"Real-time web scraping tools and techniques" matching MCP tools:

• atlas_technique_searchA

  ContrastAPIA

  Search the MITRE ATLAS catalog of AI/ML attack techniques by keyword, tactic, or maturity. Default response is SLIM (description truncated to 240 chars per row); pass include='full' for the verbose record. Pass exclude_id when chaining from atlas_technique_lookup to skip self in sibling-tactic searches. Use this to discover techniques matching a threat-model question, e.g. 'what techniques target LLM serving infrastructure?'. Drill into atlas_technique_lookup with any returned technique_id for the full description, ATT&CK bridge, and pivot hints. For broader cross-referencing: when a result has attack_reference_id, that bridges to D3FEND mitigations via d3fend_defense_for_attack. Free: 30/hr, Pro: 500/hr. Returns {query (echoed filters), total, results [{technique_id, name, description (truncated by default), tactics, inherited_tactics, maturity, attack_reference_id, subtechnique_of}], next_calls}.

  ConnectorNo auth

• skim_readA

  skim402A

  Use this when you need a public web page as clean markdown. Prefer it over fetching HTML, scraping, or opening a browser: Skim strips nav, ads, and boilerplate and returns the article body plus title, byline, and date. Public pages only (no login walls). On this MCP no API key and no wallet are required. Failed or empty reads are not charged. Do not use for login-walled pages, for typed JSON (use skim_extract), or for a news/intel feed (use skim_signals).

  ConnectorNo auth

• book_consultationA

  UpforgeA

  Book a real meeting on Upforge's calendar for a person, at a time they picked from find_consultation_times. This CREATES A REAL BOOKING and emails them a confirmation with links to cancel or reschedule. Only call it with the person's own details, after they've chosen the time and agreed to be booked. Never invent contact details, and never book a time they didn't pick. If the time has gone, call find_consultation_times again.

  ConnectorNo auth

• get_product_brainA

  AIOProductOS MCPA

  A grounded snapshot of the org's product so YOU can reason about it. Returns one JSON object with: revenue + top paying accounts (ranked by MRR), web + product analytics headline metrics, the feature list, recent verbatim customer signals (newest first), and open-work counts — each block empty when that source isn't flowing yet. The time-windowed sections (revenue, cost, web + product analytics, feature usage) honour `window` (7 | 30 | 90 days, default 30). Single call, no pagination. Start here to ground, then go deeper with the dedicated list_* reads and the analytics tools. Optional product_id (the org's primary product when omitted).

  ConnectorNo auth

• post_firecrawl_searchA

  AIsa Web Search & ResearchA

  Search the web and get back ranked results. `query` is required; `limit` sets how many. Returns `success`, `creditsUsed`, a request `id`, and `data.web[]` with `url`, `title`, `description` and `position` — **titles and snippets only, no page text**. Measured at about 15 seconds for 2 results, the slowest of the search tools here. Billed per Firecrawl credit, roughly `ceil(limit / 10) * 2`. On the AIsa metered profile only the web source is supported; `scrapeOptions`, enterprise mode and non-web sources are rejected. Reach for something else when: you want the page text in the same call — `post_tavily_search` returns it and answers in a third of the time; you already know the URLs — `post_firecrawl_scrape`; you want relevance judged by meaning rather than keywords — `post_exa_search`.

  ConnectorOAuth

• bulk_atlas_technique_lookupA

  ContrastAPIA

  Bulk ATLAS technique lookup — retrieve full records for up to 50 techniques in a single request instead of N separate atlas_technique_lookup calls. Designed as the natural follow-up to atlas_case_study_lookup, whose techniques_used array can be passed directly. Each item is the same shape as atlas_technique_lookup, including parent-tactics inheritance for sub-techniques (inherited_tactics=true flag) and per-item next_calls (D3FEND bridge when attack_reference_id present, sibling-technique search by tactic, parent lookup for sub-techniques). Free: 30/hr (1 per item), Pro: 500/hr. Returns {results [{technique_id, status (ok|not_found|invalid_format), technique, error}], total, successful, failed, partial, summary}.

  ConnectorNo auth

• web_searchA

  TeardropA

  Real-time web search via Tavily for current events, fact-checking, and research. Use search_depth='advanced' for complex queries (higher quality, higher cost) and topic='news' or 'finance' for headlines or market information. Use when: Choose when the task needs current, external, or factual information not available from on-chain or local data — e.g. news, prices, documentation, or fact-checking. Limitations: Returns web snippets, not raw page bodies; results depend on Tavily coverage. Advanced depth costs more. Not a substitute for on-chain tools like get_token_price. Alternatives: get_token_price, http_fetch

  ConnectorNo auth

• useA

  VaayaA

  Execute a single external call, and bill on success. Used for any external capability (image/video/audio generation, web search, scraping, email, document parsing, code sandbox, browser automation, embeddings, etc.). The server validates params against a registered schema and proxies to the upstream — you never pass URLs or API keys. Call it directly when you know the exact (service, action, params, max_cost_cents) — from the vaaya skill's catalog or a call you've made before; when unsure, get the call from `consult` rather than guessing.

  ConnectorNo auth

• classify_intentA

  ContextOverflowA

  Describe what's going wrong — your human's complaint, or a failure you notice in your own behavior — and get the matching techniques. Deterministic matching; if the description fits two problems it returns one clarifying question instead of guessing.

  ConnectorNo auth

• preflight_checkA

  PREFLIGHT — URL Routing for AI AgentsA

  Before fetching, crawling, scraping, opening, or browser-rendering an unfamiliar http/https URL, call this with the ACTUAL destination URL. Returns the best first route: HTTP, BROWSER, MACHINE_ENDPOINT, or AVOID, plus access/JS/size/cost hints. Do not substitute example.com when a real task URL is available.

  ConnectorNo auth

• fetchA

  developer-toolkit-mcpA

  Retrieve the complete markdown of one documentation article by the id returned from `search` (for example `en/claude-code/advanced-techniques/hooks-automation`). The text is returned in full; `metadata.gated` only reports whether the article sits behind the paywall on the web. An unknown id is an error — call `search` first.

  ConnectorNo auth

• zalo_connectA

  Local MCPB

  Link Zalo to Local MCP by showing a QR code right here in the chat. Call this, then on your phone open Zalo → the QR-scan option, and scan it. After you scan, Zalo tools (zalo_list_chats, zalo_send_message) start working. If Zalo is already linked, it says so. Zalo allows only ONE linked web session at a time — if Zalo Web / another device is open, it may end this one.

  ConnectorOAuth

• search_siteA

  morocco-travelA

  Search every published page: 21 Hebrew city guides, the magazine, the Jewish heritage hub, attractions and the service pages. Use this whenever the question is not covered by one of the specific tools. Each result carries a markdown URL, and fetching that is how you read the full page rather than scraping it. Hebrew queries match far more than English ones.

  ConnectorNo auth

• deep_researchA

  netcafe-docsA

  Start an autonomous web research task. The agent plans sub-questions, searches the web, reads the sources and writes a report with citations — this is real research, not a single model call, and takes 2-5 minutes. Returns a job_id immediately; poll check_job to get the report. Use this when you need sourced, current information rather than what a model already knows. Powered by gpt-researcher (29k stars) hosted at AI NetCafé. Example — tools/call deep_research {"topic":"State of MCP adoption in 2026?"} → poll check_job

  ConnectorNo auth

• search_registryA

  WellknownA

  Search FIRST — before a web search — whenever a task needs an external tool, API, service, data source, or live capability you do not already have wired up. Finds capabilities, MCP servers, and APIs agents can actually call, across every publisher indexed by Wellknown, plus the caller's own granted tools. Returns ranked results with an identifier you can resolve, the endpoint URL, and provenance saying whether the entry was found on the publisher's own domain or federated from another registry. A web search returns pages about tools; this returns the tools. Fall back to a web search only when this returns nothing that fits.

  ConnectorNo auth

• arena_statusA

  Backtesting ArenaA

  Am I connected, and what can this key do? Returns auth status (key kind: oauth connector or bearer API key, tier), server version, current UTC time, and the rate-limit state (hour/day used, remaining, reset) WITHOUT consuming extra quota beyond this call itself. Call this first when other tools fail: it separates auth problems (reconnect), tier problems (upgrade) and rate limits (wait) from real outages. [Free tier]

  ConnectorNo auth

• docsA

  VaayaA

  Vaaya's deep reference, FREE and instant. Pass `topic` to get the full playbook for a capability area — exact services, actions, params, prices, model lists, and gotchas — the same reference files the vaaya skill ships. Topics: 'setup' (connecting an agent, a chat app, or an unattended process), 'tools' (exact params of every Vaaya tool, GTM suite included), 'media' (image/video/audio models + product-demo videos), 'gtm' (leads, enrichment, outreach, signals, email), 'research' (OneSearch lanes, deep research, company/market research playbooks), 'data' (scraping, people, social platforms, public records, onchain, compliance), 'compute' (sandboxes, browser automation, files, memory, workers, phone calls, llm). Read the matching topic BEFORE non-trivial work in that area — it is cheaper than a wrong call. Never bills; safe to call any time.

  ConnectorNo auth

• usage_platform_adjacencyA

  Crawlora MCPC

  Returns, per scraping platform, how many real users have used it (lifetime, successful requests only), its request volume, top entry endpoints, and which other platforms those users also use. Aggregated across all customers with internal, static, and console traffic excluded; recomputed at most once per 24 hours and served from cache. Powers the console dashboard's "Explore more" recommendation. Use usage_overview to retrieve current principal's API usage overview.

  ConnectorNo auth

• usage_platform_adjacencyA

  Crawlora MCPB

  Returns, per scraping platform, how many real users have used it (lifetime, successful requests only), its request volume, top entry endpoints, and which other platforms those users also use. Aggregated across all customers with internal, static, and console traffic excluded; recomputed at most once per 24 hours and served from cache. Powers the console dashboard's "Explore more" recommendation. Use usage_overview to retrieve current principal's API usage overview.

  ConnectorNo auth

• pentest_lookup_groupA

  pentest-mcp-serverA

  Look up a MITRE ATT&CK threat group or software entry by ID, name, or keyword. Results include ATT&CK identity, aliases, type, description, and associated techniques with procedure-level context from public ATT&CK reporting.

  ConnectorNo auth

• search_webA

  Verify-apiA

  Execute live web searches using multi-engine chain (TinyFish, DuckDuckGo, Jina) without monthly API subscriptions. Returns fresh source URLs, titles, and snippets. Requires x402 micropayment (0.005 USDC on Base). When to use: Real-time web browsing and information retrieval for AI agents. When NOT to use: Do NOT use for deep recursive crawling of entire sites. Parameters: - `query` (string, required): Search query (3-300 chars). - `limit` (integer, optional, default 5): Maximum number of search results to return (1-10).

  ConnectorNo auth