Skip to main content
Glama
120,411 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,247 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Automating Browser Operations with Scripting or Tools" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    C
    maintenance
    An unofficial, read-only MCP server for Sarwa Odyssey that provides portfolio, holdings, transactions, watchlists, and agent snapshots via deterministic JSON documents.
    9 npm
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Provides access to measured x402 ecosystem data, allowing users to query which merchants actually accept payment (verified by real on-chain settlements) and explore market concentration and health statistics.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Trust layer for AI agents: 22 pay-per-call x402 tools for scam and fraud checks, payment pre-flight, wallet screening, policy approvals, contact extraction and company research. Free preview with no wallet; paid calls settle in USDC on Base.
    22
    80 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to access pay-per-call onchain and URL safety APIs over MCP, covering transaction explanations, token approval checks, address inspection, contract risk heuristics, URL safety, gas snapshots, ENS resolution, calldata decoding, and wallet portfolio data. Payments are handled per call in USDC on Base via x402, with no signup or API key required.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables interactive access to TradeSearcher strategies and backtests via CLI and MCP, allowing agents to search, backtest, and compare trading strategies.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to access 13 paid micro-tools over x402, paying per request in USDC on Base without API keys or signup. It covers email deliverability, grading, and templates, plus utilities like crypto prices, domain age, hashing, JSON conversion, JWT decoding, regex, slugs, UUIDs, and weather.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to read public web pages as clean markdown, verify whether a quote appears on a page, check the health of up to 25 links, and audit any origin's x402 and agent-readiness setup. Tools are pay-per-call in USDC on Base via x402 with free previews, requiring no signup or API key.
    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
    Not graded
    quality
    C
    maintenance
    Lets agents discover and health-check a directory of live x402 pay-per-call endpoints, probe an individual URL with one unpaid request to see whether it returns a payment challenge and at what price, and read on-chain settlement demand for crawled sellers. It also serves reproducible, solver-verified sudoku puzzles and the pricing, network, and payment details of the studio's paid pay-per-call routes.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    pay-per-call x402 API endpoints as MCP tools — web search, page-to-markdown, PDF extract, JSON repair/validate, crypto price, weather, IP geo, DNS, markdown lint + 20 agent-commerce aliases. Each tool proxies to vibes-coded.com and settles via x402 (USDC/Solana). Free-trial endpoints need no auth; paid ones need an x402 signature. Catalog is fetched live, so new endpoints appear automatically.
    9
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to explain DigiDollar transactions recorded on DigiByte, including mints, transfers, redemptions, amounts in cents, lock tiers, burns, and collateral releases, using bundled fixtures or an optional live explorer.
    2
    9 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Connects Claude Desktop to crypto and brokerage portfolio data via Coinbase and SnapTrade, providing read-only tools to inspect accounts, holdings, prices, and provider health.
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to perform DeFi safety checks over MCP, including pre-signing transaction simulation, sanctions and scam address screening, token rug checks, risk-scored launches, and liquidation-risk assessment.
    892 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to build, validate, and submit ledger-native XRPL transactions against public nodes — escrows, XRP and token payments, DEX/AMM swaps and liquidity, issuer clawback, and x402 pay-per-request — with validated-ledger proof of results. State-changing calls go to the account owner for browser signing, while an owner-funded agent account allows autonomous spending bounded by on-ledger balance and local policy limits.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that lets AI agents query live DigiByte blockchain data: network health, DigiDollar stats, oracle status, prices, address balances, transactions, and blocks.
    10 npm
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables MCP clients to access CoinSpot Australia market data and account operations, including prices, order books, balances, order history, and optional guarded trading or withdrawal tools.
    28
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Provides access to the Coinranking1 API for retrieving real-time cryptocurrency data, including trending coins, blockchain details, and global market statistics. It enables users to search for digital assets and track historical market capitalization and trading volumes.
    37
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An outbound arbitrage agent for 402-enabled MCP endpoints that probes, counter-offers, and settles USDC on Base L2, automating margin arbitrage without human intervention.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to access real-time Binance cryptocurrency market data including prices, order books, candlestick charts, trading history, and 24-hour statistics through natural language queries.
    17 npm
    Apache 2.0
  • 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
    34 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Bitcoin, Ethereum and 22 more coins: news sentiment scores from 9 crypto news outlets plus the Fear & Greed Index, with the headlines behind each score. Hourly sentiment history for research and backtesting. Three free tools need no wallet; live readings cost $0.01 and hourly history $0.05 per call, paid in USDC on Base via x402. Unsupported coins and no-news results are refused and not charged.
    6
    7
    299 PyPI
    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
    D
    maintenance
    Non-custodial on-chain escrow + AI arbitration for agent-to-agent USDC payments on Base. Seven tools wrap a verified EscrowV1 contract — create, deliver, confirm, dispute, resolve — with read-only introspection if no wallet key is provided.
    7
    2
    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
    82 npm
    MIT