Skip to main content
Glama
100,851 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,852 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Browser automation and control for Codex CLI" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables programmatic headless browser automation for creating sessions, interacting with pages, browsing, and extracting rendered content, with built-in anti-bot and protected-page support.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables local/remote execution infrastructure through the official Codex Runtime, providing shell, files, Git, sessions, browser, computer use, recoverable tasks, multi-host routing, dynamic MCP integration, and skill lifecycle management.
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables MCP clients to submit long-running Codex Desktop tasks as durable asynchronous operations, poll their status, handle approvals and Plan Mode workflows, and retrieve final reports without holding calls open. It also provides retry-safe submission, restart recovery, queue and worker status, diagnostics, and repair for local Codex automation.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to run non-interactive Codex CLI sessions via codex and codex-reply tools, including resuming conversations by thread ID and passing codex exec flags.
    2
    36 PyPI
    MIT
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables MCP clients and local orchestrators to drive Codex Desktop and codex-app-server as a durable async worker: submit a task or Plan Mode workflow, immediately receive an operationId or workflowId, then poll status, answer approvals, and read final reports without holding long-lived calls open. It also provides retry-safe submission, duplicate-turn protection, restart recovery, concurrency/worker queue visibility, and health, diagnostics, and repair tools backed by local SQLite state.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables MCP clients and local orchestrators to drive Codex Desktop and codex-app-server as a durable async worker: submit tasks or Plan Mode workflows, immediately receive an operation or workflow ID, and poll for status, approvals, and final reports instead of holding long blocking calls. It adds retry-safe request IDs, duplicate-turn protection, SQLite-persisted state with leases and heartbeats for restart recovery, plus health checks, diagnostics, and repair tools.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Deterministic, LLM-first control of Word documents (.docx). An agent reads the outline, finds text by phrase, and applies edits as tracked changes and comments in one atomic batch, with a safety layer that refuses edits based on a stale read and rolls back failed batches. It works on .docx files directly, and can also drive an open document in Microsoft Word on Windows or in LibreOffice Writer.
    4
    67
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI coding assistants to interact with OpenAI's Codex AI through the official CLI. Provides direct integration for code analysis, file review, and batch processing with zero API costs.
    3
    119
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for auditing automation health, finding failures, stale logs, and non-functional endpoints that report success while quietly failing.
    7
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to operate the Unreal Editor via MCP: reading, creating, and editing blueprints at the node level, authoring materials and UMG widgets, auditing projects, and verifying runtime behavior in PIE with read-back checks.
    23
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Turns Canvas LMS into a scriptable pipeline and exposes it to AI assistants via MCP for querying courses, grades, assignments, and syncing files using natural language.
    14
    3
    MIT