"An exploration of deep search technologies or methods" matching MCP tools:

• searchA

  UseMyContext.aiA

  Search the user's files by filename and return matching documents in the deep-research result shape. ALIAS: this is the SAME search as search_files (same data, same permissions) - use it when your client requires the id/title/url search contract (ChatGPT deep research); otherwise prefer search_files for richer file metadata. Each result's id can be passed to fetch (or get_file) to read that document. Read-only; nothing is written, so it is safe to call.

  ConnectorNo auth

• microsoft_docs_fetchA

  Microsoft Learn MCPA

  Fetch and convert a Microsoft Learn documentation webpage to markdown format. This tool retrieves the latest complete content of Microsoft documentation webpages including Azure, .NET, Microsoft 365, and other Microsoft technologies. ## When to Use This Tool - When search results provide incomplete information or truncated content - When you need complete step-by-step procedures or tutorials - When you need troubleshooting sections, prerequisites, or detailed explanations - When search results reference a specific page that seems highly relevant - For comprehensive guides that require full context ## Usage Pattern Use this tool AFTER microsoft_docs_search when you identify specific high-value pages that need complete content. The search tool gives you an overview; this tool gives you the complete picture. ## URL Requirements - The URL must be a valid HTML documentation webpage from the microsoft.com domain - Binary files (PDF, DOCX, images, etc.) are not supported ## Output Format markdown with headings, code blocks, tables, and links preserved.

  ConnectorNo auth

• scaffold_serviceA

  @imqueueA

  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.

  ConnectorNo auth

• preview_exploration_mapA

  ExplorationMapsA

  Create a branded mineral exploration map from public registry claims and return a shareable URL. Provide at least one of search, location or claim_numbers. For a specific project, search its claims first and pass exact claim_numbers. Supply published facts and branding when known; never invent ownership, targets, grades or coordinates. Supports separate neighbouring claims, a project callout, locator inset, and map basemap selection. Drill and NI 43-101 layouts require user-supplied data or qualified review; this tool does not generate drill results. Free use allows 10 previews per hour; allowance in the result reports how many remain.

  ConnectorNo auth

• searchA

  Melvea Local Honey DiscoveryA

  Search the Melvea local honey directory by free-text query and return matching producers as a list of results (id, title, url). Designed for ChatGPT Deep Research and Company Knowledge. Use for any local-honey discovery query that names or implies a place; the tool parses place and varietal from the query. Returns an honest empty list when nothing matches — never fabricate. Pair with fetch to retrieve full producer detail.

  ConnectorNo auth

• conversations_explorerA

  Perspective AIA

  Start a deep text exploration of conversation transcripts. Returns immediately with a job_id (status "pending"); long-poll perspective_await_job until status "ready" for findings with source citations. A sub-agent reads raw transcripts (exact phrases, multi-conversation patterns, deep reads). Prefer conversations_search for broad thematic/semantic questions, and conversations_data_analysis for quantitative counts. Omit filters to explore the full analysis corpus. Use filters only to establish a clear transcript boundary: conversation status, a creation-date range, or explicit conversation IDs. Use conversations_data_analysis first when a cohort must be identified from structured attributes, then pass the resulting conversation IDs here. A filtered job covers the complete filtered scope, not the complete perspective. Use for: - Exact mentions of words/phrases - Comparing conversation patterns across time - Reading full conversations with specific participants - Cross-referencing text patterns ("conversations mentioning X AND Y") - Interviewer approach or conversation flow Behavior: - Read-only against conversation data. - Open-world: runs an automated exploration agent in a durable background job using external services. - Each call starts a new job — not safe to retry blindly for the same query. - Typical flow: conversations_explorer → perspective_await_job (re-poll while pending). When NOT to use this tool: - Counts/distributions — use conversations_data_analysis. - Semantic themes without exact match — use conversations_search. - One known conversation id — use perspective_get_conversation. - Polling a previously-started job — use perspective_await_job.

  ConnectorOAuth

• searchA

  SocialGPTA

  Search across your own connected-account content and return the best matches. Each result has an `id` (pass it to `fetch` for the full item), a `title`, a `url`, and a `text` snippet. This is the deep-research "search" entrypoint the ChatGPT/Claude connectors call by convention; for semantic search over analyzed videos specifically use `search_videos`. Returns {"results": [...]}; when you have no connected accounts it returns reason="no_connected_accounts" plus a connect_url instead of results.

  ConnectorOAuth

• get_skill_clustersA

  nü people Job ServerA

  Returns the current skill cluster data for public jobs on the nü people website. Use this tool when the user wants an overview of which skills or technologies are currently in demand.

  ConnectorNo auth

• provider_profileA

  telecom-truthA

  Canonical profile of a US internet provider by name (handles brand variants, e.g. 'ATT', 'Google Fiber'). Returns the canonical identity, FCC registration numbers, technologies filed, the live profile URL, and — when precomputed — an answer pack of grounded sections (overview, coverage, measured-vs-claimed speeds, competition, recent signals, trajectory). Use it to disambiguate providers before making claims about them.

  ConnectorNo auth

• discoverA

  AgentMarketplaceA

  Discover AgentMarketplace's capabilities, tools, auth methods, and scopes. Call this first when connecting to AgentMarketplace to understand what's available and how to authenticate. No authentication required. Returns a catalog of available tools, resources, auth methods, and scopes.

  ConnectorNo auth

• audit_domainA

  ContrastAPIA

  Perform comprehensive domain audit: combines domain_report + live HTTP security headers + technology fingerprinting. By default report.dns.txt is filtered to security-relevant entries (SPF, DMARC, DKIM, MTA-STS, TLS-RPT) and report.dns.total_txt_records reports the honest pre-filter count; pass include_all_txt=true for the raw TXT list. Use when you need the full picture (recon + active checks); use domain_report for passive-only assessment. Response carries next_calls — chain with subdomain_enum (always emitted) and ssl_check (when an A record resolves) for the residual recon depth (tech_fingerprint already inline as `technologies`). Free: 30/hr (costs 6 tokens), Pro: 500/hr. Returns {domain, report, technologies, live_headers, summary, next_calls}.

  ConnectorNo auth

• microsoft_docs_fetchA

  xpay✦ DevTools CollectionC

  Fetch and convert a Microsoft Learn documentation webpage to markdown format. This tool retrieves the latest complete content of Microsoft documentation webpages including Azure, .NET, Microsoft 365, and other Microsoft technologies. ## When to Use This Tool - When search results provide incomplete information or truncated content - When you need complete step-by-step procedures or tutorials - When you need troubleshooting sections, prerequisites, or detailed explanations - When search results reference a specific page that seems highly relevant - For comprehensive guides that require full context ## Usage Pattern Use this tool AFTER microsoft_docs_search when you identify specific high-value pages that need complete content. The search tool gives you an overview; this tool gives you the complete picture. ## URL Requirements - The URL must be a valid HTML documentation webpage from the microsoft.com domain - Binary files (PDF, DOCX, images, etc.) are not supported ## Output Format markdown with headings, code blocks, tables, and links preserved.

  ConnectorNo auth

• searchA

  vicp-registryA

  Search VICP vaccine-injury cases by free text. Returns result ids for use with fetch. (Alias of search_cases for deep-research clients; prefer search_cases when structured filters are available.)

  ConnectorNo auth

• searchA

  StatCite — Verified Economic StatisticsA

  Search official economic statistics by free text, e.g. 'inflation barbados' or 'government debt japan'. Returns result ids that can be passed to fetch. Designed for deep-research connectors; for richer control use get_indicator / get_series.

  ConnectorNo auth

• searchA

  esimoa — travel eSIM comparisonA

  Free-text search of esimoa (이심모아) eSIM plans in the search/fetch format used by ChatGPT deep research, e.g. "Japan 7 days unlimited" or "USA 3 days local phone number". Understands unlimited, daily, local phone number, local network, hotspot and 5G. Returns ids to use with fetch. When you can fill filters, prefer search_esims.

  ConnectorNo auth

• fetchA

  WhatAreYouBuilding.AIA

  Fetch the full text of one directory record by an id returned from search. Ids are prefixed to say which collection they belong to: "product:<id>" or "community:<id>". Call this after search, on the ids it returned, when the lightweight result is not enough to answer the question. It is the second half of the search/fetch pair that deep-research clients expect. Do not call it with an id you constructed yourself or took from a URL — use get_product or get_community for those, which take a bare id and return structured fields instead of text. Prose in, prose out: this returns a readable record, not a typed object.

  ConnectorNo auth

• dual_use_tech_diversion_monitorA

  gapup-mcpC

  Asynchronous T5-level tool for COO persona to detect unauthorized diversion of dual-use technologies. Cross-references shipment manifests, EU sanctions lists, and ICAO/IMO transport data to identify suspicious transfers. Inputs: shipment IDs, company identifiers, or geographic routes. Outputs structured diversion risk assessment with source provenance. Requires async:true to avoid 402 timeout.

  ConnectorNo auth

• get_platform_trendsA

  rankparse-mcpA

  Get a ranked list of all detectable platforms and technologies with their domain counts, useful for comparing platform adoption (e.g. how many sites run WordPress vs Shopify)

  ConnectorNo auth

• dual_use_tech_diversion_monitorA

  mcp-knowledgeC

  Asynchronous T5-level tool for COO persona to detect unauthorized diversion of dual-use technologies. Cross-references shipment manifests, EU sanctions lists, and ICAO/IMO transport data to identify suspicious transfers. Inputs: shipment IDs, company identifiers, or geographic routes. Outputs structured diversion risk assessment with source provenance. Requires async:true to avoid 402 timeout.

  ConnectorNo auth

• billing.get_portalA

  Admin SubstituteA

  Get a Stripe Billing Portal URL for the human to manage their subscription — update payment methods, view invoices, change plans, or cancel. Requires an existing Stripe subscription.

  ConnectorNo auth

• dual_use_tech_diversion_monitorA

  gapup-mcpC

  Asynchronous T5-level tool for COO persona to detect unauthorized diversion of dual-use technologies. Cross-references shipment manifests, EU sanctions lists, and ICAO/IMO transport data to identify suspicious transfers. Inputs: shipment IDs, company identifiers, or geographic routes. Outputs structured diversion risk assessment with source provenance. Requires async:true to avoid 402 timeout.

  ConnectorNo auth