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116,635 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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"Web Scraping" matching MCP servers:

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  • A
    license
    A
    quality
    B
    maintenance
    A Python web-scraping toolkit that exposes 22 tools for fetching structured web data (from any URL to search, finance, e-commerce, and reference sources) as validated JSON for AI agents.
    24
    174 PyPI
    265
    MIT
  • F
    license
    C
    quality
    D
    maintenance
    Enables management of culinary recipes through web scraping from sites like Marmiton.org, recipe generation, ingredient management, and querying a MongoDB database of recipes, comments, users, and utensils.
    18
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for searching and managing Tamil movies from moviesda16.com using a local SQLite database. It enables users to search for movie titles, manually add listings, and automatically update the database through web scraping.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables LLMs to extract content from websites using automated static and dynamic scraping engines with built-in anti-bot protections. It provides tools for web data retrieval and stores results in MongoDB with support for JSON and CSV exports.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI coding agents to execute SQL and MongoDB queries through Increff Webget via natural language, eliminating manual UI interaction and result scraping.
    5
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables natural-language (Chinese or English) querying of a socioeconomic survey microdata warehouse covering five survey programs and over a thousand tables, by exposing standard tools for exploring surveys and sections, semantically searching variable metadata, generating read-only SQL, computing weighted statistics, and rendering charts. Results, SQL, and tool calls are returned in-chat, and it can be attached to Claude Desktop or Claude Code as well as its bundled web interface.
    14
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP-compatible agents to interact with multiple Dataverse environments via the Dataverse Web API, supporting data operations, metadata inspection, solution management, and other Power Platform development tasks using Azure CLI authentication.
    4
    76 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A universal resource server that enables AI models to mount local folders, scrape web pages into Markdown, and query SQLite databases without writing code. It features a real-time TUI dashboard and persistent configuration for managing diverse knowledge sources.
    7
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A secure MCP server that lets AI assistants directly interact with PostgreSQL databases via tools like create_table, list_tables, and execute_sql, plus a web configurator for managing connections.
    4
    1
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    A minimal MCP server that gives AI coding agents clean read and write access to Microsoft Dataverse environments via the Dataverse Web API v9.2. It works as a drop-in alternative to Microsoft's own MCP server, without requiring Copilot Credits or managed environments.
    8
    21
    -
  • A
    license
    A
    quality
    A
    maintenance
    QuestDB MCP server connects coding agents to a running QuestDB Web Console. The agent gets tools to create notebook cells, run queries, and build charts.
    36
    145 npm
    3
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to query, inspect, and manage Microsoft Dataverse records, metadata, schema, forms, views, and Power Platform environments via the Dataverse OData Web API.
    97
    80 PyPI
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables schema operations in Microsoft Dataverse using the Model Context Protocol, allowing users to create and manage tables, columns, relationships, and option sets through the Dataverse Web API.
    71
    23
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to read and write a self-hosted Gramps Web family tree through the REST API, creating facts with citations attached and auditing unsourced or duplicate data with 83 evidence-disciplined tools. It also exposes legacy GEDCOM exports as a read-only reference layer of untrusted hints, with living-person privacy filtering on by default.
    97
    83 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Indexes codebases into a SQLite database to provide metadata, exports, dependency graphs, and change tracking for JS/TS projects. It enables users to search for symbols, map internal dependencies, and monitor file changes through MCP tools and a web dashboard.
    6
    107 npm
    5
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides comprehensive access to the Airtable Web API, enabling AI assistants to create and manage bases, tables, fields, records, views, and webhooks with support for 25+ field types, batch operations, and enterprise features.
    32
    12 npm
    2
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    MCP server for Sqemo, a web-based ERD tool with team naming standards. 34 tools: read/edit entities, attributes, and relationships; generate physical names from a shared glossary and naming rules; SQL (7 dialects) and DBML import/export; ERD lint, diff, and ALTER generation.
    36
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that exposes unified tools for HTTP requests, web search and fetching, weather/time/currency, file and SQLite sandboxes, GitHub, email, calendars, and a self-learning SQLite FTS5 knowledge base. It supports stdio, SSE, and streamable-HTTP transports with Bearer-token auth and SSRF protection so AstrBot agents can call these capabilities directly.
    35
    1
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables users to analyze local Excel and CSV files through natural language queries and a web dashboard while keeping data local. It supports saving specific analyses as reusable tools and building a custom analytics toolkit within Claude Desktop.
    10
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    Enables AI-powered competitor pricing analysis by scraping LLM inference pricing websites via Firecrawl, storing the data in SQLite, and answering cost comparison queries through natural language.
    2
    -
  • F
    license
    B
    quality
    B
    maintenance
    Enables an AI assistant to read and manage a local project-management database over stdio: listing and creating projects, tasks, expenses, chats and people, and pulling money, margin, deadline and overdue summaries. It runs on the same service layer and SQLite file as the bundled web UI, so figures shown to the assistant and to the human always agree.
    14
    -
  • F
    license
    B
    quality
    D
    maintenance
    The server connects the Claude AI to the internet through the capabilites of the LSD SQL language, turning web data into a queryable database-like structure to interact with real-world data efficiently.
    4
    66
    -
  • A
    license
    C
    quality
    B
    maintenance
    Connects AI assistants to Microsoft Dataverse / Dynamics 365 Customer Engagement through the Model Context Protocol, enabling record queries and mutations, metadata inspection, Web Resources, plugin registration, data modeling, diagnostics and auditing, solutions, and classic Ribbon button management.
    167
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    Provides read-only Model Context Protocol access to Tomsoft Luceed ERP web services, letting AI clients discover and query 39 resources and 149 GET actions such as retail sales summaries and sales by product.
    45
    MIT