Skip to main content
Glama
87,381 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,971 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"browser tool" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for reading OPC events from the OPC one-person company tool station via personal API key. It provides an opc_list_events tool to fetch event lists, designed for use with Claude Desktop, Cursor, and Cline.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for Jupyter notebook navigation and editing. Reads .ipynb files directly as JSON, providing efficient tools for reading, searching, and modifying cells without needing a Jupyter server.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server that provides a tool for consulting official ECRVSP ATPV (Intenção de Venda) data, with pre-paid pricing and no credentials required.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Local-first MCP server that gives Claude Code web search, page reading, video transcription, and image analysis — without paid API keys. Runs SearXNG + whisper.cpp natively on Apple Silicon for zero-cost, low-latency research workflows.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An agent-based tool that provides web search and advanced research capabilities including document analysis, image description, and YouTube transcript retrieval.
    17
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for assessing credit risk of Brazilian companies by CNPJ. Provides a single read-only tool for safer credit analysis.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides five rigorous reasoning protocols (debate, red team, audit_argument, threat_model, check_study) that run on the AI you're already using, requiring no extra API keys or costs.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides in-process RDKit cheminformatics operations — descriptors, fingerprints, similarity and substructure search, reaction enumeration, standardization, and 3D conformer generation — for AI agents.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to access authenticated academic databases via browser sessions, eliminating re-login and password exposure.
    14
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Tech Trends MCP Tools: 3 real-time data extraction tools for AI agents, powered by the Apify MCP server. Hacker News trend tracker (caught the Stripe/OpenRouter $7B acquisition rumor in real time), Product Hunt daily launch tracker, and GitHub trending repositories tracker. Pay-per-use at $0.10 per 10 items.
    -