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116,577 servers. Updated
20 Best Web Search MCP Servers: compared and ranked, November 2026Ranked from 2,120 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables auditing web pages for WCAG violations, applying deterministic fixes and PRs, all through MCP clients like Claude Desktop.
    7
    MIT
  • F
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    MCP server integrating Google Search Console, Google Analytics 4, and GitHub, enabling AI clients to query search analytics, traffic data, and repository information.
    1
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    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
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    A Model Context Protocol server that provides tools for searching private GitHub repositories, enabling access to repository files, commit history, and issues with automatic handling of rate limiting and error handling.
    4
    23 npm
    10
    MIT
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    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
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    Enables LLMs to perform advanced GitHub code searches with intelligent filtering and content retrieval using Playwright automation, optimized for DeepSeek integration.
    4
    4
    MIT
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    Enables ChatGPT Pro web to securely read workspace files, git diffs, and test records through OAuth-protected read-only MCP tools, so it can plan and review while Codex handles execution without uploading the repository.
    MIT
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    A
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    Enables terminal-based Git graph viewing and commit/range selection, while exposing bounded Git context such as status, diff, history, and search to MCP clients over local stdio with a read-only default workflow.
    1
    MIT
  • A
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    A
    maintenance
    Authenticated remote MCP server that exposes a private GitHub-hosted Obsidian vault to Claude, enabling list, read, write, and search operations on notes.
    4 npm
    7
    MIT
  • A
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    maintenance
    A kanban board MCP server that lets Claude Code manage tasks through a local web UI, including claiming, submitting, and querying tasks with automatic git branch and PR creation.
    71 npm
    MIT
  • A
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    maintenance
    An MCP server providing live GitHub repository and issue search tools, with production-grade features like config validation, structured logging, authentication, and support for both stdio and HTTP transports.
    GPL 3.0
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    A single static Go binary that exposes GitHub operations (repos, branches, commits, file contents, issues, PRs, and search) as MCP tools, enabling agents to read and write GitHub data with no runtime dependencies.
    MIT
  • A
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    A
    maintenance
    An MCP server that bridges ChatGPT Web Pro to local tools, enabling file read/write, shell command execution, git operations, and search within a specified project directory.
    32
    MIT
  • A
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    maintenance
    A production-grade MCP server providing 18 tools for comprehensive GitHub interaction, including repository management, issues, pull requests, code search, and CI/CD status, with Redis caching and rate limit handling.
    21 npm
    MIT
  • A
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    maintenance
    Provides structured, token-efficient code context for AI assistants by indexing codebases with AST-level analysis, supporting 17+ languages, enabling semantic search, call-site tracking, and PR attribution.
    77 PyPI
    41
    MIT
  • A
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    quality
    A
    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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    A comprehensive MCP server providing secure tools for filesystem operations, Git management, web search, document conversion, npm/.NET project management, and AI generative capabilities (image/video/audio generation and processing) via PiAPI.ai integration.
    Apache 2.0
  • A
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    maintenance
    MCP server for accessing GitHub documentation via API, allowing users to fetch repositories, documentation files, and search across documentation with base64 decoding support.
    MIT
  • A
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    MCP server that provides issue tracking tools for Jira, Redmine, GitHub, and GitLab via the Model Context Protocol, enabling agents to search, fetch, sync, and manage issues through natural language.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Provides read-only, structured access to a Git repository's history through seven typed tools, enabling search commits, file evolution, blame, churn, contributors, commit details, and ref comparisons without a shell.
    MIT