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"Databases or database systems written in Python, like Postgres" matching MCP servers:

  • mcp-postgres

    divinedev111
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to interact with PostgreSQL databases through schema intelligence, query execution, and DBA tooling including index analysis and health monitoring. Features configurable access levels and audit logging for secure database operations.
    Last updated
    1,173
    MIT

  • Postgres MCP Pro

    it-romanov
    A
    license
    B
    quality
    C
    maintenance
    An open-source MCP server for PostgreSQL that provides database health analysis, index tuning, query plan optimization, and safe SQL execution, suitable for both development and production environments.
    Last updated
    9
    MIT

  • Shepherd MCP

    neuralis-in
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
    Last updated
    18
    MIT

  • MCP SQL Server

    fabriciofs
    A
    license
    -
    quality
    F
    maintenance
    An MCP server for Microsoft SQL Server integration that enables users to query, monitor, and analyze databases directly through Claude. It supports schema exploration, performance analysis, and optional write operations via natural language commands.
    Last updated
    7
    1
    MIT

  • MCP SSE Server Python

    nguyenxtan
    A
    license
    -
    quality
    D
    maintenance
    Enables real-time system monitoring and automation through MCP protocol with SSE transport, integrating with n8n workflows to check system health, query logs, and retrieve metrics from ABC system APIs. Supports natural language queries in Vietnamese and English for seamless system administration.
    Last updated
    MIT

  • DBeast

    snss10
    A
    license
    A
    quality
    A
    maintenance
    DBeast MCP is a robust, security-first Model Context Protocol server designed to empower AI coding assistants (like Claude Desktop) with deep PostgreSQL database insights. Instead of just running basic SQL queries, DBeast equips your AI agent with tools to inspect active locks, audit slow queries, analyze table schemas, and safely generate index recommendations in real-time. Built specifically for
    Last updated
    21
    10
    MIT

  • aliyun-sls-mcp

    SuxyEE
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to query and analyze Alibaba Cloud SLS logs using natural language, supporting multiple log sources like Function Compute and ECS. It provides tools for searching logs, performing SQL analysis, and visualizing log distributions directly within Cursor or Claude.
    Last updated
    6
    42
    10
    MIT

  • scherlok

    rbmuller
    A
    license
    A
    quality
    A
    maintenance
    Zero-config data quality monitoring as MCP tools. Profiles a warehouse (Postgres, BigQuery, Snowflake, MySQL, DuckDB), detects anomalies, and gates CI — read-only with the connection resolved server-side, never via the model.
    Last updated
    6
    7
    MIT

  • Scalene-MCP

    ptmorris05
    F
    license
    A
    quality
    C
    maintenance
    A FastMCP server that provides LLMs with structured access to Scalene's CPU, GPU, and memory profiling for Python applications. It enables automated performance analysis, bottleneck identification, and optimization suggestions through natural language interactions in supported IDEs.
    Last updated
    7
    1

  • Apache Airflow MCP Server

    madamak
    A
    license
    A
    quality
    A
    maintenance
    Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.
    Last updated
    16
    2
    Apache 2.0