully machine-to-machine.

  Connector

• delete_openai_ads_object

  Hermoso

  Retire a ChatGPT Ads campaign, ad group or ad. THE OPENAI ADVERTISER API HAS NO DELETE — archiving is its only teardown, and OpenAI’s own guidance is "only archive objects you have no further use for, as archiving isn’t reversible": there is no un-archive, not even through support. So say ARCHIVED, never "deleted". Pass level:"campaign" + campaignId, level:"adGroup" + adGroupId, or level:"ad" + adId. CALL IT WITHOUT confirm FIRST — nothing is archived and you get the object’s real name, status and child count read live from OpenAI; show the user exactly that. A target with children or live delivery additionally needs confirmName (its exact name) and confirmChildren (the count from that read-back). PAUSING stops all spend and keeps the object editable — offer that first whenever the user only wants delivery to stop. Archiving a campaign is not documented to cascade, so archive the children yourself if they should stop too. The result is READ BACK: it says archived only when OpenAI reports the archived status.

  Connector

• federation_catalog_platforms

  ComOS Federation Gateway

  Browse the ComOS network's composable platforms as a recursive catalog. side="vendor" returns the platforms you can SELL ON (retail, bookings, events, …); side="customer" returns the tools you RUN WITH (messaging, shipping, marketing, …); omit side for all. parent="<key>" descends into a platform's sub-catalog — e.g. parent="messaging" returns its channels (email, sms, dm). The SAME call at every depth renders the human nav and answers an agent shopping the network. Each entry carries label, posture (side), availability, what it replaces, and a tagline. Pairs with federation_catalog_agents: platforms are what you become; agents are the operators you hire to run them (agent=<slug> reports which platform an agent composes into).

  Connector

• get_available_models

  Gonka Second Opinion (multi-model)

  List all AI models available on Gonka Network with live pricing. Models work as drop-in replacements for OpenAI and Anthropic — same SDK, same API calls. Use this when user asks which model to use or wants alternatives to GPT-4o / Claude. Returns: model IDs (use directly in openai.chat.completions.create), status, USD per 1M tokens. After this: call calculate_savings() to see annual savings with these models.

  Connector

• search_news

  Analytics Legends — SAP Analytics Intelligence

  Search the Analytics Legends market-news corpus. It is watched FOR SAP analytics (Datasphere, Business Data Cloud, SAC, BW/4HANA, Databricks, the 2027/2030 maintenance window), but it is NOT an all-SAP corpus: measured 2026-07-30, ~84 % of active rows sit in the `AI` category and are general enterprise-AI trade press (cloud platforms, model releases, funding rounds) with no SAP content at all. An UNFILTERED call therefore returns mostly non-SAP items — pass `query` or `category` when the question is about SAP, and never present an unfiltered page as 'the SAP analytics news'. Say what you actually got. Each item returns the Analytics Legends citation URL AND the upstream publisher's source_url — cite both, and prefer source_url when you need a page that certainly carries the item.

  Connector

• scaffold_service

  @imqueue

  READ-ONLY: returns generated source code as text and writes nothing to disk, creates no project and runs no command. Generates an idiomatic @imqueue/rpc service (an IMQService subclass with @expose()d, JSDoc-typed methods) plus a bootstrap that starts it. Provide the methods you want, or omit them for a starter template. Any non-primitive parameter or return type also gets a types.ts with the required @classType()/@property() declarations — without those the generated client types it `any`, which compiles. Use create_service (local install only) if you want files actually written.

  Connector

• get_agent_registry

  DC Hub — Data Center & Power Intelligence

  Curated roster of the AI platforms + agent frameworks in the DC Hub agent ecosystem — each with its recommended DC Hub tools and authentication tier. Recognized MCP clients include Claude and Cursor, with Cline, Continue and other agents surfaced as they are integrated. Use it to see which platforms DC Hub supports and how to connect them. Try: get_agent_registry. NOTE: this is a curated ecosystem/capability index, NOT live per-caller call/citation telemetry. Do NOT use for platform uptime / backup health (use get_backup_status).

  Connector

• get_billing_portal

  BorealHost

  Get a Stripe billing portal URL for managing payment methods and invoices. Returns a URL (not a redirect) that the human can open in a browser. Requires: API key with read scope. Args: flow: Optional. Set to "payment_method_update" to go directly to the payment method update page. Returns: {"url": "https://billing.stripe.com/p/session/..."}

  Connector

• get_facets

  Besot: Musician Fashion Resale

  Return the values that actually exist in the catalogue for filtering a search: sizes, conditions, source platforms, artists, designers, and the price range. Use this before search_pieces when you want to build a precise query from real values rather than guesses. For example, to check which sizes of a garment are genuinely listed right now, or which platforms currently carry a given collection.

  Connector

• glim_detect_ai

  glim.sh

  Detect AI-generated text. Scores any text for AI-authorship likelihood and returns an overall verdict (AI / human / mixed) with confidence, the AI/human/AI-assisted fractions, and a segment-by-segment breakdown showing exactly which parts read as AI-written. Use it to verify whether content (comments, articles, profiles) is AI-generated, or to check text before publishing to see which segments would trip AI detectors - revise the flagged segments and re-check. tier='premium' uses the most accurate detection class, additionally flags humanized text (AI output run through paraphrasing/'humanizer' tools), and is substantially more robust to evasion, at ~10x the price of 'standard'. Cost scales with text length: ~$0.06 per 1,000 words standard, ~$0.60 premium; minimum $0.06. Texts under ~100 words are automatically analyzed with the premium class at the standard price.

  Connector

• get_pricing

  Gonka Second Opinion (multi-model)

  Get live Gonka Network pricing — cheap alternative to OpenAI and Anthropic APIs. Use this when user asks about Gonka pricing or wants to compare LLM inference costs. Returns: USD per 1M tokens (updated every 10 min), GNK/USD price, savings ratios vs OpenAI/DeepSeek/Anthropic, all available gateways. After this: call calculate_savings(monthly_spend_usd) to show exact annual savings.

  Connector

• hyperscaler_deals

  DC Hub — Data Center Intelligence MCP Server

  Hyperscaler AI Deal Tracker — live feed of Stargate, OpenAI, Anthropic, Microsoft, Oracle, CoreWeave, AMD, NVIDIA, sovereign-AI deals. Pulls from dchub news pipeline, extracts $-figures + MW via regex, classifies by actor. 10-min refresh. Use for tracking AI capex events ($1B+/week typical), capacity announcements, and competitive intel. Do NOT use for the full historical M&A comp set (use list_transactions) or a single-deal teardown with grid context (use deal_autopsy); this is the live $1B+ AI-capex feed.

  Connector

• mio_ai_melody_to_music

  MiOffice — AI-Powered Workspace Studio

  AI Melody to Music — Upload a clean single-instrument recording and AI generates instrumental music in your style. No vocals — for songs with vocals, see AI Hum to Song or AI Song Generator.. AI Studio run — dispatches to our AI workers (Modal). Credits per run vary by model and file size. Day Pass and welcome credits do not include AI Studio. Files are deleted after processing; auditable at mioffice.ai/account/tasks (retention details at mioffice.ai/privacy). All three credit-based workspaces unlock with the same one-time credit pack — there is no per-workspace subscription. See mioffice.ai/pricing for current plans.

  Connector

• get_services

  Andrii Co. Notary & Apostille Assistant

  The full service catalog (Washington State notary & apostille) with prices and the accepted payment options. Optional — the server instructions already summarize the flow; call this when the customer asks about services or payment methods.

  Connector

• search_journalism

  CamFeed Journalism Archive

  Use this for advanced searches of Cameron Wilson's public archive when source, content type, date filters, transcript matching, or matched snippets are needed. Query is optional; pass only filters to enumerate. Prefer search and fetch for OpenAI knowledge retrieval.

  Connector

• list_payment_methods

  agentcard

  List the saved payment methods (used only to pay for flight bookings, not for cards or adding funds). Returns each method with its id, brand, last 4 digits, and expiry, and marks the default one. Use setup_payment_method to add a new one. The gated tools set_default_payment_method and remove_payment_method also exist; call them by name even though they aren't in the tools list.

  Connector

• run_panel_study

  Minds: Synthetic Market Research Panels

  **Call this tool only after the user explicitly confirms the exact draft revision returned by plan_panel_study.** This is the execution boundary. Never infer confirmation from silence, from the original request, or from your own suggested answer. If the user changes intent, source, questions, methods, or outputs, revise the draft with plan_panel_study first. Set advancedMethodOptIn only when the user explicitly chose the advanced method. The server reloads the stored draft, marks required capabilities reviewed, validates method versions/runners/configuration, and refuses unavailable methods. Treat list_research_methods and server validation as the availability authority; execute only methods reported with executable:true.

  Connector

• check_model_status

  DepFeed

  Returns whether an AI model_id (Anthropic, OpenAI, or Google) is active, deprecated, or retired - use this before hardcoding or recommending a model_id in code, e.g. when a project pins a specific Anthropic/OpenAI/Google model string that might be old. On 'deprecated' or 'retired', the response includes recommended_successor and the vendor's own source_url for the sunset date - use those instead of picking a replacement from training knowledge, which can't know about a deprecation announced after training. An unlisted model_id returns NotCovered: that means it isn't in DepFeed's curated tracking list, not that it's confirmed still active - trust the NotCovered response instead of assuming either way from training knowledge.

  Connector

• federation_catalog_platforms

  ComOS Federation

  Browse the ComOS network's composable platforms as a recursive catalog. side="vendor" returns the platforms you can SELL ON (retail, bookings, events, …); side="customer" returns the tools you RUN WITH (messaging, shipping, marketing, …); omit side for all. parent="<key>" descends into a platform's sub-catalog — e.g. parent="messaging" returns its channels (email, sms, dm). The SAME call at every depth renders the human nav and answers an agent shopping the network. Each entry carries label, posture (side), availability, what it replaces, and a tagline. Pairs with federation_catalog_agents: platforms are what you become; agents are the operators you hire to run them (agent=<slug> reports which platform an agent composes into).

  Connector

• get_agent_registry

  DC Hub — Data Center Intelligence MCP Server

  Curated roster of the AI platforms + agent frameworks in the DC Hub agent ecosystem — each with its recommended DC Hub tools and authentication tier. Recognized MCP clients include Claude and Cursor, with Cline, Continue and other agents surfaced as they are integrated. Use it to see which platforms DC Hub supports and how to connect them. Try: get_agent_registry. NOTE: this is a curated ecosystem/capability index, NOT live per-caller call/citation telemetry. Do NOT use for platform uptime / backup health (use get_backup_status).

  Connector