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78,992 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, August 2026Ranked from 2,701 matching servers on stars, growth, downloads and maintenance. Updated .

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"Testing Web App Code Changes in Browser Using LLM for Console Logs" matching MCP servers:

  • A
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    quality
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    maintenance
    The Derrick MCP server provides AI assistants with access to Derrick's B2B enrichment capabilities. It allows retrieval of company and contact information, lead enrichment, prospecting automation, and workflow execution directly through the Model Context Protocol (MCP).
    22
    18
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables querying customers by name with a React UI for pagination, details, external company search, and safe customer creation after explicit confirmation.
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to manage a real estate pipeline by adding, listing, getting, and updating leads through KPI DealFlow.
    4
    9
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Official Cursor plugin enabling natural-language management of your SideShift company—discovering creators, managing campaigns and contracts, communicating with your network, and inspecting analytics through a secure OAuth-linked MCP server.
    Apache 2.0
  • A
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    quality
    A
    maintenance
    MCP server for job search and application tracking, enabling AI agents to search jobs, get details, manage applications, and find contacts across 128K+ jobs and 1,900+ companies.
    1,093
    3
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI clients to discover and invoke Salesforce business capabilities (e.g., customer lookup, account creation) through MCP tools, keeping business logic in Apex while exposing it via REST, Agentforce, and OpenAPI.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Finds, filters, and verifies local-business leads on demand; every returned email carries a verification receipt (verifier, verdict, timestamp). Credit-based with per-key spend budgets; 25 free validated leads at signup.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Live LinkedIn data for AI agents: 44 tools for profiles, companies, jobs, posts, people search, job-change signals and email finding. Hosted remote server (streamable HTTP) - your agent never touches your own LinkedIn account. 300 free credits on signup, no card. Dockerfile in repo bridges stdio clients to the hosted endpoint via mcp-remote.
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    Freento MCP is a native Magento 2 extension that implements the Model Context Protocol (MCP) — an open standard for connecting AI assistants to external data sources. This server acts as a secure, direct bridge between your Adobe Commerce / Magento 2 store and LLM-powered assistants (like Claude, ChatGPT, and others), allowing you to manage and audit your store using natural language.
    15
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to perform CRM operations like creating contacts, managing deals, and updating leads through natural language using the Model Context Protocol.
    4
  • A
    license
    A
    quality
    A
    maintenance
    Monitors a company domain for changes in hiring, tech stack, funding, firmographics, and social presence, returning only the deltas as typed change events.
    1
    311
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Gives an LLM agent read and write access to partners, sales orders, stock levels, and invoices in an Odoo instance.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that exposes an in-browser AI ERP (CRM, stock, invoices, HR) with role-aware agents, enabling natural language chat and confirm-before-write actions.
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Research B2B prospects, get the recommended sales angle, and prep for meetings — all from your AI agent. 7-day brief cache, OAuth or API key auth, shared quota with the RepScale web app.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides interactive tools to explore AFAS customer data and employee leave information, including bubble charts, leave balance reports, and detailed leave cards.
    128
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Attio CRM through natural language, using a Code Mode pattern where the LLM writes JavaScript to query the OpenAPI spec and call endpoints via three tools: search, execute, and context.
    474
    2
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables natural language management of clients and products via a chat interface, using Gemini LLM and MCP to interact with a SQLite database.