← All topic guides

MCP topic guide

Web Scraping MCP Servers

Turn URLs into structured content for agents. Compare scraping, crawling, and search servers with indexed tool lists and setup steps.

Showing 60 of 259 matching servers from our catalog. Search full directory →

SparkForge

Search & Web ★ 4,930
Remote

Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long documents, and extract text from images or PDFs with ease. Streamline your workflow by automating tasks like SEO metadata extraction, code reviews, and content creation.

generate_image take_screenshot html_to_markdown summarize_text +29 more

scrapegraphai

Search & Web ★ 733
Remote

The ScrapeGraphAI MCP Server is a production-ready Model Context Protocol (MCP) server that connects Large Language Models (LLMs) to the ScrapeGraph AI API. It enables AI assistants like Claude and Cursor to perform AI-powered web scraping, research, and crawling directly through natural language interactions.

extract search crawl_start crawl_get_status +13 more

Paper Search

Search & Web ★ 11,046
Remote

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR. Fetch PDFs and extract full text to accelerate literature reviews. Get consistent metadata for easier filtering, citation, and analysis.

search fetch search_arxiv search_pubmed +21 more

paper-search-mcp-openai-v2

Search & Web ★ 8,169
Remote

Find and download academic papers from leading sources like arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, CrossRef, and IACR. Get standardized results and fetch full-text PDFs when available. Accelerate literature reviews with deep search and effortless retrieval.

search fetch search_arxiv search_pubmed +21 more

Jina AI

Search & Web ★ 79,346
Remote

AI-powered search and retrieval platform. Search the web, read page content, extract structured data, and ground AI responses.

show_api_key primer guess_datetime_url capture_screenshot_url +17 more

AgentScrape

Search & Web ★ 914
Remote

**Pay-per-call web scraping for AI agents — no signup, no API keys, just USDC.** AgentScrape is a production MCP server giving agents six paid tools for web scraping, structured extraction, screenshots, and metadata — all on Cloudflare Workers, all settled in USDC on Base via x402. ## Tools - **`scrape_webpage`** — fetch as markdown, html, text, or json - **`extract_structured_data`** — AI-powered extraction with natural-language prompts + JSON schemas - **`screenshot_webpage`** — PNG capture, viewport configurable - **`extract_metadata`** — OG, Twitter Card, JSON-LD - **`create_browser_session`** — persistent sessions for multi-step flows - **`run_workflow`** — multi-step atomic execution ## Pricing $0.001–$0.008 USDC per call on Base mainnet. No subscriptions. No API keys. Pay per request via x402. **Free tier:** 10 calls per wallet per 30 days. No signup required. ## Stack Cloudflare Workers · Hono · `@x402/hono` v2 · MCP Streamable HTTP · xpay.sh facilitator · Browser Rendering MIT licensed. Built by HSH Intelligence.

scrape_webpage extract_structured_data screenshot_webpage extract_metadata +2 more

Apify

Search & Web
Remote

[Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more

search-actors fetch-actor-details call-actor get-actor-run +4 more

caliper

Dev Tools ★ 1,539
Remote

Caliper is an MCP server that accepts 3D geometry files and returns structured metadata — bounding boxes, triangle counts, manifold analysis, point cloud statistics, and more.

format.detect feature.request format.auto format.stl +6 more

Brave Search

Search & Web ★ 8,280
Remote

Search the web with Brave's independent index — web, news, images, and videos. Bring your own subscription token from the [Brave Search API dashboard](https://api-dashboard.search.brave.com).

brave_web_search brave_news_search brave_image_search brave_video_search +4 more

The STALL

AI & Memory ★ 305
Remote

293 AI-callable finance and data tools over MCP. No API keys required. US stocks, crypto, DeFi, macro, prediction markets, sanctions, on-chain intelligence. x402 USDC pay-per-call on Base. Built by IntuiTek1.

action-receipt activist-investor-intel address-intel address-security +46 more

ContrastAPI

Search & Web ★ 859
Remote

MCP server with 55 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.

domain_report audit_domain contrast_scan tech_stack_cve_audit +46 more

Firecrawl

Search & Web
Local

URL-to-clean-Markdown scraping for LLM-ready web content extraction.

scrape_url crawl_site map_site

Keenable Web Search

Search & Web ★ 10,095
Remote

Docs: https://docs.keenable.ai/mcp-server Keenable is a free, remote MCP server that gives agents access to the web index. Search the web with ranked results and date/site filters, then fetch any indexed page as clean markdown. Works out of the box with no account or API key. Tools: - search_web_pages: Search the web and return ranked results. - fetch_page_content: Fetch an indexed URL and extract its content as clean markdown

search_web_pages fetch_page_content

Web Scraper — Clean Markdown from Any URL

Search & Web ★ 236
Remote

Web content extraction API for AI agents. Scrape any URL and get clean, structured Markdown content with navigation, ads, and scripts stripped. Full JavaScript rendering via headless Chromium. Single and batch (10 URLs) modes. Built for RAG pipelines and AI research. Tools: web_scrape_to_markdown (single), web_scrape_batch (up to 10 URLs). Use this for RAG ingestion, research, content analysis, data extraction, or competitive intelligence. IMPORTANT: For screenshots/PDFs of pages, use capture_screenshot instead. For SEO analysis, use seo_audit_page. Returns: {markdown, title, wordCount, links[]}. No API key required — x402 micropayment $0.005/call on Base L2.

web_scrape_to_markdown web_scrape_batch

SteadyFetch

Search & Web ★ 10,662
Remote

Reliable web fetching MCP server with built-in retry logic, circuit breaker patterns, caching, and anti-bot bypass. Fetches URLs as raw HTML or clean markdown optimized for LLM consumption. Includes domain health checks and cache management tools.

fetch_url fetch_markdown check_domain cache_stats +1 more

NEXUS Intelligence API

Search & Web ★ 52
Remote

58-endpoint utility hub - DNS lookup, web scraping, CVE scanning, AI translation, PII detection, domain health audit, company intelligence. Pay per call via x402 on Base.

market_signal_micro join_agent_plaza talk_to_nexus get_kalshi_prediction_odds +16 more

SaSame Research

AI & Memory ★ 46
Remote

Free AI research/OCR + agent-economy discovery tools (120+ tools, no-auth), includes engage_sasame to commission SaSame to build MCP/Claude/RAG/agents, full deliverables pay-per-call via x402

web_research pubmed_lookup competitive_scan ecosystem_search +46 more

Agent News

Search & Web ★ 8,742
Remote

The intelligence layer agents use before they act, sourced answers on the agent economy. Query verified AI news with citations, confidence scores, and Ethics Engine ratings. Use instead of generic web search for any question about AI agent tools, MCPs, or frameworks. Every result carries citations, confidence scores, and Ethics Engine ratings. Built for agents to verify evidence before recommending tools, installing MCP servers, or taking action.

tat_search tat_ask tat_get_event tat_stats +14 more

Inferventis Finance MCP

Search & Web ★ 898
Remote

19 production-ready financial tools for AI agents. Covers currency conversion (ECB, Frankfurter, CoinAPI), real-time stock quotes via Finnhub, crypto spot prices, open banking transactions, Stripe payment records, compound/loan financial calculators, live news headlines (BBC/Guardian), and web page reading. Free and standard tiers. No setup required for free tools.

bank_accounts crypto_price crypto_price_lite currency_convert +15 more

DuckDuckGo & Felo AI Search

Search & Web ★ 2,122
Remote

Provide fast, privacy-friendly web and AI-powered search capabilities with integrated content and metadata extraction. Enhance your AI assistants by enabling comprehensive web scraping without requiring API keys. Optimize performance with caching and secure usage through rate limiting and user agent rotation.

web-search fetch-url url-metadata felo-search

Lodi Kids Activities

Search & Web ★ 51
Remote

Free, parent-trust-first directory of youth programs and licensed daycares in Lodi, California. 72 MCP tools across: - **Public search** — programs, daycares, events, cities - **Parent account management** — kids, saves, household co-accounts, calendar feeds, tour requests - **Org listing management** — programs, capacity, lifecycle events, leads - **Daycare-specific overlays** — waitlist, applications, age-band capacity Anonymous public access works with no auth. Personalized and write access uses a Bearer token generated at [lodikidsactivities.com/account/mcp](https://lodikidsactivities.com/account/mcp).

search_programs get_program search_daycares get_daycare +46 more

Lano-enterprise-mcp

Search & Web ★ 4,688
Remote

Store and retrieve semantic memories using advanced vector search and intelligence-driven insight extraction. Organize knowledge across projects with secure access controls and comprehensive system health monitoring. Optimize your information flow by detecting duplicates and analyzing usage patterns for better decision support.

list_memories create_memory create_memory_chunked get_memory +24 more

Jina Reader

Search & Web
Local

Web content extraction optimized for readability and RAG pipelines.

read_url search_web

Google Super

Communication ★ 4,234
Remote

Google Super App combines all Google services including Drive, Calendar, Gmail, Sheets, Analytics, Ads, and more, providing a unified platform for seamless integration and management of your digital life.

GOOGLESUPER_ACL_PATCH GOOGLESUPER_ADD_ENRICHMENT GOOGLESUPER_ADD_FILE_SHARING_PREFERENCE GOOGLESUPER_ADD_LABEL_TO_EMAIL +46 more

AI Research Assistant

Search & Web ★ 44,820
Remote

The server provides immediate access to millions of academic papers through Semantic Scholar and arXiv, enabling AI-powered research with comprehensive search, citation analysis, and full-text PDF extraction from multiple sources (arXiv and Wiley open-access). - No API key is required.

papers-search-basic paper-search-advanced search-paper-title get-paper-abstract +8 more

ArXiv Scout

Search & Web ★ 3,885
Remote

Search and retrieve academic papers directly from arXiv with advanced query capabilities. Extract full text from PDFs to generate summaries, literature reviews, and side-by-side comparisons. Track citations and references to discover related research and map out academic trends.

arxiv_search_papers arxiv_get_paper arxiv_get_papers_batch arxiv_download_and_extract +4 more

AnySearch

Search & Web ★ 2,300
Remote

Unified real-time search engine skill for AI agents.

batch_search extract list_domains search

RSS Reader

Search & Web ★ 1,602
Remote

Track and browse RSS feeds with ease. Fetch the latest entries from any feed URL and extract full article content for clean, distraction-free reading. Save or analyze articles in a consistent, structured format.

fetch_feed_entries fetch_article_content

Web Scout

Search & Web ★ 4,120
Remote

Search the web and extract clean, readable text from webpages. Process multiple URLs at once to speed up research with reliable throttling and error handling. Quickly compile sources and summaries for briefs, reports, or competitive analysis.

DuckDuckGoWebSearch UrlContentExtractor

Fruitflies Agent Social Network

AI & Memory ★ 680
Remote

fruitflies.ai is a social network built exclusively for AI agents. Connect via MCP to register (with proof-of-work challenge), post updates, ask and answer questions, vote on content, send threaded DMs, join topic communities ("hives"), volunteer to moderate, and climb the reputation leaderboard. Agents are identified by trust tiers (anonymous → partial → verified) based on disclosed identity. No human accounts — agents only. "Time flies like an arrow; fruit flies like a banana." 🍌

get_challenge register whoami post_message +18 more

FavCRM — Agentic CRM

Communication ★ 2,271
Remote

**Agentic CRM for service businesses** — 136 typed tools across customers, bookings, loyalty, invoices, and WhatsApp/SMS. Hosted at `api.favcrm.io/mcp`. ### What it does - **Customers & loyalty** — segments, memberships, rewards, points - **Bookings** — create, confirm, cancel, no-show; capacity-aware schedules - **Commerce** — invoices, payments, products, orders, inventory - **Communications** — WhatsApp, SMS, email with templates - **CRM core** — contacts, tasks, tickets, deals, campaigns ### Auth API key (`fav_mcp_...`). Sign up free at [favcrm.io](https://favcrm.io) → Settings → API Keys. **Free tier:** 100 customers + 200 bookings/month. No credit card. ### Quickstart Install snippets, examples, and smoke tests: [github.com/favcrm/mcp](https://github.com/favcrm/mcp)

search_members get_member_profile list_tags attach_tags +46 more

Screenshot & PDF Capture — Full-Page Chromium Rendering

Search & Web ★ 139
Remote

Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and generate PDFs from any URL using headless Chromium. Custom viewport size, device emulation, and scroll capture. Tools: capture_screenshot (image), webpage_to_pdf (PDF). Use this for visual regression testing, documentation, archiving web pages, or generating reports. IMPORTANT: For text extraction from pages, use web_scrape_to_markdown. For custom PDF generation from data, use document_generate_pdf. Returns: base64-encoded image or PDF. No API key required — x402 micropayment $0.008/call on Base L2.

capture_screenshot webpage_to_pdf

pubmed-mcp-server

Search & Web ★ 4,079
Remote

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

pubmed_search_articles pubmed_fetch_articles pubmed_fetch_fulltext pubmed_format_citations +6 more

Pulse

Dev Tools ★ 1,890
Remote

Access comprehensive travel and location data to streamline trip planning and destination research. Discover curated activities and points of interest for any location worldwide. Retrieve real-time geographic and recreational information to build better travel experiences.

estimate_trip_cost generate_packing_list list_destinations compare_destinations +25 more

rove

Search & Web ★ 583
Remote

Hosted Playwright browser automation for AI agents. Returns accessibility trees instead of screenshots, cutting token usage by 77%. Navigate, interact, extract structured data, and take screenshots — all via MCP. Zero infrastructure, credit-based pricing.

navigate click fill screenshot +6 more

snapforge

AI & Memory ★ 1,063
Remote

Screenshots, PDFs & Markdown for AI agents

snapforge_screenshot snapforge_pdf snapforge_markdown

Coal - Payments for AI agents

Search & Web ★ 4,934
Remote

# Coal Coal gives AI agents a real checkout. Discover merchants through the decentralized 0G Storage catalog, pay autonomously in USDC on Base via x402 (Coinbase) or OKX APP (v2 envelope), and download purchased products — all without a human in the loop. Receipts are anchored on 0G Chain, allowing any third party to independently verify payments without trusting Coal itself. The MCP server is fully multi-tenant: every user supplies their own wallet key through the `X-Coal-Agent-Key` header, meaning the server never stores long-lived private keys or custody secrets. Agents are gasless by default — Coal covers operator gas costs. --- ## MCP Tools (13) ### Discovery & Marketplace * `discover_merchants` Browse the marketplace as a Markdown product grid * `search_products` Search and filter by product name, price, or tags * `get_merchant_profile` Retrieve merchant metadata and payout addresses * `query_merchant_memory` Natural-language merchant Q&A powered by TEE-backed 0G Compute --- ### Payments & Checkout * `check_paywall` Check whether an address has already paid * `create_checkout` Create a Coal checkout session *(requires API key)* * `get_checkout_status` Retrieve checkout session state and payment status * `pay_merchant` Send USDC on Base using ERC-3009 gasless transfers --- ### Verification & Delivery * `verify_receipt` Verify the complete proof trail: 1. Base transaction 2. 0G Storage receipt 3. 0G Chain anchor * `download_product` Verify on-chain payment and return a signed download URL --- ### Infrastructure & Agent Utilities * `get_0g_health` Check live 0G mainnet status * `agent_wallet_status` View derived wallet address and USDC balance * `setup_instructions` Print the full integration and setup guide --- ## Live Demos * Claude paying $0.10 for an ebook end-to-end `https://agent.usecoal.xyz` * x402 paywall demo `https://oracle.usecoal.xyz/api/price/ETH` --- ## Stack * Dual-protocol supp

discover_merchants search_products get_merchant_profile query_merchant_memory +9 more

Canadian Building Code

Search & Web ★ 4,303
Remote

Access and search comprehensive Canadian building regulations for construction and compliance reference. Navigate complex code hierarchies to find specific requirements for fire safety, structural integrity, and accessibility. Simplify project planning by quickly retrieving detailed regulatory information and section requirements.

list_codes search_code get_section get_hierarchy +6 more

Google Drive

Search & Web ★ 15,538
Remote

Upload, organize, and share files in the cloud. Manage folders, set permissions, and search across stored documents.

GOOGLEDRIVE_ADD_FILE_SHARING_PREFERENCE GOOGLEDRIVE_COPY_FILE GOOGLEDRIVE_CREATE_COMMENT GOOGLEDRIVE_CREATE_DRIVE +16 more

zlurp

Search & Web ★ 5,416
Remote

Web scraping for AI agents. Convert any URL to clean markdown via x402 micropayments on Base.

probe_url scrape_url

just-every/mcp-read-website-fast

Search & Web
Local

Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.

Tools on detail page

Muapi

AI & Memory ★ 1,009
Remote

Access 400+ generative AI models directly from your AI assistant. Generate images (FLUX, Midjourney, GPT-4o), create videos (Veo3, Kling, Runway), make music (Suno), enhance photos (upscale, background removal, face swap), and more — all via a single MCP server.

search_models muapi_image_generate muapi_image_edit muapi_video_generate +15 more

grokipedia-mcp

Search & Web ★ 591
Remote

Search and retrieve Grokipedia articles with filters, full content, and citations. Explore related pages and extract sections to quickly gather relevant knowledge. Run guided workflows to research topics, find sources, and compare subjects.

search get_page get_page_content get_page_citations +3 more

DialogBrain

Search & Web ★ 62
Remote

DialogBrain gives AI agents access to all your messaging channels — Telegram, WhatsApp, Instagram, Email, and more — through a single MCP interface. Read conversations, send messages, search contacts, and manage threads across 10+ channels. Perfect for LangGraph, Claude, and any MCP-compatible agent framework.

contacts_find contacts_discover contacts_sync files_ingest +12 more

UCP Gateway

Search & Web ★ 16,899
Remote

AI Shopping tools for product search, comparison, and safe checkout Commerce Gateway — an infrastructure layer that enables open-source AI agents to participate in agentic commerce through the Universal Commerce Protocol. Our platform gives agents a hosted UCP profile registry, a secure MCP gateway, and access to commerce flows without requiring every agent to own a domain, GitHub account, or Shopify credentials. With this solution, agents can discover products, recommend options, build carts, validate them with the user, and generate checkout handoff links where the buyer completes payment safely on Shopping platform. The value is simple: we make AI commerce accessible to open-source agents while keeping payments secure, merchants protected, and user confirmation at the center of every transaction.

register_ucp_profile get_ucp_profile shopping_product_search shopping_product_get +8 more

Naver Search

Search & Web ★ 9,859
Remote

Search Naver across news, blogs, books, encyclopedia, cafe posts, Knowledge iN, local places, images, shopping, and professional documents. Returns Korean-language results and Korea-local content that global search engines often miss.

search_news search_blogs search_books search_encyclopedia +8 more

livedatalink

AI & Memory ★ 7,376
Remote

LiveDataLink is a hosted MCP server giving AI agents 182 real-time data tools across 36 domains through a single Streamable HTTP endpoint. Coverage: sanctions screening (OFAC + UN + EU + BIS first-party indexed), SEC EDGAR filings, federal courts plus Caselaw Access Project, IRS nonprofits (1.27M tax-exempt orgs), NPPES healthcare providers, USAspending federal awards, Federal Register + eCFR regulations, CVE + threat intel (RDAP, IP reputation, FBI Wanted, CISA KEV), FRED + BLS + US Treasury + World Bank macro, EIA + NREL energy, Zillow real estate, Texas parcels, ClinicalTrials.gov, FDA, EPA, FEC, FMCSA trucking, USPTO patents, Census, federal recreation (RIDB), Project Gutenberg books, OpenAlex scholarly, NPM + PyPI + cargo + GitHub supply-chain intel. One bearer token, one endpoint, one bill. Free tier (100 queries/month, no credit card) at livedatalink.ai/signup/free. Paid plans from $10/month. Built for compliance, due diligence, and agentic research workflows. Operated by Blackbox Foundry LLC.

property_lookup property_search_owner property_search_area property_value_history +46 more

Wayforth

Search & Web ★ 26,884
Remote

The API runtime for AI agents. One tool call. Any API. No setup. Search 4,974 verified APIs ranked by WayforthRank — the only ranking algorithm powered by real agent payment signals, not ads. Execute via 18 managed services with zero API keys. Self-healing: if a service fails, credits restore automatically. What your agent can do: Search 4,974 APIs across 19 categories by intent Execute: inference, translation, image generation, speech-to-text, web search, financial data, weather, news, and more Bring your own API keys (BYOK) for any service Pay per query via x402 at $0.002 USDC Query with WayforthQL: filter by tier, price, protocol, latency Three payment rails: Card · USDC on Base · x402 Get started free: 100 calls · No card required uvx wayforth-mcp · wayforth.io

wayforth_run wayforth_execute wayforth_search wayforth_list +13 more

Google Docs

Dev Tools ★ 2,348
Remote

Google Docs is a cloud-based word processor with real-time collaboration, version history, and integration with other Google Workspace apps

GOOGLEDOCS_COPY_DOCUMENT GOOGLEDOCS_CREATE_DOCUMENT GOOGLEDOCS_CREATE_DOCUMENT_MARKDOWN GOOGLEDOCS_CREATE_FOOTER +29 more

Google Sheets

Data & Analytics ★ 48,461
Remote

Read, write, and format spreadsheet data. Manage sheets, run formulas, and collaborate on structured data in real time.

GOOGLESHEETS_ADD_SHEET GOOGLESHEETS_AGGREGATE_COLUMN_DATA GOOGLESHEETS_APPEND_DIMENSION GOOGLESHEETS_BATCH_GET +34 more

Google Calendar

Communication ★ 18,523
Remote

Schedule events, check availability, and manage calendars. Create meetings, set reminders, and coordinate across time zones.

GOOGLECALENDAR_ACL_PATCH GOOGLECALENDAR_CALENDAR_LIST_INSERT GOOGLECALENDAR_CALENDAR_LIST_UPDATE GOOGLECALENDAR_CALENDARS_DELETE +25 more

Mesh MCP

Dev Tools ★ 9,219
Remote

Access your network seamlessly with a simple and efficient server. Leverage a variety of tools to enhance your applications and workflows. Start integrating with your existing systems effortlessly.

get_user_information searchContacts getContact createContact +16 more

Omega

Search & Web ★ 7,264
Remote

Maintain persistent project context by storing decisions, lessons, and task checkpoints for seamless session transitions. Navigate information through semantic search and relationship graphs to uncover related knowledge clusters. Automate memory consolidation and cleanup to keep your workspace organized and relevant.

omega_store omega_query omega_welcome omega_profile +22 more

Browserbase

Search & Web
Remote

Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)

start end navigate act +2 more

byteaskai

Search & Web ★ 3,017
Remote

# ByteAsk Embedded Docs MCP Page-cited retrieval over embedded systems documentation, datasheets, reference manuals, RTOS documentation, coding standards, and firmware engineering references for AI coding agents. **Registry Namespace:** `ai.byteask/embedded-docs` **Endpoint:** `https://mcp.byteask.ai/mcp` **Documentation:** https://docs.byteask.ai/embedded **GitHub:** https://github.com/ByteAsk/ByteAsk-Embedded-MCP --- # Why This MCP Exists Modern AI coding agents are excellent at generating code, but often struggle when working with vendor-specific embedded documentation, hardware reference manuals, firmware SDKs, and coding standards. Embedded engineers routinely need answers from: * STM32 Reference Manuals * ARM Cortex-M Technical Reference Manuals * CMSIS Documentation * FreeRTOS Documentation * Zephyr Documentation * ESP-IDF Documentation * Nordic SDK Documentation * NXP Documentation * MISRA C * MISRA C++ * AUTOSAR * Device Datasheets * Vendor Application Notes Searching these sources manually can require navigating hundreds or thousands of pages of documentation. ByteAsk Embedded Docs MCP gives AI coding agents direct access to these references and returns page-cited answers grounded in source documentation. --- # Features ## Page-Cited Retrieval Every answer is grounded in source documentation with citations to the original reference. This enables engineers to verify claims directly against vendor documentation. --- ## Documentation Search Search across embedded and firmware engineering references. Examples: * Peripheral configuration * Register descriptions * DMA setup * Interrupt handling * Clock configuration * RTOS APIs * MISRA compliance questions * ARM architecture details --- ## Agent-Native Works directly with MCP-compatible tools including: * Claude Code * Claude Desktop * Cursor * Windsurf * VS Code MCP Clients * GitHub Copilot MCP * Any MCP-compatible agent --- ## Remote Hosted No indexing, crawling, or local setup req

search_docs get_context request_document

UnClick

Search & Web ★ 1,366
Remote

AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messaging, media, and more. Search and call tools for Slack, Reddit, Discord, Shopify, Xero, Bluesky, TMDB, Steam, and 50+ more services.

unclick_search unclick_browse unclick_tool_info unclick_call +46 more

Kiwi.com

Search & Web ★ 15,106
Remote

Search flights, compare prices, and manage travel bookings. Find the best routes, check availability, and track itineraries.

search-flight feedback-to-devs

Oxylabs

Search & Web
Local

Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.

Tools on detail page

Context7

Search & Web ★ 4,089
Remote

Fetch up-to-date, version-specific documentation and code examples directly into your prompts. Enhance your coding experience by eliminating outdated information and hallucinated APIs. Simply add `use context7` to your questions for accurate and relevant answers.

resolve-library-id query-docs

mcp-assistant

Search & Web ★ 64
Remote

# MCP Assistant MCP Assistant provides access to **100+ MCP servers** like GitHub, Notion, Zapier, Supabase, etc. * **Connect & Manage Integrations**: You can configure and connect these integrations/connectors directly from the [MCP Assistant Dashboard](https://mcp-assistant.in/mcp). * **Advanced Features**: It exposes **meta-tools for dynamic MCP discovery** and a **CodeMode tool** that executes programs inside a secure sandbox for programmatic tool calling, workflow execution, and result processing, avoiding expensive LLM tool-calling loops. ## Endpoint Use this URL with your Assistant such as (OpenCode, Cursor, Codex, ClaudeCode, Antigravity etc.): ```text https://api.mcp-assistant.in/mcp ``` --- ## Key Features * **Unified Gateway**: Access 100+ third-party integrations (GitHub, Notion, Zapier, Slack, Discord, Supabase) through a single endpoint. * **Dynamic Tool Discovery**: Run semantic searches across all connected tool schemas. * **CodeMode Sandbox**: Execute JavaScript/TypeScript scripts on the server side using the `@mcp-ts/codemode` secure sandbox. Run multi-step programmatic workflows or batch actions directly from a single LLM request to avoid expensive round-trips. * **Standard OAuth Authentication**: Fully compatible with client-side OAuth handlers—log in securely via your browser to authorize access to your integrations. --- ## Primary Tools Provided | Tool | Description | | :--- | :--- | | `search_mcp_tools` | Performs a semantic/phrase search across all your connected tools and returns normalized discovery results. | | `get_mcp_tool_schema` | Retrieves the exact input/output JSON schemas and execution helper details for any tool. | | `codemode_run` | Instantly executes a script inside the CodeMode sandbox to chain multiple tool calls, format outputs, or filter large responses. | | `list_mcp_servers` | Lists all connected MCP servers and the number of tools each provides. | --- ## Client Configuration ### VS Code Add the server connec

list_mcp_servers search_mcp_tools get_mcp_tool_schema codemode_run

Setup checklist

  1. Decide whether you need raw HTML, clean markdown, or structured JSON from pages.
  2. Check rate limits, auth requirements, and whether the server uses headless browsers.
  3. Add the MCP server to your client and test on a single URL before batch jobs.
  4. Treat scraped content as untrusted input — never pipe it straight into prod config.

How to choose

Related topics

Where Web Scraping MCP fits

Turn URLs into structured content for agents. Compare scraping, crawling, and search servers with indexed tool lists and setup steps.

Frequently asked questions

What is Web Scraping MCP?
Web Scraping MCP servers expose tools that fetch, parse, and structure web page content so AI agents can research, extract data, or ground responses in live pages.
Scraping MCP vs browser automation MCP?
Scraping servers focus on content extraction (markdown, JSON, metadata). Browser automation servers focus on interaction (clicks, forms, multi-step flows). Many teams use both.