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118,203 servers. Updated
20 Best Web Search MCP Servers: compared and ranked, November 2026Ranked from 2,138 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
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    maintenance
    MCP server enabling AI assistants to manage Microsoft Advertising (Bing Ads) campaigns, including campaigns, ad groups, keywords, and ad extensions via a clean set of tools.
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  • A
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    quality
    C
    maintenance
    Enables MCP clients that lack built-in search — such as Claude Code through Bedrock or local LLM clients — to run web queries against Amazon's operated search index via a Gateway deployed in your own AWS account, with queries never leaving AWS and citation URLs preserved. Supports IAM/SigV4, Cognito, and API key authentication, per-gateway rate limits, IP and domain restrictions, and result filtering by domain and publication date.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Deploys a stateless remote MCP server on Cloudflare Workers without authentication, enabling custom tool registration and connections from MCP clients like Cloudflare AI Playground and Claude Desktop.
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  • A
    license
    A
    quality
    B
    maintenance
    Publishes what an AI made — a page, a markdown or PDF doc, or a whole site — to a live HTTPS link. Runs locally over stdio from the @drop2run/mcp npm package, or hosted at https://mcp.dropto.run/mcp for chats that connect by URL.
    20
    3
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides enhanced real-time search capabilities by integrating with Alibaba Cloud IQS APIs to deliver clean, accurate results from multiple data sources.
    1
    25 npm
    5
    ISC
  • A
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    quality
    B
    maintenance
    Enables secure, read-only querying of Google BigQuery datasets through a stateless MCP server with OAuth 2.1 authorization, designed for integration with Atlassian Rovo.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that provides offline searchable Microsoft 365 roadmap data and live Azure status, enabling AI agents to answer questions about upcoming features, roadmap changes, and Azure incidents.
    4
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables network engineers and AI agents to answer troubleshooting questions like "why can't A reach B?" by choosing typed tools and filling parameters, with the server rendering deterministic, pre-shaped queries across firewall, VNet flow, Cisco IOS and Cisco ISE logs in Azure Log Analytics. The agent never writes raw query language, keeping the blast radius bounded to a fixed, closed tool catalog that runs locally on synthetic data or against a real workspace.
    8
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Cloudinary MCP server enables AI agents to upload, manage, analyze transform, optimize and deliver media using Cloudinary’s API.
    10
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables read-only AWS cost exploration, forecasting, and anomaly detection through natural language using user-connected IAM credentials.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables secure, read-only access to Firebase Firestore collections and Storage buckets for Digital Asset Management systems. It allows users to query assets, versions, and comments, and search storage files using flexible filters through standard MCP tools.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SSE transport and Redis integration.
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables you to publish remote MCP tools from your own Lambda behind a single HTTP API endpoint, with selectable authorization (IAM, API key, JWT, Lambda, or Google Workspace), stage throttling, JSON access logs, and RFC 9728 resource metadata discovery. No session table or sticky routing is needed, so any invocation can answer any request.
    33 npm
    MIT