Skip to main content
Glama
117,317 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Web scraping and content extraction" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to evaluate stablecoin treasury allocations by protecting upcoming obligations, calculating true surplus, stress-testing proposed investments, and returning explainable ALLOCATE, HOLD, or BLOCK decisions.
    4
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables web search for AI agents with pay-per-search in USDC, no API keys needed.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Hire real humans in Russia for physical-world tasks — storefront photos, address checks, offline errands — directly from your AI agent. Payment in USDT.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables autonomous AI agents to conduct non-custodial commerce using JPYC stablecoin on Polygon, with trust scoring, task evaluation, negotiation, and on-chain verification via Soulbound Tokens.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI coding assistants and trading bots to verify smart contracts, test honeypot traps, assess DEX liquidity, and check wallet counterparty risk before deploying or trading capital on Base. It exposes preflight clearance, token audits, KYA reputation, and web-scraping tools with free and paid x402 tiers.
    7
    379 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Pay-per-call MCP server for WebberSites x402 Data API, offering 45 tools for AI agents: web scraping, document extraction, SEO audits, linting, crypto data, and more, with payment via USDC on Base.
    66 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Pay-per-call AI microservices settled in USDC on Base via the x402 (HTTP 402) protocol. 28 tools including web search, summarization, extraction, code review, deep research, crypto safety, sanctions screening and on-chain data — no accounts or API keys.
    4 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides real Bitcoin full node data via 17 tools, with pay-per-call in USDC on Base mainnet. Free tools include blockchain info, fees, and mempool; paid tools enable transaction tracking, address analysis, and more.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes TaskFleet's pay-per-call AI task APIs as MCP tools, including web search, scraping, extraction, translation, code review, summarization, and wallet intelligence. Payments are handled via x402 (USDC on Base) with no accounts or API keys.
    34 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to call 93 pay-per-call machine-to-machine services spanning web scraping, crypto sentiment, market data, on-chain analytics, social and threat intelligence, vulnerability scanning, and micro-SaaS utilities. Payments are settled in USDC on Arbitrum via the x402 protocol using a wallet header, so no API keys, signups, or billing setup are required.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables MCP-compatible agents to query live USDi on-chain exchange rate, contract info, and mint/redeem info directly via MCP, without web scraping.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides 63 production-ready API tools for AI agents, including web scraping, AI generation, crypto data, OCR, image generation, audio transcription, text-to-speech, email, and domain lookup.
    3
    -
  • A
    license
    A
    quality
    A
    maintenance
    Checks live x402 routes across Base, Solana, and Algorand before agents spend. $0.003 USDC settles only for a valid live eligible route; normal typed misses are not settled. Free preview and validate tools. Seller payment is separate; the agent keeps its wallet. Optional signed route-binding receipts support buyer-side checks.
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Rug pull risk scores and on-chain forensics for memecoins on Solana, Ethereum, Base and Robinhood Chain - launch-bundle detection, funding-origin tracing, deployer history, insider networks and whale flow. 15 read-only tools.
    15
    38 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to create USDT and USDC invoices, retrieve payment links, and check invoice and store payment status across connected payment-gateway stores via the Model Context Protocol.
    10
    927 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables agents to search and inspect live service offerings, generate x402 payment snippets, and understand blockchain-only balance policies.
    4
    92 npm
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Live Proof-of-Work mining data for AI agents: difficulty, hashrate, solo-mining odds, cost of production and hardware profitability across 126+ networks and 770+ ASIC/GPU/CPU models. Sourced and timestamped, read-only.
    6
    49 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on tokens, with paid tools for token scanning and pre-trade verification, and a free metrics resource.
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Hourly news sentiment and typed market events (hack, regulation, listing, delisting, legal) for 30 crypto pairs, with source links on every signal. Four tools cover the latest score per symbol, history, classified events and the symbol list, and a free API key works out of the box
    4
    58 npm
    MIT