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97,619 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Enables AI agents to safely upgrade JavaScript and TypeScript projects through dependency analysis, upgrade path detection, breaking change identification, codemod application, and PR summary generation.
    14
    7 npm
    MIT
  • A
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    A
    maintenance
    Enables AI agents to assist with UI5 application development by providing tools for project scaffolding, API reference lookup, code analysis, and validation.
    90,688 npm
    101
    Apache 2.0
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    Enables AI coding assistants to leverage Application Security Posture Management (ASPM) capabilities, allowing developers to write secure code, query security risks, trigger diff scans, and manage security findings directly from their AI assistant.
    4
    Apache 2.0
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    A
    maintenance
    Provides bounded repository context and edit-grant MCP tools to coding agents such as Codex, indexing local repositories and enabling fingerprint-checked patch application.
    21
    Apache 2.0
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    A
    maintenance
    Open-source scanner that finds authorization logic embedded in application code. Precision-first static analysis with per-language rule packs, externalization percentage and per-finding confidence; generates OPA/Rego policy stubs. Apache 2.0, no telemetry.
    13
    Apache 2.0
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    maintenance
    A FastMCP-based tool for analyzing logback log files to detect code defects and generate automated fix suggestions. It features intelligent stack trace filtering and token optimization to efficiently identify and resolve application errors.
    MIT
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    A Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.
    MIT
  • F
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    C
    maintenance
    Enables an AI assistant to control and read a locally running desktop charting application via Chrome DevTools Protocol, supporting Pine Script development, chart navigation, drawing, alerts, replay, and screenshots.
    81 npm
    -
  • F
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    Enables querying a Mendix application model through Claude—entities, microflows, pages, references, and git-history semantic diffs of .mxunit—without opening Studio Pro. It lets users inspect dependencies, impact, access rules, and changes directly in conversation.
    1
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