"Understanding Perplexity" matching MCP tools:

• post_oxylabs_ai_searchA

  AIsa Go-To-MarketB

  Synchronous passthrough to the upstream Oxylabs Realtime endpoint (POST /v1/queries) for the **Google answer engines** — Google AI Overviews (`source: google_search`) and Google AI Mode (`source: google_ai_mode`). Send `query` with `render: "html"`, `parse: true`, and a country-level `geo_location`; the request body is passed through unchanged. The response returns the AI-generated answer text and the cited source URLs. Billed a flat $0.001 per successful result; 400/429/5xx/6xx and upstream 4xx responses are not billed. Google-type sources take ~4–8s, so use a client timeout of at least 30s. **LLM sources (ChatGPT, Gemini, Perplexity) are no longer served here** — Oxylabs moved them to an asynchronous Push-Pull flow. Use `post_oxylabs_llm` (`POST /oxylabs/llm`) plus `get_oxylabs_llm_job` for those sources; calling this endpoint with `source: chatgpt|gemini|perplexity` returns HTTP 422 "Realtime integration is not supported for LLM sources. Please use Push-Pull."

  ConnectorOAuth

• post_dataforseo_ai_perplexity_llm_responses_liveA

  AIsa SEO & AI VisibilityB

  Sends a `user_prompt` to a Perplexity model and returns its reply, synchronously. `model_name` must come from `get_dataforseo_ai_perplexity_llm_responses_models` - `sonar`, `sonar-pro` and `sonar-reasoning-pro`. `web_search_country_iso_code` scopes the search, which the other three vendors do not offer. Returns `model_name`, `input_tokens`, `output_tokens`, `reasoning_tokens`, `web_search`, `money_spent`, `datetime`, `items` and `fan_out_queries`. 💰 **Priced by tokens upstream, not per call**: a sixteen-token reply measured $0.0006, but nothing caps a long one, and AIsa bills a flat $0.012 either way. Read `money_spent` on the response to see what a prompt actually cost. Wrapped in DataForSEO's envelope: data in `tasks[0].result`, outcome in `tasks[0].status_code` - a rejected request still returns HTTP 200. ⚠️ Perplexity searches by default, so its cost varies more with the question than the other vendors' do - `post_perplexity_sonar_deep_research` is the documented case of that going badly (CASEBOOK C5).

  Connector

  Destructive

  OAuth

• post_oxylabs_ai_searchA

  AIsa Web Search & ResearchA

  Synchronous passthrough to the upstream Oxylabs Realtime endpoint (POST /v1/queries) for the **Google answer engines** — Google AI Overviews (`source: google_search`) and Google AI Mode (`source: google_ai_mode`). Send `query` with `render: "html"`, `parse: true`, and a country-level `geo_location`; the request body is passed through unchanged. The response returns the AI-generated answer text and the cited source URLs. Billed a flat $0.001 per successful result; 400/429/5xx/6xx and upstream 4xx responses are not billed. Google-type sources take ~4–8s, so use a client timeout of at least 30s. **LLM sources (ChatGPT, Gemini, Perplexity) are no longer served here** — Oxylabs moved them to an asynchronous Push-Pull flow. Use `post_oxylabs_llm` (`POST /oxylabs/llm`) plus `get_oxylabs_llm_job` for those sources; calling this endpoint with `source: chatgpt|gemini|perplexity` returns HTTP 422 "Realtime integration is not supported for LLM sources. Please use Push-Pull."

  ConnectorOAuth

• post_dataforseo_ai_perplexity_llm_responses_liveA

  AIsa AI VisibilityA

  Sends a `user_prompt` to a Perplexity model and returns its reply, synchronously. `model_name` must come from `get_dataforseo_ai_perplexity_llm_responses_models` - `sonar`, `sonar-pro` and `sonar-reasoning-pro`. `web_search_country_iso_code` scopes the search, which the other three vendors do not offer. Returns `model_name`, `input_tokens`, `output_tokens`, `reasoning_tokens`, `web_search`, `money_spent`, `datetime`, `items` and `fan_out_queries`. 💰 **Priced by tokens upstream, not per call**: a sixteen-token reply measured $0.0006, but nothing caps a long one, and AIsa bills a flat $0.012 either way. Read `money_spent` on the response to see what a prompt actually cost. Wrapped in DataForSEO's envelope: data in `tasks[0].result`, outcome in `tasks[0].status_code` - a rejected request still returns HTTP 200. ⚠️ Perplexity searches by default, so its cost varies more with the question than the other vendors' do - `post_perplexity_sonar_deep_research` is the documented case of that going badly (CASEBOOK C5).

  Connector

  Destructive

  OAuth

• get_truss_informationA

  TrussA

  Published Truss information by topic. Localized topics (overview, about, services, engagement, fit, faq) use locale, default en; pass he for Hebrew. Language-independent topics (identity, certifications, testimonials, clients, contact) ignore locale for content selection. Prefer get_truss_overview or topic overview for broad business understanding; prefer list_truss_services for the complete service catalog.

  ConnectorNo auth

• enrich_providerA

  apis-ioA

  One call, pick your field groups — resolves a slug OR any identifier and returns exactly the groups you ask for, instead of chaining get_provider + get_provider_rating + get_provider_artifacts + get_provider_onboarding. Groups: profile, onboarding, artifacts, rating, insights. Understanding plan — the base groups moved with the rest of the discovery layer on 2026-08-31. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• find_operationsA

  apis-ioA

  UNDERSTANDING — CATALOG-WIDE operation search: which providers expose a path matching your terms. "Who has a POST /refunds" had no answer before this — tags are what a company says about itself, a path is what its API accepts. Terms match path SEGMENTS (all must appear), so q="payment intents" finds /payments/v1/intents. Add method to narrow by verb, deprecated=true for the retiring ones. One row per real operation: a provider's spec is split per tag, so the same call can live in several of its documents, and `apis` lists them all. Reads matching providers' surfaces up to max_providers (cap 100) and tells you in `meta.query.truncated` when more matched than were read. Priced per result — $0.005 per request plus $0.0002 per record returned (less past 100), capped at $0.50 a request, under pay-as-you-go; included in Understanding and Influence. Estimate first at /api/v1/prices/estimate. See apis://prices.

  ConnectorNo auth

• insights_industriesA

  apis-ioA

  UNDERSTANDING — the demand-side industry rollup: the sectors the profiled companies fall into. Each row carries TWO counts and they answer different questions: `company_count` is the research roster, `profiled_count` is how many of those you can actually read back via find_company_insights(industry:) — size a cohort on profiled_count. The counterpart to find_industries, which counts SUPPLY (providers publishing APIs into a vertical) — this counts DEMAND (companies buying into it). Comparing the two is how you find a sector with buyers and no sellers. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• get_trident_specA

  tridentA

  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.

  ConnectorNo auth

• list_categories_api_agents_categories_getA

  Agentry — The Trust Layer for the Agent EconomyB

  List Categories List all agent categories with counts. Returns every category in the directory along with the number of agents in each. Useful for building category filters or understanding the directory's coverage areas. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **Example Response:** ```json [ { "category": "Category", "count": 1 } ] ```

  ConnectorNo auth

• get_mission_statsA

  mcp-serverA

  Get aggregate statistics about missions on the HomeVisto platform. Returns total counts, status breakdown, and average bounty information. Useful for understanding platform activity.

  ConnectorNo auth

• get_knowledge_statsA

  mcp-klever-vmA

  Get summary statistics of the Klever VM knowledge base. Returns total entry count, counts broken down by context type (code_example, best_practice, security_tip, etc.), and a sample entry title for each type. Useful for understanding what knowledge is available before querying.

  ConnectorNo auth

• vector_quantizeA

  IA-QA — 130+ QA & Dev Tools for AI AgentsA

  Simulate int8 or int4 quantization of float32 embedding vectors. Reduces storage by 4x (int8) or 8x (int4). Returns quantized values, scale factor, and precision loss (MSE). Useful for understanding vector DB compression trade-offs.

  ConnectorNo auth

• billing.statusA

  Admin SubstituteA

  Check subscription status, plan details, billing cycle, and feature access. Useful for understanding what the business can and cannot do on their current plan.

  ConnectorNo auth

• check_ai_crawler_policyA

  ActableSite AI Crawler MonitorA

  Check the homepage robots.txt rule for eight named OpenAI, Anthropic, Perplexity, and Google AI crawler tokens. The free result stays complete and includes a bounded optional handoff to exact monitoring terms. Results describe robots policy only and do not prove network access, authentic bot identity, crawling, indexing, citation, or ranking.

  ConnectorNo auth

• check_ai_statusA

  prismix-status-mcpA

  Check the current operational status of AI services tracked by Prismix. Returns status indicator (operational/degraded/outage), active incident count, and 30-day uptime. Covers 75+ services: OpenAI, Anthropic, Cursor, Mistral, Perplexity, Google AI, and more. Pass a service name/id to filter, or omit to see all.

  ConnectorNo auth

• get_categoriesA

  FundingLandscapeA

  Browse all funding categories with opportunity counts. Categories include: Grant, Construction, Goods & Services, Professional Services, Technology, Healthcare, Research, and more. Useful for understanding what types of opportunities are available. Does not count toward your monthly searches.

  ConnectorNo auth

• research_brand_lookupA

  tracetify-mcpA

  How AI assistants (ChatGPT, Perplexity-class) cite a brand: platforms, mention counts and the entities it gets associated with. Use when the user asks "does AI recommend us/them?". Costs credits; cached results are free.

  ConnectorNo auth

• find_agent_readinessA

  apis-ioA

  UNDERSTANDING — the agent-readiness leaderboard across the whole catalog. Rank providers by agent readiness, and filter to those that DO satisfy (has) or do NOT satisfy (missing) specific dimensions — e.g. has="mcp_server,protected_resource_metadata" is the OAuth-capable MCP cohort, missing="agent_card" is the addressable market for a fix. Returns agent score + band alongside the Kin Score. Priced per result — $0.005 per request plus $0.0002 per record returned (less past 100), capped at $0.50 a request, under pay-as-you-go; included in Understanding and Influence. Estimate first at /api/v1/prices/estimate. See apis://prices.

  ConnectorNo auth

• citation_tracker_checkA

  citation-trackerA

  Sends one prompt to 1 to 4 search assistants (Perplexity, OpenAI, Anthropic, Gemini) and reports whether each cites your target domains: cited status, citation count, cited domains, model, and a structured error per engine. Started concurrently; a failed engine returns `cited: null` and does not block the others (PD7). Paid, $0.75/call; read-only and safe to retry.

  ConnectorNo auth

• seo_audit_aeoA

  mcp-seoA

  Audits content for Answer Engine Optimization (AEO): Evaluates concise 40-60 word direct answer definition blocks, question-based H2/H3 subheadings (What/How/Why), FAQ schema alignment, and citation readiness for Google AI Overviews and Perplexity. USAGE GUIDELINES: - Use when optimizing content to win conversational AI search citations, direct answers, and Perplexity summaries. - Do NOT use for brand knowledge-graph entity reconciliation; use 'seo_audit_geo' instead. - Do NOT use for standard on-page metadata; use 'seo_audit_onpage' instead. BEHAVIORAL TRANSPARENCY: - Safe, read-only diagnostic evaluation. No file modifications.

  ConnectorNo auth