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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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  • A
    license
    Not graded
    quality
    C
    maintenance
    Lets a content team edit a GitHub-hosted website's Markdown pages and blog posts through Claude, with each change validated and committed to a staging branch. Editors can preview, publish live, or discard changes, while code checks block edits that would break the site.
    13 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes an authenticated local runtime over OpenAI Tunnel so ChatGPT can inspect authorized Windows workspaces, read bounded Git status and diffs, submit and cancel Codex CLI tasks, and use workspace Skills. It also brokers connections to optional loopback stdio or HTTP MCP services, such as Stata and Zotero, with explicit tool allowlists and loopback-only access.
    2
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to perform unified web searches, GitHub, and GitLab searches with caching, reranking, and fallback across multiple providers.
    4
    921 npm
    19
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to securely inspect, search, edit, build, and test explicitly authorized local development projects over MCP, with sandboxed filesystem access and sensitive-file protection.
    2
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Provides read-only inspection of Git worktree topology, reporting aggregate counts and statuses (clean, dirty, detached, locked, prunable). Ensures safety by limiting commands to a configured root and never exposing paths or content.
    1
    55 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables auditing web pages for WCAG violations, applying deterministic fixes and PRs, all through MCP clients like Claude Desktop.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    GitHub MCP server for Claude Code, Cursor, Cline, Windsurf, and any MCP-compatible client. Exposes GitHub tools (issues, pull requests, code search, file content) to your LLM via the Model Context Protocol.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching PRs, commits, diffs, and file content for AI-assisted bug triage and impact analysis.
    8
    46 npm
    ISC
  • F
    license
    A
    quality
    D
    maintenance
    Enables read access to GitHub source code, including code search, file contents, symbols, and Java-aware fragment extraction, with optional per-call repository overrides.
    9
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables local-first document versioning with content-addressable storage, word-level AST diffs, and AI-compliance auditing for LLM agents.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables ChatGPT Web to inspect a single local workspace read-only via the OpenAI Secure MCP Tunnel, with tools for listing files, reading text, searching, and viewing Git status/diff.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Connects Claude to the GitHub REST API, enabling repository listing, issue management, file content retrieval, and code search through natural language tool calls.
    6
    701 npm
    ISC
  • A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that generates prompts based on Git repository content, including a command to generate PR descriptions from diffs.
    3
    2
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to interact with Gitea repositories through intelligent tools for issue/PR management, workflow analysis, compliance checking, and content generation, plus 200+ CLI commands for complete CRUD operations.
    22
    81 npm
    6
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to perform code reviews by providing access to staged files, git diffs, and repository file content. It allows users to evaluate changes and context within any local git repository before committing or pushing.
    3
    7 npm
    ISC
  • A
    license
    B
    quality
    D
    maintenance
    A workspace of six MCP servers—grounded-cv (hybrid RAG with citations), repo-intel (GitHub repo intelligence), web-research (safe web search/extraction), ats-jobs (unified ATS job boards), outcome-ledger (durable task ledger), and coding-workflows (code review & planning)—purpose-built for agentic hiring evaluations.
    2
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables VS Code agents to work within a workspace by reading and editing files, searching, running commands and tests, managing Git, fetching web content, converting data, testing APIs, and inspecting system diagnostics.
    56
    MIT