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82,931 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,831 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    maintenance
    Enables AI assistants to interact with Databricks workspaces, running SQL queries, managing jobs, and exploring schemas via the Model Context Protocol.
    1
    GPL 3.0
  • F
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    Not graded
    quality
    D
    maintenance
    Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.
    1
    -
  • A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server that exposes Microsoft Edge browsing history across multiple profiles, allowing listing profiles and fetching history for a given day.
    3
    MIT
  • A
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    quality
    C
    maintenance
    Exposes local DuckDB pizza sales data as MCP tools for querying store-level and total sales metrics via natural language, enabling local LLMs to perform real-time analytical queries.
    MIT
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    quality
    D
    maintenance
    Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.
    7
    MIT
  • A
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    quality
    D
    maintenance
    Enables AI assistants to perform complete CRUD operations on Airtable bases, tables, records, fields, and comments, with batch processing and file attachment support, plus enterprise-grade reliability features.
    13
    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
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    quality
    F
    maintenance
    Archived MCP server for PostgreSQL health monitoring; functionality merged into pg-dash.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive Model Context Protocol server for Metabase integration, developed by EaseCloud Technologies. 70+ Tools Available covering all major Metabase functionality for enterprise usage.
    473
    81
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language sales queries against a SQLite database, generating and executing read-only SQL through a secure MCP server with table listing, schema description, and query execution.
    -
  • A
    license
    A
    quality
    C
    maintenance
    A read-only DuckDB MCP server offering context-efficient analytics tools (list_datasets, describe_table, profile_column, explain, query) with a semantic layer for business rules, security guards, and disclosed truncation to help LLMs produce correct answers while minimizing token usage.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides read-only visibility into Snowflake warehouse cost and query performance, including credit usage by warehouse, expensive queries, and heuristic right-sizing recommendations.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Read-only MCP server for searching your local Retrace screen-history database, with tools for full-text search, segment listing, frame details, app usage, and tags.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Zero-config SQL database MCP server with a browser GUI that connects Claude to MySQL, MariaDB, SQLite, and MSSQL databases.
    6
    14
    1
    MIT