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117,317 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables any MCP client to browse, triage, search, read, and drive pi coding agent sessions through Pi Web's HTTP API via 25 tools. Supports listing and filtering sessions, reading transcripts, flagging conversations awaiting input, sending messages and waiting for replies, inspecting project diffs, and forking, renaming, or deleting sessions over either stdio or Streamable HTTP.
    25
    MIT
  • A
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    quality
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    Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation, and review, with support for session management, web search, and structured output.
    6
    1,408 npm
    648
    ISC
  • A
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    A
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    STOP UI SLOP. Gives coding agents searchable evidence from 800,000+ real web and iOS screens, design contracts, and a hard UI finish gate.
    1
    MIT
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    Enables MCP-capable assistants to build, preview, and publish full-stack web apps by directing a hosted coding agent, with tools for projects, wallet balance, domains, previews, downloads, and GitHub export.
    MIT
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    B
    maintenance
    Enables ChatGPT Web Developer Mode to interact with local repositories through MCP, providing tools for file editing, shell execution, Git worktrees, semantic navigation, and checkpoints.
    220 npm
    2
    MIT
  • A
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    maintenance
    A lightweight local coding MCP server that exposes a single project directory to ChatGPT via Streamable HTTP, enabling file operations, command execution, search, and web fetching without authentication.
    22 npm
    25
    MIT
  • A
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    maintenance
    Enables Google Gemini on web or mobile to connect to a local Antigravity IDE/CLI workstation, letting users browse and manage coding sessions, inspect paused approvals, search and read repository files, audit git changes, send handoffs that resume the right project chat, and view ASCII usage telemetry or a live web dashboard.
    1
    AGPL 3.0
  • A
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    A local MCP server that provides all 42 BMAD AI development skills to multiple AI tools (Claude Code, Cursor, etc.) with project context injection and a live web dashboard.
    19 npm
    MIT
  • A
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    quality
    C
    maintenance
    Enables AI agents to create and iteratively edit browser games, web apps, and websites from natural-language prompts, track builds, preview results, and request publication.
    MIT
  • F
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    maintenance
    Lets Claude Code offload cheap, mechanical tasks to opencode's free models for codebase summaries, exploration, web research, and bulk edits, saving paid tokens.
    -
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    Plori runs AI agents in Workspaces. A Workspace is a project folder in the cloud. Several agents can work in it at the same time, each on its own copy of the files, and Plori merges their work back into the folder. Every version of the files is kept.
    24
    83 npm
    MIT
  • A
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    quality
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    An MCP server giving coding agents context-window-aware code search and safe, atomic multi-file edits — built to cut token usage on large codebases without sacrificing correctness.
    3
    56 npm
    5
    MIT
  • A
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    Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.
    1
    190,432 npm
    MIT
  • A
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    A
    quality
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    maintenance
    Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.
    5
    23 PyPI
    5
    MIT
  • A
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    maintenance
    Provide a human vision statement. The AI autonomously researches, audits your codebase, generates specs and plans, implements, and validates — with bi-directional verification at every junction to ensure nothing is missed or invented.
    15
    2
    MIT
  • A
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    quality
    B
    maintenance
    Enables AI coding agents to retrieve relevant execution context before a task, compare candidate paths, log outcomes, and search past experiences stored locally in SQLite. It lets agents reuse what worked on similar tasks and get live alerts when a run stagnates or repeats failures.
    14
    58 PyPI
    3
    MIT
  • A
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    Enables delegating coding tasks to isolated Claude Code subprocesses billed against a GLM Coding Plan, with tools to delegate, await, continue, list, cancel, and inspect runs.
    6
    1
    MIT
  • A
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    maintenance
    Enables running one Codex CLI task at a time in an isolated temporary folder, returning Codex's answer and a manifest of produced files for manual review and selective copying.
    1
    MIT
  • A
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    A
    quality
    F
    maintenance
    An MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.
    3
    MIT