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Read-only MCP server with 30 typed, structured-output tools for Harness Engineering, agentic AI patterns, reference architectures, AI governance, first-party…

  • Get Overview: Get the complete MCP map — start here. Returns the five-domain core plus the separate Article, Labs, Homeric Atlas and claim-registry surfaces, with their tools, identifiers, citation ru
  • Search All: Search the core corpus, first-party essays, executable Labs, epistemic claims and the Homeric Atlas in one call. Use this first when a natural-language question might require a calculation
  • List Knowledge: List all knowledge units (concepts on agentic & enterprise AI) with slug, category, title, summary and Evidence-First provenance. Use this to browse the domain; use `search` when you h
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Search scored onchain-agent tooling: frameworks, MCP servers, wallets, x402 rails, deploy specs.

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Saturation
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Search, query, and update budgets, transactions, contacts, and purchase orders in Saturation.

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savedthat
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Search your saved videos by what was said.

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Savee
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Read your Savee saves, boards and home feed, and search its public library.

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Real native English video pronunciation search and dictionary.

  • Search Pronunciation: Search authentic native English video transcripts for words or phrases. Returns timestamped video clips, exact quotes, surrounding sentence context, accent tags (US/UK/AUS), and
  • Get Word Details: Retrieve comprehensive phonetics and dictionary information for an English word: IPA phonetic transcription, syllable breakdown, stressed syllable index, definitions by part of speec
  • Browse Vocabulary: Browse the SayItVid English dictionary directory by starting letter (A-Z) or prefix for structured vocabulary exploration.
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Polymarket rule research.

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Search 600,000+ CS/AI/ML research papers with LLM-generated novelty analysis, without leaving Claude Code, Cursor, or any MCP client.

  • Search Papers: Search Scholar Feed's 600k+ CS/AI/ML paper corpus. Defaults to semantic (embedding) search — finds conceptually related papers even when the user's wording doesn't match the paper's tit
  • Get Paper: Get full details for one or more papers by arXiv ID. Pass a single-element array for one paper; pass multiple IDs to batch-fetch up to 50 papers in one call (replaces the removed batch_look
  • Get Citations: Get the citation graph for a paper, sorted by citing-paper rank_score (highest-impact first). 'citing' = outgoing references this paper cites; 'cited_by' = incoming citations from other
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Multi-engine scholarly research server for search, traversal, full text, and reading lists.

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Scientific literature analyzer and clinical search aggregator.

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Scientific-Research-Oracle is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server.

  • Research: Stateless MCP micro-saas gateway for science-oracle-mcp — /api/research endpoint. Fee: $0.05 USDC via x402.
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Scite
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Ground answers in scientific literature.

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SciWeave
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AI research grounded in 300M scientific works — every citation a verifiable DOI.

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Scout
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Find licensed real estate agents, search MLS, route leads.

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The Google for AI agents — company intel, competitor tracking, market research via MCP.

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scout
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Brand intelligence from the Optimly AI Brand Directory.

  • Brand Lookup: Look up brand data from the Optimly AI Brand Directory. Search by slug (exact match), name (fuzzy), or category. Returns brand name, archetype, BAI score/tier, category, sentiment, AI re
  • Category Browse: Browse the Optimly AI Brand Directory taxonomy. Use action='list' to see all 40+ categories with brand counts, or action='detail' with a slug to explore a specific category and its to
  • Discovery Intent: Tell Optimly Scout what your user is researching — which brands they're comparing, what problem they're solving, what category they're exploring. Use action='start' to get the struct
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Scoutee
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Search 200k+ public tenders (RFPs, government contracts) from 87 official sources in 32 countries across Europe and North America, by keyword, country, budget…

  • Search Tenders: Search Scoutee's index of public procurement notices from Europe and North America. Returns a page of notices, the total number of matches, a per-country breakdown of the same match se
  • Get Tender: One notice in full, by its Scoutee identifier (the `id` of a search result). Same shape as a search result. Consumes no quota. An identifier pointing at a duplicate answers with the canoni
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Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliability.

  • Markdownify: Convert a webpage into clean, formatted markdown. This tool fetches any webpage and converts its content into clean, readable markdown format. Useful for extracting content from documenta
  • Smartscraper: Extract structured data from a webpage, HTML, or markdown using AI-powered extraction. This tool uses advanced AI to understand your natural language prompt and extract specific structur
  • Searchscraper: Perform AI-powered web searches with structured data extraction. This tool searches the web based on your query and uses AI to extract structured information from the search results. Id
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The ScrapeGraphAI MCP Server is a production-ready Model Context Protocol (MCP) server that connects Large Language Models (LLMs) to the ScrapeGraph AI API.

  • Extract: Extract structured data from a webpage using AI (API v2 POST /extract).
  • Search: AI-powered web search with structured data extraction (API v2 POST /search).
  • Crawl Start: Start an asynchronous multi-page crawl (API v2 POST /crawl). Poll crawl_get_status with the returned id.
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Scrapeless
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Web access for AI agents: search, scrape, crawl, automate browsers, and extract AI responses.

  • Ai Scraper: Create an AI Scraper task for an explicit Scrapeless actor, then poll every 5 seconds until the answer is ready or the timeout is reached. Supports ChatGPT, Gemini, Perplexity, Copilot, Go
  • Crawl Cancel: Cancel an in-progress crawl job by its id (the id returned by crawl_start). Returns the cancelled status.
  • Crawl Result: Fetch the result of a crawl job by its id (the id returned by crawl_start). Polls the job status until it reaches a terminal state (completed / failed / cancelled) or the timeout is reac
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Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

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Web search, scraping, RAG answers with citations, and translation as MCP tools.

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scraper-api.com is one HTTP API for public web data.

  • V1 Instagram Profile: Get an Instagram user's full profile by handle (followers, following, bio) — no login. Calls GET /v1/instagram/profile. Cost: 1 credit. Requires one of handle. API responses are
  • V1 Instagram Basic Profile: Get an Instagram user's basic public profile (name, verified, private, picture) by handle. Calls GET /v1/instagram/basic-profile. Cost: 1 credit. Requires one of handle. AP
  • V2 Instagram User Posts: Get an Instagram user's posts (incl. reels) by handle; paginate via next_max_id — no login. Calls GET /v2/instagram/user/posts. Cost: 1 credit. Requires one of handle. API res
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ScrapeUnblocker: ScrapeUnblocker allows to bypass anti-bot services and scrape the full page source.

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Research mobile apps, onboarding, paywalls, and competitors with real screens, flows, and reviews.

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YouTube discovery, transcripts, library search, and monitors with API keys or OAuth.

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Scrutica
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Free, no API key.

  • Scrutica Search: Search facilities, companies, or sovereign programs by free-text query. Returns ranked results with id, name, type, one-line summary, and Scrutica URL. Filter by entity_type to scope
  • Scrutica Get Facility: Fetch complete details for a single Scrutica facility by canonical ID. Returns: operator, owner, country, power capacity (MW), GPU inventory (where disclosed), location (lat/lng
  • Scrutica Get Company: Fetch complete details for a single organization (company, government entity, holding company) by canonical Scrutica ID. Returns: legal name, country of HQ, organization type, pa
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Scry
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Search your team's Storybook components by text or image, so agents reuse what exists.

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